Add hospital tables, answer keys, crosswalk and dataset card

README.md

@@ -0,0 +1,121 @@
+---
+license: cc-by-4.0
+pretty_name: SlicePoint Hospitals
+language: [en]
+tags: [medical, ct, abdominal-aortic-aneurysm, federated-learning, non-iid, distribution-shift, dataset-shift, nifti]
+size_categories: [n<1K]
+configs:
+  - config_name: features
+    data_files:
+      - {split: hospital_a, path: hospital_a/features.parquet}
+      - {split: hospital_b, path: hospital_b/features.parquet}
+      - {split: hospital_c, path: hospital_c/features.parquet}
+      - {split: hospital_d, path: hospital_d/features.parquet}
+      - {split: hospital_e, path: hospital_e/features.parquet}
+      - {split: hospital_f, path: hospital_f/features.parquet}
+      - {split: hospital_g, path: hospital_g/features.parquet}
+  - config_name: labels
+    data_files:
+      - {split: hospital_a, path: hospital_a/labels.parquet}
+      - {split: hospital_b, path: hospital_b/labels.parquet}
+      - {split: hospital_c, path: hospital_c/labels.parquet}
+      - {split: hospital_d, path: hospital_d/labels.parquet}
+      - {split: hospital_e, path: hospital_e/labels.parquet}
+      - {split: hospital_f, path: hospital_f/labels.parquet}
+      - {split: hospital_g, path: hospital_g/labels.parquet}
+  - config_name: predictions
+    data_files:
+      - {split: hospital_a, path: hospital_a/predictions.parquet}
+      - {split: hospital_b, path: hospital_b/predictions.parquet}
+      - {split: hospital_c, path: hospital_c/predictions.parquet}
+      - {split: hospital_d, path: hospital_d/predictions.parquet}
+      - {split: hospital_e, path: hospital_e/predictions.parquet}
+      - {split: hospital_f, path: hospital_f/predictions.parquet}
+      - {split: hospital_g, path: hospital_g/predictions.parquet}
+  - config_name: embeddings
+    data_files:
+      - {split: hospital_a, path: hospital_a/embeddings.parquet}
+      - {split: hospital_b, path: hospital_b/embeddings.parquet}
+      - {split: hospital_c, path: hospital_c/embeddings.parquet}
+      - {split: hospital_d, path: hospital_d/embeddings.parquet}
+      - {split: hospital_e, path: hospital_e/embeddings.parquet}
+      - {split: hospital_f, path: hospital_f/embeddings.parquet}
+      - {split: hospital_g, path: hospital_g/embeddings.parquet}
+  - config_name: crosswalk
+    data_files: crosswalk.parquet
+---
+
+# SlicePoint Hospitals
+
+Seven simulated hospitals for studying dataset shift and non-IID federated learning on
+abdominal CT, with the answer keys. Each hospital is a sample of the
+[SlicePoint AAA CT](https://huggingface.co/datasets/slicepoint/slicepoint-aaa-ct) scans,
+and all but two have a problem planted on purpose: the kind of difference that makes an
+AI model behave differently at a new site. They were built for the 2026 Nucleate
+Pittsburgh hackathon, where teams had to find the problems. The game is over, so the keys
+are published.
+
+**Not for clinical use.** AAA labels come from a diameter rule on segmentation masks.
+
+## The hospitals
+
+| Hospital | Scans (patients) | AAA | What is different | How clearly it shows |
+|---|---|---|---|---|
+| `hospital_a` | 100 (100) | 9 | Nothing. A clean random sample; the reference the others are compared with | none |
+| `hospital_b` | 80 (40 people under 60 IDs) | 7 | Patients scanned again and again, some under new IDs; 2 patients reappear at `hospital_e` | strong (repeats), weak (cross-site) |
+| `hospital_c` | 80 (80) | 7 | Every scan thick-slice (5 mm) and venous phase: same patients, scanned differently | strong on acquisition, weak on Dice |
+| `hospital_d` | 80 (80) | 20 | Far more aneurysms, and older, more male, more arterial phase, all moving together | strong; the factors are confounded |
+| `hospital_e` | 80 (80) | 7 by its own rule | Labels measure the inside of the vessel and call AAA at 25 mm: same images, different truth | strong |
+| `hospital_f` | 80 (80) | 7 | Nothing. Tests for false alarms | none |
+| `hospital_g` | 80 (80) | 7 | The exam name gives away the answer (a shortcut), plus 2 `hospital_b` patients under new IDs | weak |
+
+`keys/<hospital>.json` holds the full recipe of each hospital: the planted findings
+(`waldos`: kind, severity, description, the evidence a correct finding cites), the
+targets, what was realised, and one row per case (source scan, repeat or cross-site copy,
+new patient id or not). `keys/practice/` has the reference measures given to teams for
+`hospital_a` to `hospital_e`, with the chance levels two clean samples would show.
+
+`crosswalk.parquet` maps every case to its scan in SlicePoint AAA CT
+(`canonical_image_id`), its true patient, and whether its image was changed:
+`hospital_c` ships 5 mm re-makes, and the repeat scans at `hospital_b` and `hospital_g`
+have added noise and a few slices dropped, so no file is a byte copy of another.
+
+## Layout
+
+| Path | What |
+|---|---|
+| `hospital_<x>/images/<case_id>.nii.gz` | CT volume (1.5 mm; `hospital_c` 1.5 x 1.5 x 5 mm) |
+| `hospital_<x>/masks/<case_id>_aorta.nii.gz` | Ground-truth aorta mask on the same grid |
+| `hospital_<x>/{features,labels,predictions,embeddings}.parquet` | The SlicePoint input contract, joined on `case_id` |
+| `keys/`, `crosswalk.parquet` | Answer keys, as above |
+
+Column meanings are the same as in SlicePoint AAA CT. `study_description` and
+`protocol_name` are synthetic; at `hospital_g` they carry the shortcut.
+
+## Download and use
+
+```bash
+hf download slicepoint/slicepoint-hospitals --repo-type dataset --exclude "*/images/*" "*/masks/*"   # tables + keys, ~10 MB
+hf download slicepoint/slicepoint-hospitals --repo-type dataset --include "hospital_c/*"             # one site with images
+```
+
+```bash
+slicepoint assess --data hospital_b --site-id hospital_b \
+    --reference-dir hospital_a --reference-site-id hospital_a --html report.html
+```
+
+For federated-learning experiments, treat each `hospital_<x>` folder as one client;
+`crosswalk.parquet` tells you where clients share patients.
+
+## Source, license and citation
+
+Derived from the **TotalSegmentator dataset v2.0.1** (Wasserthal J. et al., University
+Hospital Basel, [doi:10.5281/zenodo.10047292](https://doi.org/10.5281/zenodo.10047292);
+acquisition details from v3.0.0,
+[doi:10.5281/zenodo.22688904](https://doi.org/10.5281/zenodo.22688904)), licensed
+[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). Modified by Asher Informatics
+PBC (sampled, perturbed as described above, re-identified, derived tables added) and
+released under CC BY 4.0. Segmentations by the TotalSegmentator `total` model
+(Apache-2.0). Embeddings by [Merlin](https://huggingface.co/stanfordmimi/Merlin) (MIT).
+Please cite TotalSegmentator (Radiology: AI 2023,
+[doi:10.1148/ryai.230024](https://doi.org/10.1148/ryai.230024)).

crosswalk.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27eb57d3d5dac9b0d2376fc95dbdfd9adff3bb2215051d763638c800b90b504a
+size 33383

hospital_a/embeddings.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d19e783eddaa59fe3f97d48592090fb26d3287bea825a3b8aff6e8842ea9484
+size 1551333

hospital_a/features.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aca52de8b3a7fb610d67e04e28600c98782cefde010869a3c446c4239831df67
+size 15666

hospital_a/labels.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5314a2739b27533681c1359bb1f0e71a422459ee09ed363ba6cdedf521f4834
+size 4029

hospital_a/predictions.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bd556a1dd1bc3c7eca40f3e638c5eeb548c44486f9e7914f9dfca328284d20e
+size 4935

hospital_b/embeddings.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:748366bc2ed2463ba7c90f9e4c39e45f7964dc9f5b6023b3187758264ffb07e2
+size 1343659

hospital_b/features.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:729e50ca81b2edcb9ed1d1dd9988de74ea8a4ee1672b53c07330353d0fe5c34e
+size 13353

hospital_b/labels.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b98d78ff35e97798d7150959418ca9f098c2b9407c508dba8c42a7169c3b501
+size 3515

hospital_b/predictions.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4a352b29c0e031ca1c154e32333e792e92947ae640c1b21aac17219dfd9e5cc
+size 4274

hospital_c/embeddings.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:013e8f6b24dd95b066b9a7f8a525e6d83b900ca5c89f7bd3363968eb8a190138
+size 1343651

hospital_c/features.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d20cafc58d814d805dfcd79cffee5517874d55da3bcac460b1cf315972555d0
+size 12881

hospital_c/labels.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1b1d066e9712afa9a6c73a29db11a76a602528ac11b57a53b5c518b08ddc912
+size 3499

hospital_c/predictions.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bf2d351d7eeee407d5358e74e8bef746905b73947d5b5324ab7ee330bf1bc79
+size 4222

hospital_d/embeddings.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:575126072002f0ef6f84a3ff6f8be509dbe910530029c8cebfc0d4d8206ccf42
+size 1343656

hospital_d/features.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:444c9201dbc1aa40724d2e38e9bc3febcb5d81f92476d19d3a53c75e0b43d191
+size 13688

hospital_d/labels.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87546d14bb667b537658feac600e1554497e5d71a43e54dfb1e59c8e7c682c90
+size 3473

hospital_d/predictions.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cce55af10498b41aa666106d910c4121dd46c0a7abd309bc69c01c47351df59
+size 4227

hospital_e/embeddings.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fa1eedc8931e595292045acad2c00311d2d95d858b2d3a8f4ed4bee12f96e5c
+size 1343644

hospital_e/features.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc53faec99409724606344782d7584a53e85b9c7de7c1cee6715b33c94aa3e4a
+size 13546

hospital_e/labels.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d38dc3155f6019815c86a2253f2689a0cc18fd11dbc63301428e351402e2045d
+size 3238

hospital_e/predictions.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f60bf0161f99c3756058dc4856ad1bd726f0261a7a9e6c6696fae5ec2edf6559
+size 4180

hospital_f/embeddings.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:167ebf99006db7e28402e6e8fb7b7a11c20866f76d24ee8fe5dfb38549e1d90c
+size 1343654

hospital_f/features.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ead80159182a4962b21d85fd6423db5a36aa0992985efadc6033cbf172c01b03
+size 13616

hospital_f/labels.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4b159f9f6a9a0df6b527215de6b00414588592eb09c9a45262d316c7d56fd0f
+size 3445

hospital_f/predictions.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebb8f3bf8d20b082d56f201d3d07bfdcbe20cac45c17483c5dacc3947ae16321
+size 4205

hospital_g/embeddings.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79d5bb03832068732c34be02c34027bb6b9d83f5debd3313106adfccfd98ab29
+size 1343646

hospital_g/features.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d949fc5f3187e22eb60c8fbcb2f0b36403b42e34ca5d86ad2705c2ae586899e5
+size 13751

hospital_g/labels.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d88a70afc70e8845f0ac062ff077f4a05d89f15c112e813d392049c80fcd5d9
+size 3507

hospital_g/predictions.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb3059d97cc67374551816ef43bbaea02a52c1c079d7edef5c68568083479146
+size 4200

keys/hospital_a.json

@@ -0,0 +1,2361 @@
+{
+ "recipe_id": "st_shuffle_general",
+ "display_name": "St. Shuffle General",
+ "tier": "dev",
+ "seed": 2026,
+ "source": "totalsegmentator",
+ "labels": {
+  "diameter_method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_ref",
+  "aaa_threshold_mm": 30.0
+ },
+ "baseline": {
+  "method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_pred",
+  "aaa_threshold_mm": 30.0
+ },
+ "sampling": {
+  "candidates": 472,
+  "band_target": {
+   "aaa": 9,
+   "ectatic": 8,
+   "normal": 83
+  },
+  "band_target_joint": {
+   "aaa": 16,
+   "ectatic": 14,
+   "normal": 150
+  },
+  "shortfall": {},
+  "objective": 0.011793785310734467,
+  "targets": {
+   "age_band": {
+    "target": {
+     "60-69": 0.23516949152542374,
+     "70-79": 0.2266949152542373,
+     "50-59": 0.211864406779661,
+     "40-49": 0.11652542372881355,
+     "80-89": 0.1016949152542373,
+     "30-39": 0.05508474576271186,
+     "20-29": 0.02754237288135593,
+     "90-99": 0.023305084745762712,
+     "10-19": 0.00211864406779661
+    },
+    "weight": 1.0
+   },
+   "sex": {
+    "target": {
+     "M": 0.5423728813559322,
+     "F": 0.4576271186440678
+    },
+    "weight": 1.0
+   },
+   "slice_thickness_class": {
+    "target": {
+     "thin": 0.5529661016949152,
+     "standard": 0.3241525423728814,
+     "thick": 0.1228813559322034
+    },
+    "weight": 0.5
+   },
+   "contrast_phase": {
+    "target": {
+     "arterial": 0.12,
+     "non-contrast": 0.275,
+     "venous": 0.605
+    },
+    "weight": 1.0
+   }
+  },
+  "note": "one stratified draw of 180 split by band across st_shuffle_general, h0_well_iid"
+ },
+ "knobs": [
+  {
+   "type": "protocol_vocabulary",
+   "strength": "none",
+   "params": {
+    "style": "site_mixed",
+    "vocab_dir": "recipes/vocab",
+    "p_protocol_is_orderable": 0.15
+   },
+   "param_sources": {
+    "style": "recipe",
+    "vocab_dir": "recipe",
+    "p_protocol_is_orderable": "recipe"
+   },
+   "realised": {
+    "protocol_is_orderable": 0.15,
+    "study_type_fallback_rows": 5,
+    "distinct_study_description": 22,
+    "distinct_protocol_name": 31
+   }
+  }
+ ],
+ "realised": {
+  "n": 100,
+  "unique_patients": 100,
+  "distinct_patient_ids": 100,
+  "aaa": 9,
+  "aaa_share": 0.09,
+  "ectatic": 8,
+  "ectatic_share": 0.08,
+  "reference_band_aaa": 9,
+  "reference_band_ectatic": 8,
+  "age_mean": 61.54,
+  "age_60_plus": 0.59,
+  "male_share": 0.56,
+  "age_band": {
+   "20-29": 4,
+   "30-39": 7,
+   "40-49": 9,
+   "50-59": 21,
+   "60-69": 24,
+   "70-79": 24,
+   "80-89": 9,
+   "90-99": 2
+  },
+  "contrast_phase": {
+   "arterial": 14,
+   "non-contrast": 26,
+   "venous": 60
+  },
+  "scanner_vendor": {
+   "siemens": 88,
+   "ge": 5,
+   "philips": 4,
+   "nan": 3
+  },
+  "slice_thickness_class": {
+   "standard": 34,
+   "thick": 11,
+   "thin": 55
+  },
+  "mean_dice": 0.9741766322458575,
+  "stale_rows": 0
+ },
+ "match_required": true,
+ "match_vs_reference": {
+  "aaa_rel": 0.0,
+  "male_rel": 0.0,
+  "age60_rel": 0.0,
+  "age_band_tv": 0.0,
+  "phase_tv": 0.0,
+  "ok": true
+ },
+ "release": {
+  "withhold_columns": [],
+  "patient_id": "keep"
+ },
+ "waldos": [
+  {
+   "kind": "none",
+   "severity": "none",
+   "description": "Stratified random sample, one scan per patient. The IID control and the reference for every other hospital.",
+   "evidence_expected": "Measures sit inside their split-half nulls; no axis stands out."
+  }
+ ],
+ "cases": [
+  {
+   "row_id": "s1062",
+   "image_id": "s1062",
+   "patient_key": "s1062",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e72b4c1df5918c13",
+   "patient_id": "11afdb420bb1ce1c",
+   "age": 73.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.223748416156685,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0880",
+   "image_id": "s0880",
+   "patient_key": "s0880",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "af894e950aff5324",
+   "patient_id": "2cd631c8109ae39c",
+   "age": 72.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 28.151376520518493,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0193",
+   "image_id": "s0193",
+   "patient_key": "s0193",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "aaca57b4f707db9c",
+   "patient_id": "a078f761ad36e7a6",
+   "age": 63.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.594247055390007,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0143",
+   "image_id": "s0143",
+   "patient_key": "s0143",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9ae5cc3611d29ad9",
+   "patient_id": "fb7d62e6686860aa",
+   "age": 22.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.34393632784414,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1404",
+   "image_id": "s1404",
+   "patient_key": "s1404",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ffeb605acc3d16d5",
+   "patient_id": "22536157842c545d",
+   "age": 63.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.692354826475215,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0860",
+   "image_id": "s0860",
+   "patient_key": "s0860",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cf21d0e4d653cde0",
+   "patient_id": "1c38bb36a9efdec6",
+   "age": 56.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.40939982143925,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0052",
+   "image_id": "s0052",
+   "patient_key": "s0052",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "608ab5f6124d371c",
+   "patient_id": "f78bb7d1fd62512d",
+   "age": 78.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.600847442411894,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1189",
+   "image_id": "s1189",
+   "patient_key": "s1189",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a06fcea4bafb43fe",
+   "patient_id": "41e2fafe515436df",
+   "age": 41.0,
+   "study_type": "ct polytrauma",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.88854381999832,
+   "contrast_phase": "arterial",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0545",
+   "image_id": "s0545",
+   "patient_key": "s0545",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "29b2de502191062c",
+   "patient_id": "3fc6e02c441fece6",
+   "age": 43.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.034688796871432,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0986",
+   "image_id": "s0986",
+   "patient_key": "s0986",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "515295a25ffbaaa4",
+   "patient_id": "88196d1f017c686d",
+   "age": 88.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.71181140275875,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0579",
+   "image_id": "s0579",
+   "patient_key": "s0579",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "4c1b7778431f2a74",
+   "patient_id": "accddf5c338569fe",
+   "age": 56.0,
+   "study_type": "ct spine",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.298221281347036,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1287",
+   "image_id": "s1287",
+   "patient_key": "s1287",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3daeef0f9ea8b4ad",
+   "patient_id": "ebc948728782eab9",
+   "age": 77.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "val",
+   "institute": "j",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.940139493908923,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0585",
+   "image_id": "s0585",
+   "patient_key": "s0585",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8878a1cf50fdcdd3",
+   "patient_id": "b612c7ac8843b668",
+   "age": 79.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.96351393264352,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Iliofemoral Access",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1368",
+   "image_id": "s1368",
+   "patient_key": "s1368",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8b183d9e48e0dc40",
+   "patient_id": "837fc87513936965",
+   "age": 41.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.24828759089466,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0683",
+   "image_id": "s0683",
+   "patient_key": "s0683",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "857ded2d089d39cb",
+   "patient_id": "6e25e50e5fd9ff55",
+   "age": 75.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.347583711273153,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0174",
+   "image_id": "s0174",
+   "patient_key": "s0174",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b2a5ac186376fe76",
+   "patient_id": "a91c76749e7d6177",
+   "age": 59.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.101242188104617,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0120",
+   "image_id": "s0120",
+   "patient_key": "s0120",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "41bf1a1b005eaa5c",
+   "patient_id": "daedc3ff487f83bb",
+   "age": 60.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.40939982143925,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0045",
+   "image_id": "s0045",
+   "patient_key": "s0045",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a99a5aae4867466a",
+   "patient_id": "61a5061474a974b9",
+   "age": 70.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 63.65924913160695,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0919",
+   "image_id": "s0919",
+   "patient_key": "s0919",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d9dfb82ff4294bdc",
+   "patient_id": "ae25bd5729c00500",
+   "age": 65.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.67059704707229,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0090",
+   "image_id": "s0090",
+   "patient_key": "s0090",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8eff68912508dfd7",
+   "patient_id": "0648d9980ce09cf2",
+   "age": 72.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.88854381999832,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1371",
+   "image_id": "s1371",
+   "patient_key": "s1371",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "691b74e25a822501",
+   "patient_id": "462a9a985abf7e0d",
+   "age": 70.0,
+   "study_type": "ct whole body",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.612496949731394,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0298",
+   "image_id": "s0298",
+   "patient_key": "s0298",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ea9faca4dcc6ba58",
+   "patient_id": "150848902a63546b",
+   "age": 66.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.16246964380094,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0153",
+   "image_id": "s0153",
+   "patient_key": "s0153",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "43da44a7308ef167",
+   "patient_id": "96ebfb5db792f731",
+   "age": 38.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.396078054371138,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1241",
+   "image_id": "s1241",
+   "patient_key": "s1241",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0376b24f29d650f7",
+   "patient_id": "97b411269a948bb4",
+   "age": 73.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "f",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.90602923739438,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0194",
+   "image_id": "s0194",
+   "patient_key": "s0194",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fbc4dd7c9c65650e",
+   "patient_id": "f5ed347e648c6d02",
+   "age": 67.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.594247055390007,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1012",
+   "image_id": "s1012",
+   "patient_key": "s1012",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "12b2be7669c27469",
+   "patient_id": "dbebec7cf94958c7",
+   "age": 46.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.5,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0573",
+   "image_id": "s0573",
+   "patient_key": "s0573",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ba5d30369d27f57a",
+   "patient_id": "c91c59971dcebbc8",
+   "age": 88.0,
+   "study_type": "ct pelvis",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.8806130178211,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0621",
+   "image_id": "s0621",
+   "patient_key": "s0621",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e2c4e488c3eb3c76",
+   "patient_id": "102684b3f11fb4d1",
+   "age": 85.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.62214450449026,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0179",
+   "image_id": "s0179",
+   "patient_key": "s0179",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d9f1d2d66dc8f4f7",
+   "patient_id": "a2e0c8def060d356",
+   "age": 39.0,
+   "study_type": "ct abdomen",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.269916039170543,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0749",
+   "image_id": "s0749",
+   "patient_key": "s0749",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f3d21da9dead2007",
+   "patient_id": "37ead2276b7c7d8e",
+   "age": 75.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.847319317591726,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0685",
+   "image_id": "s0685",
+   "patient_key": "s0685",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "03298648e02113fe",
+   "patient_id": "51a42d4c3920c475",
+   "age": 47.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.37755832643195,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1267",
+   "image_id": "s1267",
+   "patient_key": "s1267",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "83d2ef814994ac10",
+   "patient_id": "62b593c371082c20",
+   "age": 59.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.840329667841555,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1424",
+   "image_id": "s1424",
+   "patient_key": "s1424",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "50e179aacfa02d83",
+   "patient_id": "10f60b897fb60189",
+   "age": 98.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "d",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.235384061671343,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1336",
+   "image_id": "s1336",
+   "patient_key": "s1336",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "442c9a5f03c47e39",
+   "patient_id": "3dfc482e97f96cab",
+   "age": 79.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "j",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 41.46383966783588,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0727",
+   "image_id": "s0727",
+   "patient_key": "s0727",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ae28dc9b9bc7c776",
+   "patient_id": "1ff8ddd34cf67848",
+   "age": 88.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.20360331117452,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0151",
+   "image_id": "s0151",
+   "patient_key": "s0151",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "061bc99a13dc6f68",
+   "patient_id": "7d4fe5069780072a",
+   "age": 67.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.588713996153036,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0593",
+   "image_id": "s0593",
+   "patient_key": "s0593",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "922ebc9d0b7a5b53",
+   "patient_id": "fbce7dcff387b8fa",
+   "age": 55.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.66815470259447,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1151",
+   "image_id": "s1151",
+   "patient_key": "s1151",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "093c496813c48c55",
+   "patient_id": "52cc95850a6edecc",
+   "age": 49.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.402205763103165,
+   "contrast_phase": "venous",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0916",
+   "image_id": "s0916",
+   "patient_key": "s0916",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f30b0864e6d365ce",
+   "patient_id": "8f2df97794ff378c",
+   "age": 65.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.299103120977758,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1314",
+   "image_id": "s1314",
+   "patient_key": "s1314",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3eb5397f4d879c8c",
+   "patient_id": "513f8858e9faee69",
+   "age": 62.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.0,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0550",
+   "image_id": "s0550",
+   "patient_key": "s0550",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0d151e11c47607cf",
+   "patient_id": "d103d3431f479087",
+   "age": 62.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.879907872519105,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0311",
+   "image_id": "s0311",
+   "patient_key": "s0311",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0b5ef31ed90d184e",
+   "patient_id": "5ab16b8459295c1d",
+   "age": 55.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.45507645834372,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0721",
+   "image_id": "s0721",
+   "patient_key": "s0721",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "222e0db65cd14554",
+   "patient_id": "913330aa23da38a4",
+   "age": 33.0,
+   "study_type": "ct abdomen",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.62077013859466,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0830",
+   "image_id": "s0830",
+   "patient_key": "s0830",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cc803c6b992c7ac3",
+   "patient_id": "8599003b6f5b6b78",
+   "age": 84.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.914607000811127,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1210",
+   "image_id": "s1210",
+   "patient_key": "s1210",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "27979307ccb6eb04",
+   "patient_id": "5be1e2f7757bedca",
+   "age": 80.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.42007685726074,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1063",
+   "image_id": "s1063",
+   "patient_key": "s1063",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6e71fa276a2e2cab",
+   "patient_id": "d886d4771698fed5",
+   "age": 49.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.6468827043885,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0131",
+   "image_id": "s0131",
+   "patient_key": "s0131",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "af31bfd40e9ac846",
+   "patient_id": "1e0f3bc743f7a30f",
+   "age": 38.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.89258241577618,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1028",
+   "image_id": "s1028",
+   "patient_key": "s1028",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0b23835cc6e65fb6",
+   "patient_id": "b7debe5d936c6e9c",
+   "age": 65.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.112185361118765,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0804",
+   "image_id": "s0804",
+   "patient_key": "s0804",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0d0e41572ee960b8",
+   "patient_id": "9a9c0c91d325f6de",
+   "age": 44.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.474342094150447,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1423",
+   "image_id": "s1423",
+   "patient_key": "s1423",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1058ceb07acddc6c",
+   "patient_id": "5598f7831d05ad2e",
+   "age": 27.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.029386365926403,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1208",
+   "image_id": "s1208",
+   "patient_key": "s1208",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "625248990bd31cac",
+   "patient_id": "77321b99368547f1",
+   "age": 67.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 36.10055401236939,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0663",
+   "image_id": "s0663",
+   "patient_key": "s0663",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "255471b062ca8dc0",
+   "patient_id": "d1b5febc75a15585",
+   "age": 61.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.867962264113206,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0345",
+   "image_id": "s0345",
+   "patient_key": "s0345",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ae92d2b07262078a",
+   "patient_id": "9d11d3e1d375491a",
+   "age": 53.0,
+   "study_type": "ct spine",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.264780248263683,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0629",
+   "image_id": "s0629",
+   "patient_key": "s0629",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b521b79348e29dda",
+   "patient_id": "1b766b1640cfc49e",
+   "age": 66.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.66815470259447,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0028",
+   "image_id": "s0028",
+   "patient_key": "s0028",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a285fb2afa2c9fec",
+   "patient_id": "4029bdda4af2f6d9",
+   "age": 59.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.916433890176299,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0494",
+   "image_id": "s0494",
+   "patient_key": "s0494",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "14ed95b7c7138a87",
+   "patient_id": "032e4ac0cecaab2c",
+   "age": 56.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.069310999592652,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0712",
+   "image_id": "s0712",
+   "patient_key": "s0712",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f0b08704d8433356",
+   "patient_id": "5efaa385f378e469",
+   "age": 81.0,
+   "study_type": "ct pelvis",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.051077071199945,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0161",
+   "image_id": "s0161",
+   "patient_key": "s0161",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8e1c54b6c645b496",
+   "patient_id": "4c2f6e4edb34021e",
+   "age": 53.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.0124960961895,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0669",
+   "image_id": "s0669",
+   "patient_key": "s0669",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fb1b54ba67274540",
+   "patient_id": "06525ea85f71290b",
+   "age": 82.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 55.80546568213547,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0723",
+   "image_id": "s0723",
+   "patient_key": "s0723",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "446b940bbfeba202",
+   "patient_id": "e5aa87dcc4b6b7e7",
+   "age": 71.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.242645786248,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0315",
+   "image_id": "s0315",
+   "patient_key": "s0315",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c85e1ca73846080a",
+   "patient_id": "452452340e34b4d4",
+   "age": 51.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.147234590350102,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0228",
+   "image_id": "s0228",
+   "patient_key": "s0228",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cb7493500b0c2801",
+   "patient_id": "b2a3a83c30bf6d07",
+   "age": 42.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.82438317461282,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1161",
+   "image_id": "s1161",
+   "patient_key": "s1161",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5901c422aeb9004d",
+   "patient_id": "b8bf407fa47fb8e6",
+   "age": 52.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.095023109728988,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0639",
+   "image_id": "s0639",
+   "patient_key": "s0639",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7c73d6c3d9ea208d",
+   "patient_id": "760487fbd298f885",
+   "age": 58.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.587033144922902,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0957",
+   "image_id": "s0957",
+   "patient_key": "s0957",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "27fb6422627c37eb",
+   "patient_id": "e99dc336af54fd55",
+   "age": 50.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.334935823359714,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1121",
+   "image_id": "s1121",
+   "patient_key": "s1121",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6db3fa48c46c4bb9",
+   "patient_id": "1206379b7f367f66",
+   "age": 30.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.317821063276353,
+   "contrast_phase": "venous",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0896",
+   "image_id": "s0896",
+   "patient_key": "s0896",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c7376599a83e8dd6",
+   "patient_id": "8072465f10c2c6ce",
+   "age": 21.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 13.46291201783626,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0483",
+   "image_id": "s0483",
+   "patient_key": "s0483",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a24765c00f84d139",
+   "patient_id": "b9062cedf6bcc17a",
+   "age": 51.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.426698215815495,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1174",
+   "image_id": "s1174",
+   "patient_key": "s1174",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7b1f16291510dcb6",
+   "patient_id": "a8f3286107160c7c",
+   "age": 61.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.607794065928395,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1256",
+   "image_id": "s1256",
+   "patient_key": "s1256",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "42edb2902813a435",
+   "patient_id": "c6a4c581fbfacf96",
+   "age": 59.0,
+   "study_type": "ct pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.303940504246953,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0137",
+   "image_id": "s0137",
+   "patient_key": "s0137",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "036aea06f6ba3f0c",
+   "patient_id": "b58bc701aa978e47",
+   "age": 67.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.155644370746373,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1088",
+   "image_id": "s1088",
+   "patient_key": "s1088",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7c752748e580cbb8",
+   "patient_id": "9ca9dd47d73f5cb1",
+   "age": 90.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 31.100643080167973,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0476",
+   "image_id": "s0476",
+   "patient_key": "s0476",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6ae53a4fc515c47f",
+   "patient_id": "b57be9295e4b872e",
+   "age": 61.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.248456731316587,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0321",
+   "image_id": "s0321",
+   "patient_key": "s0321",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8f0145637a68f906",
+   "patient_id": "c9b28716436e4ed0",
+   "age": 60.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.03943276465977,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1427",
+   "image_id": "s1427",
+   "patient_key": "s1427",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a144e1895f6ea137",
+   "patient_id": "1b73e7f4dfa42ce6",
+   "age": 23.0,
+   "study_type": null,
+   "pathology": null,
+   "split": "test",
+   "institute": null,
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.945218719101975,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1236",
+   "image_id": "s1236",
+   "patient_key": "s1236",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c74ecb41913150f9",
+   "patient_id": "de4d583cb748a644",
+   "age": 69.0,
+   "study_type": "ct  intervention",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.544079548889602,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1397",
+   "image_id": "s1397",
+   "patient_key": "s1397",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "2f7e10b34eeb5bfb",
+   "patient_id": "8aa59a463015c64f",
+   "age": 74.0,
+   "study_type": "ct whole body",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 30.23243291566195,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1070",
+   "image_id": "s1070",
+   "patient_key": "s1070",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "553575f180f8e8c0",
+   "patient_id": "f032bda713b06f4b",
+   "age": 37.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.269916039170543,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0283",
+   "image_id": "s0283",
+   "patient_key": "s0283",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1f4ce21760f0f329",
+   "patient_id": "22fb8e71a7f728ae",
+   "age": 56.0,
+   "study_type": "ct  intervention",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.615528128088304,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0004",
+   "image_id": "s0004",
+   "patient_key": "s0004",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "795116e1542a18c3",
+   "patient_id": "2d8b28ee761392d9",
+   "age": 71.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.319679086361656,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0016",
+   "image_id": "s0016",
+   "patient_key": "s0016",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7be758b90c8f94bb",
+   "patient_id": "e48b2a5d822586a9",
+   "age": 83.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 54.150253923689036,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0324",
+   "image_id": "s0324",
+   "patient_key": "s0324",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "79b448236c50bec7",
+   "patient_id": "4dc95f70c9d429c5",
+   "age": 54.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.4164878389476,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0467",
+   "image_id": "s0467",
+   "patient_key": "s0467",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "22e3e30ed8663ba2",
+   "patient_id": "ae75c81e96eb7c1f",
+   "age": 50.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 32.55764119219941,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0965",
+   "image_id": "s0965",
+   "patient_key": "s0965",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fa1f610cc3628577",
+   "patient_id": "14b404d67b499fb8",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.303940504246953,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0054",
+   "image_id": "s0054",
+   "patient_key": "s0054",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "2055809d19497a49",
+   "patient_id": "c5d15ea68d4cc327",
+   "age": 74.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.38861317723811,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0248",
+   "image_id": "s0248",
+   "patient_key": "s0248",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "40654811369eb4b1",
+   "patient_id": "5269585c0303edee",
+   "age": 71.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.924858845171276,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1384",
+   "image_id": "s1384",
+   "patient_key": "s1384",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6b88d082fd3ff101",
+   "patient_id": "2040ea053bcd57d9",
+   "age": 65.0,
+   "study_type": "ct whole body",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.200274723201296,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1178",
+   "image_id": "s1178",
+   "patient_key": "s1178",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8995bb98b28b4648",
+   "patient_id": "4a84de75cc940226",
+   "age": 57.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.506755523321747,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0196",
+   "image_id": "s0196",
+   "patient_key": "s0196",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "667ba2addbc5a711",
+   "patient_id": "12d81c53abce0e54",
+   "age": 73.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 33.1436268383531,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0626",
+   "image_id": "s0626",
+   "patient_key": "s0626",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6643c299358145c0",
+   "patient_id": "aab610b98203fba8",
+   "age": 60.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.71834935510066,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1301",
+   "image_id": "s1301",
+   "patient_key": "s1301",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1303a26e8856f5ca",
+   "patient_id": "9bdc122e9fa5eece",
+   "age": 77.0,
+   "study_type": "ct pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.77138815399763,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0477",
+   "image_id": "s0477",
+   "patient_key": "s0477",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fc3d58439d066fc9",
+   "patient_id": "c2f171b7c4d48d66",
+   "age": 68.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.081085628023203,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0637",
+   "image_id": "s0637",
+   "patient_key": "s0637",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d0580916c2cef641",
+   "patient_id": "c05f98bce1919666",
+   "age": 72.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.66779276708802,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0548",
+   "image_id": "s0548",
+   "patient_key": "s0548",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b09b99c11a218ba7",
+   "patient_id": "11d679a3eab6a632",
+   "age": 65.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.587033144922902,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0679",
+   "image_id": "s0679",
+   "patient_key": "s0679",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c52d8a630a7b0a08",
+   "patient_id": "01627621092414d6",
+   "age": 53.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.059928172283335,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1413",
+   "image_id": "s1413",
+   "patient_key": "s1413",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1cbefb026c24a767",
+   "patient_id": "324879083c830541",
+   "age": 32.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.402205763103165,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0105",
+   "image_id": "s0105",
+   "patient_key": "s0105",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "322d5a0d2dd91469",
+   "patient_id": "8363f7576f5b239a",
+   "age": 78.0,
+   "study_type": "ct  intervention",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.66217902243447,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0304",
+   "image_id": "s0304",
+   "patient_key": "s0304",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f8713c577e0dd3e2",
+   "patient_id": "ba43c82ea2fc5d96",
+   "age": 72.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.30316185775999,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1331",
+   "image_id": "s1331",
+   "patient_key": "s1331",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ec66c0e67f6002d2",
+   "patient_id": "05a825053bc4b1cc",
+   "age": 74.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.639085008382402,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0664",
+   "image_id": "s0664",
+   "patient_key": "s0664",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "99ac5e2c330842cf",
+   "patient_id": "93e054471edd9d17",
+   "age": 74.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.402205763103165,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  }
+ ],
+ "public_name": "hospital_a",
+ "release_key_fingerprint": "88dd7eeed9a0"
+}

keys/hospital_b.json

@@ -0,0 +1,2069 @@
+{
+ "recipe_id": "surveillance_clinic",
+ "display_name": "Surveillance Clinic",
+ "tier": "dev",
+ "seed": 2029,
+ "source": "totalsegmentator",
+ "labels": {
+  "diameter_method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_ref",
+  "aaa_threshold_mm": 30.0
+ },
+ "baseline": {
+  "method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_pred",
+  "aaa_threshold_mm": 30.0
+ },
+ "sampling": {
+  "candidates": 133,
+  "cross_from": {
+   "reader_drift_hospital": {
+    "n": 2,
+    "planned": 2
+   }
+  },
+  "duplicate_plan": {
+   "n_unique": 40,
+   "unique_bands": {
+    "aaa": 3,
+    "ectatic": 3,
+    "normal": 34
+   },
+   "repeated_bands": {
+    "aaa": 2,
+    "ectatic": 2,
+    "normal": 16
+   }
+  },
+  "band_target": {
+   "aaa": 3,
+   "ectatic": 3,
+   "normal": 34
+  },
+  "shortfall": {},
+  "objective": 0.06,
+  "targets": {
+   "age_band": {
+    "target": {
+     "70-79": 0.24,
+     "60-69": 0.24,
+     "50-59": 0.21,
+     "80-89": 0.09,
+     "40-49": 0.09,
+     "30-39": 0.07,
+     "20-29": 0.04,
+     "90-99": 0.02
+    },
+    "weight": 1.0
+   },
+   "sex": {
+    "target": {
+     "M": 0.56,
+     "F": 0.44
+    },
+    "weight": 1.0
+   },
+   "contrast_phase": {
+    "target": {
+     "venous": 0.6,
+     "non-contrast": 0.26,
+     "arterial": 0.14
+    },
+    "weight": 0.5
+   },
+   "slice_thickness_class": {
+    "target": {
+     "thin": 0.55,
+     "standard": 0.34,
+     "thick": 0.11
+    },
+    "weight": 0.5
+   }
+  }
+ },
+ "knobs": [
+  {
+   "type": "protocol_vocabulary",
+   "strength": "none",
+   "params": {
+    "style": "site_mixed",
+    "vocab_dir": "recipes/vocab",
+    "p_protocol_is_orderable": 0.15
+   },
+   "param_sources": {
+    "style": "recipe",
+    "vocab_dir": "recipe",
+    "p_protocol_is_orderable": "recipe"
+   },
+   "realised": {
+    "protocol_is_orderable": 0.1625,
+    "study_type_fallback_rows": 18,
+    "distinct_study_description": 21,
+    "distinct_protocol_name": 24
+   }
+  },
+  {
+   "type": "duplicate_patients",
+   "strength": "strong",
+   "params": {
+    "fraction": 0.5,
+    "copies": 2,
+    "perturb": "small_noise_and_shift",
+    "new_ids": "partial",
+    "new_id_fraction": 0.5
+   },
+   "param_sources": {
+    "fraction": "recipe",
+    "copies": "recipe",
+    "perturb": "recipe",
+    "new_ids": "recipe",
+    "new_id_fraction": "default"
+   },
+   "realised": {
+    "unique_patients": 40,
+    "patients_repeated": 20,
+    "repeat_rows": 40,
+    "repeat_rows_new_id": 20,
+    "distinct_patient_ids": 60,
+    "perturb": "table stand-in until rerun",
+    "diameter_sd_mm": 0.5,
+    "hu_mean_sd": 3.0,
+    "hu_sd_sd": 1.0,
+    "volume_rel_sd": 0.03,
+    "dice_sd": 0.003,
+    "embed_rel_sd": 0.1
+   }
+  },
+  {
+   "type": "cross_hospital_duplicates",
+   "strength": "weak",
+   "params": {
+    "with": "reader_drift_hospital",
+    "n": 2,
+    "new_ids": true
+   },
+   "param_sources": {
+    "with": "recipe",
+    "n": "recipe",
+    "new_ids": "recipe"
+   },
+   "realised": {
+    "rows_here": 2,
+    "note": "rows are placed in whichever hospital is drawn later"
+   }
+  }
+ ],
+ "realised": {
+  "n": 80,
+  "unique_patients": 40,
+  "distinct_patient_ids": 60,
+  "aaa": 7,
+  "aaa_share": 0.0875,
+  "ectatic": 7,
+  "ectatic_share": 0.0875,
+  "reference_band_aaa": 7,
+  "reference_band_ectatic": 7,
+  "age_mean": 60.525,
+  "age_60_plus": 0.55,
+  "male_share": 0.575,
+  "age_band": {
+   "20-29": 1,
+   "30-39": 5,
+   "40-49": 10,
+   "50-59": 20,
+   "60-69": 20,
+   "70-79": 14,
+   "80-89": 9,
+   "90-99": 1
+  },
+  "contrast_phase": {
+   "arterial": 16,
+   "non-contrast": 18,
+   "venous": 46
+  },
+  "scanner_vendor": {
+   "siemens": 57,
+   "philips": 16,
+   "ge": 4,
+   "nan": 3
+  },
+  "slice_thickness_class": {
+   "standard": 38,
+   "thick": 6,
+   "thin": 36
+  },
+  "mean_dice": 0.9700810098462866,
+  "stale_rows": 42
+ },
+ "match_required": true,
+ "match_vs_reference": {
+  "aaa_rel": 0.027777777777777804,
+  "male_rel": 0.026785714285714107,
+  "age60_rel": 0.0677966101694914,
+  "age_band_tv": 0.10750000000000001,
+  "phase_tv": 0.06000000000000001,
+  "ok": true
+ },
+ "release": {
+  "withhold_columns": [],
+  "patient_id": "rehash_partial"
+ },
+ "waldos": [
+  {
+   "kind": "clustering",
+   "severity": "strong",
+   "description": "Many patients scanned repeatedly, some under fresh IDs. Looks like 80 cases; holds far fewer independent ones.",
+   "evidence_expected": "Near-duplicate embeddings within the hospital, ICC and design effect, n_eff well below n, naive CIs too narrow."
+  },
+  {
+   "kind": "clustering",
+   "severity": "weak",
+   "description": "A handful of patients also appear at the Reader Drift Hospital under new IDs.",
+   "evidence_expected": "Cross-hospital near-duplicate pairs; a hospital-level split would leak."
+  }
+ ],
+ "cases": [
+  {
+   "row_id": "s0462_r1",
+   "image_id": "s0462",
+   "patient_key": "s0462",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "78caa829771bed16",
+   "patient_id": "4742b08ffeab0d06",
+   "age": 80.0,
+   "study_type": "ct spine",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.04562647044538,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1109",
+   "image_id": "s1109",
+   "patient_key": "s1109",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "25e62e0721874450",
+   "patient_id": "c03860083e2d2026",
+   "age": 72.0,
+   "study_type": "ct  intervention",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.912307751739878,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0119",
+   "image_id": "s0119",
+   "patient_key": "s0119",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "f87fe811ef687707",
+   "patient_id": "478b42fa9e4aa877",
+   "age": 43.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.838665984174707,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0253_r2",
+   "image_id": "s0253",
+   "patient_key": "s0253",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8b79f83e90ed1cb2",
+   "patient_id": "181f55ce336d4b78",
+   "age": 60.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.12764891036125,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0553",
+   "image_id": "s0553",
+   "patient_key": "s0553",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c59c4263ebf771cf",
+   "patient_id": "3f88d0f4e3a351ec",
+   "age": 45.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.392527130926087,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0053_r1",
+   "image_id": "s0053",
+   "patient_key": "s0053",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "f2c1f9be16fb69c0",
+   "patient_id": "696efdf26aee4a45",
+   "age": 30.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.893945340963537,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1339",
+   "image_id": "s1339",
+   "patient_key": "s1339",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "5c638186d390f906",
+   "patient_id": "d056ad051efed209",
+   "age": 55.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "f",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.67766952966369,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0899",
+   "image_id": "s0899",
+   "patient_key": "s0899",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "61680da474f4fa9f",
+   "patient_id": "86edc9eac262b0cd",
+   "age": 74.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.840329667841555,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1102",
+   "image_id": "s1102",
+   "patient_key": "s1102",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "49c403a341e1b66d",
+   "patient_id": "52ae3c798bd1c233",
+   "age": 22.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.200274723201296,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0216",
+   "image_id": "s0216",
+   "patient_key": "s0216",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "fc128d92ecfd2729",
+   "patient_id": "47c9284d0c321b91",
+   "age": 38.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.317821063276353,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0117",
+   "image_id": "s0117",
+   "patient_key": "s0117",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8d53855b383a3cb4",
+   "patient_id": "8bbb9940a2f4f18f",
+   "age": 50.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.47673159491453,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1249",
+   "image_id": "s1249",
+   "patient_key": "s1249",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "36c6a1458f4a3c58",
+   "patient_id": "e1b0976d2d928091",
+   "age": 94.0,
+   "study_type": "ct polytrauma",
+   "pathology": "bleeding",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.6596032513375,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0189_r1",
+   "image_id": "s0189",
+   "patient_key": "s0189",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "87e01d6c28e4733c",
+   "patient_id": "2892c47d7a0f1600",
+   "age": 50.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.752176144540194,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1149",
+   "image_id": "s1149",
+   "patient_key": "s1149",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "fa94a2bf6152d013",
+   "patient_id": "1a3495eefc104045",
+   "age": 80.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 36.68787265568828,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0899_r1",
+   "image_id": "s0899",
+   "patient_key": "s0899",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ad2f5ff50eafb1c0",
+   "patient_id": "86edc9eac262b0cd",
+   "age": 74.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.331508059380646,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0145_r1",
+   "image_id": "s0145",
+   "patient_key": "s0145",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "af8ce3719564402d",
+   "patient_id": "da798cd61fdf5bdd",
+   "age": 54.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.98248905213376,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0077_xsurveillance_clinic",
+   "image_id": "s0077",
+   "patient_key": "s0077",
+   "kind": "cross",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": "reader_drift_hospital",
+   "case_id": "57cccc056d6e347f",
+   "patient_id": "d4295924eeebfb68",
+   "age": 77.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.94716401813985,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1224",
+   "image_id": "s1224",
+   "patient_key": "s1224",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "1347b6adfa9652f5",
+   "patient_id": "c1a737884d561157",
+   "age": 72.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.243278598338918,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0383_r2",
+   "image_id": "s0383",
+   "patient_key": "s0383",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "dc960f6b65a59de9",
+   "patient_id": "9451e12dcc7e7612",
+   "age": 80.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.241074456313022,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0462_r2",
+   "image_id": "s0462",
+   "patient_key": "s0462",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "5bca1970468b29a2",
+   "patient_id": "58baf5063c8c1de9",
+   "age": 80.0,
+   "study_type": "ct spine",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.607469668565475,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1240",
+   "image_id": "s1240",
+   "patient_key": "s1240",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "f6d964bccbab565a",
+   "patient_id": "7599d61ee81e5895",
+   "age": 62.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.80350850198276,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1422_r2",
+   "image_id": "s1422",
+   "patient_key": "s1422",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "2f4fc0f3cfa28bfc",
+   "patient_id": "457544758157fd18",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.95830673604786,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0462",
+   "image_id": "s0462",
+   "patient_key": "s0462",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "3a66fcff837f1e8e",
+   "patient_id": "9cc7681552ae93c5",
+   "age": 80.0,
+   "study_type": "ct spine",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.177280225416848,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1354",
+   "image_id": "s1354",
+   "patient_key": "s1354",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "31fe5abd4066493c",
+   "patient_id": "9f7930f7436953e1",
+   "age": 31.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.92344832893492,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0053",
+   "image_id": "s0053",
+   "patient_key": "s0053",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "b27f6e0f5b72c1e5",
+   "patient_id": "223e6d13a28bc9cc",
+   "age": 30.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.828879952943073,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1152_xsurveillance_clinic",
+   "image_id": "s1152",
+   "patient_key": "s1152",
+   "kind": "cross",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": "reader_drift_hospital",
+   "case_id": "6b7c9f262ab2298f",
+   "patient_id": "61c7765b05433ca2",
+   "age": 76.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.76841268056455,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1339_r1",
+   "image_id": "s1339",
+   "patient_key": "s1339",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "cff80dc4a019422c",
+   "patient_id": "50a390ad2a891f13",
+   "age": 55.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "f",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.90206469857964,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1309_r1",
+   "image_id": "s1309",
+   "patient_key": "s1309",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "48a38696f7a2b40c",
+   "patient_id": "a5aa37418a84e63c",
+   "age": 65.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.63282482844205,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0117_r2",
+   "image_id": "s0117",
+   "patient_key": "s0117",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "b37fb7c45831cdbb",
+   "patient_id": "e66a6edf675e519d",
+   "age": 50.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.305673208928702,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0239",
+   "image_id": "s0239",
+   "patient_key": "s0239",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "58368a637e3abdb2",
+   "patient_id": "3a7b1b460a1be041",
+   "age": 48.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.16615541441225,
+   "contrast_phase": "venous",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1285_r1",
+   "image_id": "s1285",
+   "patient_key": "s1285",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "9f2d9f6a28512da3",
+   "patient_id": "419704e577d28b26",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.300861106944836,
+   "contrast_phase": "arterial",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0859",
+   "image_id": "s0859",
+   "patient_key": "s0859",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "77c25f5505e493e6",
+   "patient_id": "f35aa1b7eb369f9a",
+   "age": 70.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.82438317461282,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1240_r2",
+   "image_id": "s1240",
+   "patient_key": "s1240",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "9bcfbb37577ef2cf",
+   "patient_id": "7599d61ee81e5895",
+   "age": 62.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.98407819346642,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0221",
+   "image_id": "s0221",
+   "patient_key": "s0221",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a95eb4393561c9f2",
+   "patient_id": "ae4532f8fd11e824",
+   "age": 62.0,
+   "study_type": "ct spine",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.71181140275875,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0189_r2",
+   "image_id": "s0189",
+   "patient_key": "s0189",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "62aa78707a1fe527",
+   "patient_id": "2892c47d7a0f1600",
+   "age": 50.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.979561736890755,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Iliofemoral Access",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1339_r2",
+   "image_id": "s1339",
+   "patient_key": "s1339",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "1239b435355cf634",
+   "patient_id": "029a82c65c350c2d",
+   "age": 55.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "f",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.51010212614828,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0072",
+   "image_id": "s0072",
+   "patient_key": "s0072",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "915269a8caf0413f",
+   "patient_id": "80aa5d3e2e17d300",
+   "age": 67.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.879203718901298,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1422",
+   "image_id": "s1422",
+   "patient_key": "s1422",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8bafe31097ca6a71",
+   "patient_id": "457544758157fd18",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.89650628371062,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0253_r1",
+   "image_id": "s0253",
+   "patient_key": "s0253",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "fc09023b822c4a1f",
+   "patient_id": "181f55ce336d4b78",
+   "age": 60.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.288222429291174,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0553_r2",
+   "image_id": "s0553",
+   "patient_key": "s0553",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "c5720039f513d589",
+   "patient_id": "d255645d2ae541d7",
+   "age": 45.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.61355949942644,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0189",
+   "image_id": "s0189",
+   "patient_key": "s0189",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "3521570a9222fdcd",
+   "patient_id": "2892c47d7a0f1600",
+   "age": 50.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.73863375370596,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Iliofemoral Access",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1149_r2",
+   "image_id": "s1149",
+   "patient_key": "s1149",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "f620cd4b2c2b188c",
+   "patient_id": "742950b266d26aa0",
+   "age": 80.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 37.265593919309254,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0677",
+   "image_id": "s0677",
+   "patient_key": "s0677",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "de592d2a3773523a",
+   "patient_id": "24fd6db83417c60e",
+   "age": 56.0,
+   "study_type": "ct chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0145",
+   "image_id": "s0145",
+   "patient_key": "s0145",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "809e3957c5869839",
+   "patient_id": "dd9dda86700f8378",
+   "age": 54.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.41093483101497,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0059",
+   "image_id": "s0059",
+   "patient_key": "s0059",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "2bdc140128d607d2",
+   "patient_id": "8f4e63abff8e434f",
+   "age": 48.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.443445211480501,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1149_r1",
+   "image_id": "s1149",
+   "patient_key": "s1149",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "39ace6380061fefd",
+   "patient_id": "1a3495eefc104045",
+   "age": 80.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 36.55857631145009,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0951",
+   "image_id": "s0951",
+   "patient_key": "s0951",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c159568557a6aad3",
+   "patient_id": "3d23feabb3ef1c49",
+   "age": 72.0,
+   "study_type": "ct pelvis",
+   "pathology": "trauma",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.638462845343543,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0053_r2",
+   "image_id": "s0053",
+   "patient_key": "s0053",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "e98c4c3798a8f72c",
+   "patient_id": "bbe87a2d517e6158",
+   "age": 30.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.14245155930695,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0899_r2",
+   "image_id": "s0899",
+   "patient_key": "s0899",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "e4acec5210c8f141",
+   "patient_id": "f2abdf4ceb865e22",
+   "age": 74.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.39324776464205,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1309",
+   "image_id": "s1309",
+   "patient_key": "s1309",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "2569b7523dc82e80",
+   "patient_id": "883b100ea6981672",
+   "age": 65.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.88854381999832,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0221_r1",
+   "image_id": "s0221",
+   "patient_key": "s0221",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "050f1a66726bf8c5",
+   "patient_id": "ae4532f8fd11e824",
+   "age": 62.0,
+   "study_type": "ct spine",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.842088980114337,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0117_r1",
+   "image_id": "s0117",
+   "patient_key": "s0117",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "e35dd09a25a81546",
+   "patient_id": "a95b7545c64020af",
+   "age": 50.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.384489272096054,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0221_r2",
+   "image_id": "s0221",
+   "patient_key": "s0221",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "6d9ae534585f6eaa",
+   "patient_id": "ae4532f8fd11e824",
+   "age": 62.0,
+   "study_type": "ct spine",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.898314105226707,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0239_r2",
+   "image_id": "s0239",
+   "patient_key": "s0239",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "13fe8ee249f5ea0d",
+   "patient_id": "3a7b1b460a1be041",
+   "age": 48.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.968520623842718,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1038",
+   "image_id": "s1038",
+   "patient_key": "s1038",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a0875e57e3d0452b",
+   "patient_id": "67a922b81afa1b4c",
+   "age": 58.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.557607215607945,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1016_r2",
+   "image_id": "s1016",
+   "patient_key": "s1016",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "ef7ec97a67335996",
+   "patient_id": "e434d36c32ca5758",
+   "age": 79.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 39.30490896833841,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1089",
+   "image_id": "s1089",
+   "patient_key": "s1089",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "10747c7f19bbccbf",
+   "patient_id": "ad67fe55956125c1",
+   "age": 65.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.670026608594387,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1309_r2",
+   "image_id": "s1309",
+   "patient_key": "s1309",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "17606aa2a21ec8a8",
+   "patient_id": "6b4c6f42a98d7016",
+   "age": 65.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.3915239725374,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0616",
+   "image_id": "s0616",
+   "patient_key": "s0616",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a6e0005efb9e3bfd",
+   "patient_id": "5a918fbf71419687",
+   "age": 56.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.073740054644116,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0239_r1",
+   "image_id": "s0239",
+   "patient_key": "s0239",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "4e57229743cff22f",
+   "patient_id": "3a7b1b460a1be041",
+   "age": 48.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.690076071479673,
+   "contrast_phase": "venous",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0355",
+   "image_id": "s0355",
+   "patient_key": "s0355",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "12936a0e317d7e10",
+   "patient_id": "fba5f6ee76043968",
+   "age": 60.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.102036105300343,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1240_r1",
+   "image_id": "s1240",
+   "patient_key": "s1240",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "c465a5a69881538b",
+   "patient_id": "9e746ffa19443f1d",
+   "age": 62.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.557924353704717,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1285",
+   "image_id": "s1285",
+   "patient_key": "s1285",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8b927180eae9a299",
+   "patient_id": "419704e577d28b26",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.82438317461282,
+   "contrast_phase": "arterial",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0677_r1",
+   "image_id": "s0677",
+   "patient_key": "s0677",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "9809cb6a06e80f92",
+   "patient_id": "24fd6db83417c60e",
+   "age": 56.0,
+   "study_type": "ct chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.643635539701915,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0119_r2",
+   "image_id": "s0119",
+   "patient_key": "s0119",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "ba500f44a16598f2",
+   "patient_id": "11612b9d2a63ee28",
+   "age": 43.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.025718459276927,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0253",
+   "image_id": "s0253",
+   "patient_key": "s0253",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "fb0de524c9d9eecd",
+   "patient_id": "181f55ce336d4b78",
+   "age": 60.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.144189719076646,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1165",
+   "image_id": "s1165",
+   "patient_key": "s1165",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a2578c41b8473abf",
+   "patient_id": "82386c97ba2b90f9",
+   "age": 78.0,
+   "study_type": "ct spine",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.62214450449026,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0145_r2",
+   "image_id": "s0145",
+   "patient_key": "s0145",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8dc8300c930794cd",
+   "patient_id": "dd9dda86700f8378",
+   "age": 54.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.998479119019937,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1285_r2",
+   "image_id": "s1285",
+   "patient_key": "s1285",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "83c7f3d60ca9669e",
+   "patient_id": "5bdbbb5d1748e79e",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.119681691635506,
+   "contrast_phase": "arterial",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1422_r1",
+   "image_id": "s1422",
+   "patient_key": "s1422",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": null,
+   "case_id": "84ac847abb1ad5c2",
+   "patient_id": "9ba255c3135acb79",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.545362739123473,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1016_r1",
+   "image_id": "s1016",
+   "patient_key": "s1016",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "b94fbf0d08793bb3",
+   "patient_id": "1707dbc767023d2a",
+   "age": 79.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 39.37534156307718,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s1228",
+   "image_id": "s1228",
+   "patient_key": "s1228",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "3e07c872c7e5a4e8",
+   "patient_id": "369757018dea5011",
+   "age": 62.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.96351393264352,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1016",
+   "image_id": "s1016",
+   "patient_key": "s1016",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "db81b4a7bd73d661",
+   "patient_id": "1707dbc767023d2a",
+   "age": 79.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 39.322385482063524,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0183",
+   "image_id": "s0183",
+   "patient_key": "s0183",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "d2dd550f193604cc",
+   "patient_id": "db6896ec1744647a",
+   "age": 69.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 35.387144558440994,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0553_r1",
+   "image_id": "s0553",
+   "patient_key": "s0553",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8e2c6cd16986482b",
+   "patient_id": "3f88d0f4e3a351ec",
+   "age": 45.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.663844461187466,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0119_r1",
+   "image_id": "s0119",
+   "patient_key": "s0119",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "5efb1c88edcdd5df",
+   "patient_id": "478b42fa9e4aa877",
+   "age": 43.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.955899543324062,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0677_r2",
+   "image_id": "s0677",
+   "patient_key": "s0677",
+   "kind": "repeat",
+   "copy": 2,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ff72eb0c120c9c2f",
+   "patient_id": "24fd6db83417c60e",
+   "age": 56.0,
+   "study_type": "ct chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.022218714230338,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0313",
+   "image_id": "s0313",
+   "patient_key": "s0313",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "cb495f026d3f91da",
+   "patient_id": "08696e0a4324a515",
+   "age": 73.0,
+   "study_type": "ct spine",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.838665984174707,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0383",
+   "image_id": "s0383",
+   "patient_key": "s0383",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "615e3ec434cf544b",
+   "patient_id": "175df7e7d29ba8b4",
+   "age": 80.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.924858845171276,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0383_r1",
+   "image_id": "s0383",
+   "patient_key": "s0383",
+   "kind": "repeat",
+   "copy": 1,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ca6c117f29a70bab",
+   "patient_id": "175df7e7d29ba8b4",
+   "age": 80.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.589249220546,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  }
+ ],
+ "public_name": "hospital_b",
+ "release_key_fingerprint": "88dd7eeed9a0"
+}

keys/hospital_c.json

@@ -0,0 +1,1927 @@
+{
+ "recipe_id": "community_hospital",
+ "display_name": "Community Hospital",
+ "tier": "dev",
+ "seed": 2027,
+ "source": "totalsegmentator",
+ "labels": {
+  "diameter_method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_ref",
+  "aaa_threshold_mm": 30.0
+ },
+ "baseline": {
+  "method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_pred",
+  "aaa_threshold_mm": 30.0
+ },
+ "sampling": {
+  "candidates": 162,
+  "band_target": {
+   "aaa": 7,
+   "ectatic": 6,
+   "normal": 67
+  },
+  "shortfall": {},
+  "objective": 0.014999999999999977,
+  "targets": {
+   "age_band": {
+    "target": {
+     "70-79": 0.24,
+     "60-69": 0.24,
+     "50-59": 0.21,
+     "80-89": 0.09,
+     "40-49": 0.09,
+     "30-39": 0.07,
+     "20-29": 0.04,
+     "90-99": 0.02
+    },
+    "weight": 1.0
+   },
+   "sex": {
+    "target": {
+     "M": 0.56,
+     "F": 0.44
+    },
+    "weight": 1.0
+   }
+  }
+ },
+ "knobs": [
+  {
+   "type": "protocol_vocabulary",
+   "strength": "none",
+   "params": {
+    "style": "site_mixed",
+    "vocab_dir": "recipes/vocab",
+    "p_protocol_is_orderable": 0.15
+   },
+   "param_sources": {
+    "style": "recipe",
+    "vocab_dir": "recipe",
+    "p_protocol_is_orderable": "recipe"
+   },
+   "realised": {
+    "protocol_is_orderable": 0.1375,
+    "study_type_fallback_rows": 2,
+    "distinct_study_description": 14,
+    "distinct_protocol_name": 18
+   }
+  },
+  {
+   "type": "resample_slice_thickness",
+   "strength": "strong",
+   "params": {
+    "target_mm": 5.0,
+    "fraction": 1.0
+   },
+   "param_sources": {
+    "target_mm": "recipe",
+    "fraction": "recipe"
+   },
+   "realised": {
+    "rows_resampled": 69,
+    "rows_already_at_or_above": 11,
+    "rows_image_rerun": 69,
+    "knob_value": "target_mm=5",
+    "table_values": "slice_thickness_mm and class set to target; rerun rows take aorta HU, organ volumes, predicted diameter, Dice and embedding from the thick-slice image; the rest are pre-knob until rerun"
+   }
+  },
+  {
+   "type": "contrast_phase_filter",
+   "strength": "strong",
+   "params": {
+    "keep": [
+     "venous"
+    ]
+   },
+   "param_sources": {
+    "keep": "recipe"
+   },
+   "realised": {
+    "applied_in": "sampling"
+   }
+  }
+ ],
+ "realised": {
+  "n": 80,
+  "unique_patients": 80,
+  "distinct_patient_ids": 80,
+  "aaa": 7,
+  "aaa_share": 0.0875,
+  "ectatic": 6,
+  "ectatic_share": 0.075,
+  "reference_band_aaa": 7,
+  "reference_band_ectatic": 6,
+  "age_mean": 61.5,
+  "age_60_plus": 0.5875,
+  "male_share": 0.5625,
+  "age_band": {
+   "20-29": 3,
+   "30-39": 6,
+   "40-49": 7,
+   "50-59": 17,
+   "60-69": 19,
+   "70-79": 19,
+   "80-89": 7,
+   "90-99": 2
+  },
+  "contrast_phase": {
+   "venous": 80
+  },
+  "scanner_vendor": {
+   "siemens": 73,
+   "philips": 5,
+   "ge": 2
+  },
+  "slice_thickness_class": {
+   "thick": 80
+  },
+  "mean_dice": 0.9607357705407406,
+  "stale_rows": 0
+ },
+ "match_required": true,
+ "match_vs_reference": {
+  "aaa_rel": 0.027777777777777804,
+  "male_rel": 0.004464285714285619,
+  "age60_rel": 0.00423728813559313,
+  "age_band_tv": 0.012500000000000002,
+  "phase_tv": 0.4,
+  "ok": true
+ },
+ "release": {
+  "withhold_columns": [],
+  "patient_id": "keep"
+ },
+ "waldos": [
+  {
+   "kind": "acquisition",
+   "severity": "strong",
+   "description": "Thick slices and venous phase only. Same patients-on-paper as the reference, scanned differently.",
+   "evidence_expected": "Label prior and demographics match the reference (EMD and Hellinger near zero) while slice thickness and the embeddings shift clearly and baseline Dice drops a little. Aorta HU moves only slightly."
+  }
+ ],
+ "cases": [
+  {
+   "row_id": "s0796",
+   "image_id": "s0796",
+   "patient_key": "s0796",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c300335a95923bc7",
+   "patient_id": "4fd92cdf06c44f2b",
+   "age": 82.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.924858845171276,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0991",
+   "image_id": "s0991",
+   "patient_key": "s0991",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8fabe39d53947af5",
+   "patient_id": "81f801ee3fd140ab",
+   "age": 71.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "val",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.144189719076646,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0440",
+   "image_id": "s0440",
+   "patient_key": "s0440",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "edc08730498f0001",
+   "patient_id": "c677517c32ca21b6",
+   "age": 55.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.613914953808536,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0939",
+   "image_id": "s0939",
+   "patient_key": "s0939",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ab7b02efd8c9d364",
+   "patient_id": "3c2a8e13f3a4592f",
+   "age": 73.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.0,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0650",
+   "image_id": "s0650",
+   "patient_key": "s0650",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d35482e70ce1d0a1",
+   "patient_id": "93cb039cb3b8dfbc",
+   "age": 65.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 32.31098884280702,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0863",
+   "image_id": "s0863",
+   "patient_key": "s0863",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3365269bf95a0999",
+   "patient_id": "815ec3a55ab6b5d6",
+   "age": 61.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.0124960961895,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1307",
+   "image_id": "s1307",
+   "patient_key": "s1307",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "37dafacdee74d020",
+   "patient_id": "88096a407aed4290",
+   "age": 52.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.902513789968157,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0794",
+   "image_id": "s0794",
+   "patient_key": "s0794",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3bcc13eea5d29946",
+   "patient_id": "55658bcf0d8f9c40",
+   "age": 60.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.12461179749811,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0720",
+   "image_id": "s0720",
+   "patient_key": "s0720",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "16c311087e547033",
+   "patient_id": "5c87410763b0b27a",
+   "age": 30.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "j",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.144189719076646,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1008",
+   "image_id": "s1008",
+   "patient_key": "s1008",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "442a74ef65438cbd",
+   "patient_id": "441559d920d21297",
+   "age": 76.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.47220505424423,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0328",
+   "image_id": "s0328",
+   "patient_key": "s0328",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d72d4f76f29b9ae7",
+   "patient_id": "877576b923f7789c",
+   "age": 60.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.88473427625861,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0163",
+   "image_id": "s0163",
+   "patient_key": "s0163",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e864320a69364b5f",
+   "patient_id": "a56f0167a0c4dc7c",
+   "age": 53.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 41.743262929483606,
+   "contrast_phase": "venous",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1143",
+   "image_id": "s1143",
+   "patient_key": "s1143",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9c511d8389586138",
+   "patient_id": "227d12ea3db2b645",
+   "age": 70.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.253865671269807,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1223",
+   "image_id": "s1223",
+   "patient_key": "s1223",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b785e4133e7ad7ba",
+   "patient_id": "f8d6717e7d5db925",
+   "age": 54.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.607794065928395,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0286",
+   "image_id": "s0286",
+   "patient_key": "s0286",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ebcdb9d132d2e390",
+   "patient_id": "52337dd02c7e307b",
+   "age": 74.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 53.50934497823721,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0428",
+   "image_id": "s0428",
+   "patient_key": "s0428",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cfe77a8614c99122",
+   "patient_id": "a9b7b0e2628a2908",
+   "age": 24.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.82153022471871,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0341",
+   "image_id": "s0341",
+   "patient_key": "s0341",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9f91a55a43e062c3",
+   "patient_id": "98c6801df0c4306a",
+   "age": 75.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.300259065618782,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0577",
+   "image_id": "s0577",
+   "patient_key": "s0577",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5ef090d86109ad2d",
+   "patient_id": "051fbd4650c5ff08",
+   "age": 42.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.209372712298546,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0447",
+   "image_id": "s0447",
+   "patient_key": "s0447",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "292c320a32c3fb3c",
+   "patient_id": "ca03bae1cc4b1467",
+   "age": 76.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.005951537600005,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0661",
+   "image_id": "s0661",
+   "patient_key": "s0661",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c66c50aba5576d1d",
+   "patient_id": "61a029e9dc8cca59",
+   "age": 90.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.200274723201296,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0924",
+   "image_id": "s0924",
+   "patient_key": "s0924",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "2db920ca03c9ecee",
+   "patient_id": "5b3029fdb30186c4",
+   "age": 63.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.289668856043768,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0158",
+   "image_id": "s0158",
+   "patient_key": "s0158",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8ec907b8bcce72db",
+   "patient_id": "617ece056d115c78",
+   "age": 50.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.005681084665387,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0992",
+   "image_id": "s0992",
+   "patient_key": "s0992",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fdf9dbb9c6a4fc60",
+   "patient_id": "cbd608eb0547c3b0",
+   "age": 54.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.507574019219177,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0369",
+   "image_id": "s0369",
+   "patient_key": "s0369",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d7c6a9edeb1c243d",
+   "patient_id": "08cc77b97cdc9231",
+   "age": 70.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.259406699226016,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0864",
+   "image_id": "s0864",
+   "patient_key": "s0864",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9d27aeb8956d9338",
+   "patient_id": "c3e3fe82048a9ed6",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.235384061671343,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0141",
+   "image_id": "s0141",
+   "patient_key": "s0141",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e302c2903be23da6",
+   "patient_id": "2a8f7789cd46d58c",
+   "age": 57.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.506755523321747,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0213",
+   "image_id": "s0213",
+   "patient_key": "s0213",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "2f50c35c9ff7cc37",
+   "patient_id": "cf587dec8706fd15",
+   "age": 31.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.88854381999832,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0546",
+   "image_id": "s0546",
+   "patient_key": "s0546",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6782c5f5955664c9",
+   "patient_id": "4f7e0fb5d3d68ffe",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "val",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.615528128088304,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0264",
+   "image_id": "s0264",
+   "patient_key": "s0264",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "db1c9706c6d4f675",
+   "patient_id": "8f86a9d9b173de28",
+   "age": 45.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.84656829757475,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0913",
+   "image_id": "s0913",
+   "patient_key": "s0913",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "abe261e44bc4b46a",
+   "patient_id": "d37070477c60c152",
+   "age": 29.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.46424919657298,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0961",
+   "image_id": "s0961",
+   "patient_key": "s0961",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0793ade4da91d6ce",
+   "patient_id": "478bf28db48811c3",
+   "age": 56.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.615528128088304,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0150",
+   "image_id": "s0150",
+   "patient_key": "s0150",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d015971fcc1376e4",
+   "patient_id": "ed1eb7559f2a8a7a",
+   "age": 78.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 37.51333096380539,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0903",
+   "image_id": "s0903",
+   "patient_key": "s0903",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d1c75735c02d0fb5",
+   "patient_id": "5977ef33614f0f51",
+   "age": 87.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.54994456755936,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0760",
+   "image_id": "s0760",
+   "patient_key": "s0760",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3f7d198469850761",
+   "patient_id": "e09233b2ba615595",
+   "age": 42.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.67059704707229,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0589",
+   "image_id": "s0589",
+   "patient_key": "s0589",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "386fc2c31b12c3e8",
+   "patient_id": "f21f3c11694ae228",
+   "age": 58.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.828170383762732,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0726",
+   "image_id": "s0726",
+   "patient_key": "s0726",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "703d7495bcc081a6",
+   "patient_id": "509e7c5f8f53cc65",
+   "age": 69.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.402205763103165,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0456",
+   "image_id": "s0456",
+   "patient_key": "s0456",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5d08aa351d0e185f",
+   "patient_id": "799845724549919b",
+   "age": 69.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.155644370746373,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0835",
+   "image_id": "s0835",
+   "patient_key": "s0835",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3a02cbb0a92e17dd",
+   "patient_id": "20ea92e43889127a",
+   "age": 53.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.278820596099706,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0687",
+   "image_id": "s0687",
+   "patient_key": "s0687",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "80917c87f78ad809",
+   "patient_id": "b685e9aeb914484d",
+   "age": 60.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.0,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0505",
+   "image_id": "s0505",
+   "patient_key": "s0505",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "abe9b70ed873a761",
+   "patient_id": "b8e343ee7f103580",
+   "age": 78.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "b",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 34.96069221282668,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0739",
+   "image_id": "s0739",
+   "patient_key": "s0739",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3a77fc02a4603883",
+   "patient_id": "303025bcd9e61821",
+   "age": 37.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.525624189766635,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0933",
+   "image_id": "s0933",
+   "patient_key": "s0933",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "efd29b521999b502",
+   "patient_id": "cf7a23c52476f172",
+   "age": 55.0,
+   "study_type": "ct polytrauma",
+   "pathology": "bleeding",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.242645786248,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0344",
+   "image_id": "s0344",
+   "patient_key": "s0344",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "da5e644b0fe850e4",
+   "patient_id": "bc47c4b9aaf62fd0",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.912307751739878,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0970",
+   "image_id": "s0970",
+   "patient_key": "s0970",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c58fa3e8017baa25",
+   "patient_id": "aa4e7b0086547630",
+   "age": 51.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.55704986607944,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0790",
+   "image_id": "s0790",
+   "patient_key": "s0790",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "02afbc52f0d85a9f",
+   "patient_id": "9e6b0eb318d813eb",
+   "age": 40.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.3783393541592,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0774",
+   "image_id": "s0774",
+   "patient_key": "s0774",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "13cfd4e6b5634efa",
+   "patient_id": "bd915aad5ac72cd8",
+   "age": 75.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "bleeding",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.692354826475215,
+   "contrast_phase": "venous",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0096",
+   "image_id": "s0096",
+   "patient_key": "s0096",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8d7fd8635cd75d39",
+   "patient_id": "e9f5d206bfdf4664",
+   "age": 80.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 55.19284373902109,
+   "contrast_phase": "venous",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0089",
+   "image_id": "s0089",
+   "patient_key": "s0089",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "924f71fc989e399a",
+   "patient_id": "e47e2aa4ca1c32c1",
+   "age": 75.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.6468827043885,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1294",
+   "image_id": "s1294",
+   "patient_key": "s1294",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b77d4b5b7fd4de16",
+   "patient_id": "0229e330393caa38",
+   "age": 21.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 13.92838827718412,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0806",
+   "image_id": "s0806",
+   "patient_key": "s0806",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d0512f0e55d3283f",
+   "patient_id": "b0437ac7e00787e2",
+   "age": 72.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 29.025850547399983,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0178",
+   "image_id": "s0178",
+   "patient_key": "s0178",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8f989d907eaeb0a0",
+   "patient_id": "b90c5867794b10c4",
+   "age": 61.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.66815470259447,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0762",
+   "image_id": "s0762",
+   "patient_key": "s0762",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ebee4a44f182324f",
+   "patient_id": "74b0265a949ca0fd",
+   "age": 65.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.58495283014151,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0619",
+   "image_id": "s0619",
+   "patient_key": "s0619",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "4ece5355ec63ec1e",
+   "patient_id": "4830fadedca7ed3a",
+   "age": 79.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.70829334609241,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0686",
+   "image_id": "s0686",
+   "patient_key": "s0686",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "dcc55196ee999b2d",
+   "patient_id": "6646956d42622512",
+   "age": 74.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 29.410882339705484,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0236",
+   "image_id": "s0236",
+   "patient_key": "s0236",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "47633365ea377c00",
+   "patient_id": "db3d8750174b20df",
+   "age": 78.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.600847442411894,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0334",
+   "image_id": "s0334",
+   "patient_key": "s0334",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3c4bfb6af6bf28ca",
+   "patient_id": "7ff16ece64e59039",
+   "age": 48.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.5,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0350",
+   "image_id": "s0350",
+   "patient_key": "s0350",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3e846ed055d1c9f9",
+   "patient_id": "d0b32440ac9089c0",
+   "age": 88.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.81465829649865,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0927",
+   "image_id": "s0927",
+   "patient_key": "s0927",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8fac175181be492d",
+   "patient_id": "0ec259ca733177ec",
+   "age": 93.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.241881404893856,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1350",
+   "image_id": "s1350",
+   "patient_key": "s1350",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0cfb0e415533396d",
+   "patient_id": "af1622d13e2936de",
+   "age": 66.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.67766952966369,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0542",
+   "image_id": "s0542",
+   "patient_key": "s0542",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "dad20016d65b7c38",
+   "patient_id": "7e5846ff6a59e700",
+   "age": 69.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.17075633838705,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0541",
+   "image_id": "s0541",
+   "patient_key": "s0541",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fe3786c7d6557b84",
+   "patient_id": "0e062f9840b03a0b",
+   "age": 71.0,
+   "study_type": "ct abdomen",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.940139493908923,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0250",
+   "image_id": "s0250",
+   "patient_key": "s0250",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "87112b6ea0a6d0ec",
+   "patient_id": "18c7892f6aa47fe4",
+   "age": 67.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.879203718901298,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1304",
+   "image_id": "s1304",
+   "patient_key": "s1304",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b504a6c13061f4d4",
+   "patient_id": "d51aeb4c1cfddb35",
+   "age": 67.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.224985276791124,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0600",
+   "image_id": "s0600",
+   "patient_key": "s0600",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0c08e26da1b59321",
+   "patient_id": "345d9c796eaeb1d3",
+   "age": 65.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.50531854708632,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0754",
+   "image_id": "s0754",
+   "patient_key": "s0754",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "aba272cb256768b4",
+   "patient_id": "abe151faf48344ac",
+   "age": 60.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.828879952943073,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0461",
+   "image_id": "s0461",
+   "patient_key": "s0461",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b1d736564747ea2c",
+   "patient_id": "d5eb919f5a6a8e87",
+   "age": 58.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.90083680543424,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0050",
+   "image_id": "s0050",
+   "patient_key": "s0050",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b08513bc7fa67b39",
+   "patient_id": "7ec551c04def5c32",
+   "age": 31.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.347782724271816,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0319",
+   "image_id": "s0319",
+   "patient_key": "s0319",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b9a9a2cf75af1aa1",
+   "patient_id": "2f78b9fa89be6bfb",
+   "age": 67.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 40.38873605350878,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0940",
+   "image_id": "s0940",
+   "patient_key": "s0940",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5c39a030745c98ff",
+   "patient_id": "a4e6acaef65390c8",
+   "age": 77.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.670026608594387,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0623",
+   "image_id": "s0623",
+   "patient_key": "s0623",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a4d07077bd07dfda",
+   "patient_id": "603bdc44bad51f48",
+   "age": 89.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.82438317461282,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0529",
+   "image_id": "s0529",
+   "patient_key": "s0529",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d2b01e39f4368e2d",
+   "patient_id": "6d7796fcc87bc614",
+   "age": 33.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.577379737113251,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1120",
+   "image_id": "s1120",
+   "patient_key": "s1120",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "adce76215a748ab5",
+   "patient_id": "8130da72a6d45c91",
+   "age": 55.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.426698215815495,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0581",
+   "image_id": "s0581",
+   "patient_key": "s0581",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7ac473af22927753",
+   "patient_id": "b31f3cb54ee08ee6",
+   "age": 72.0,
+   "study_type": "ct pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.81465829649865,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0458",
+   "image_id": "s0458",
+   "patient_key": "s0458",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "add7198500c25ada",
+   "patient_id": "4518970ab9952f1a",
+   "age": 83.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "val",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.965882636488796,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0657",
+   "image_id": "s0657",
+   "patient_key": "s0657",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6fb81d246dcd9a39",
+   "patient_id": "5932b890dfecc43f",
+   "age": 53.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.594247055390007,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0260",
+   "image_id": "s0260",
+   "patient_key": "s0260",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a23aef9fab0e9592",
+   "patient_id": "624d7320672eaf5c",
+   "age": 48.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.71834935510066,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1031",
+   "image_id": "s1031",
+   "patient_key": "s1031",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f9d8a56452b12658",
+   "patient_id": "0815b263889e9e0b",
+   "age": 69.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.405491853021786,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0446",
+   "image_id": "s0446",
+   "patient_key": "s0446",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "813ea1ebddab98e4",
+   "patient_id": "26b5bb1fc2700790",
+   "age": 34.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.88854381999832,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1340",
+   "image_id": "s1340",
+   "patient_key": "s1340",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fc8356d2a6ed077d",
+   "patient_id": "1b8d789b43de7140",
+   "age": 82.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.38237068047322,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1131",
+   "image_id": "s1131",
+   "patient_key": "s1131",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f3f7e24ac999e0d1",
+   "patient_id": "5fc53e3de5371156",
+   "age": 42.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "f",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.200274723201296,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  }
+ ],
+ "public_name": "hospital_c",
+ "release_key_fingerprint": "88dd7eeed9a0"
+}

keys/hospital_d.json

@@ -0,0 +1,1914 @@
+{
+ "recipe_id": "vascular_referral_center",
+ "display_name": "Vascular Referral Center",
+ "tier": "dev",
+ "seed": 2028,
+ "source": "totalsegmentator",
+ "labels": {
+  "diameter_method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_ref",
+  "aaa_threshold_mm": 30.0
+ },
+ "baseline": {
+  "method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_pred",
+  "aaa_threshold_mm": 30.0
+ },
+ "sampling": {
+  "candidates": 357,
+  "enrich": {
+   "aaa": 0.25,
+   "ectatic": 0.15,
+   "sex_M": 0.75
+  },
+  "band_target": {
+   "aaa": 20,
+   "ectatic": 12,
+   "normal": 48
+  },
+  "shortfall": {},
+  "objective": 0.0,
+  "targets": {
+   "sex": {
+    "target": {
+     "M": 0.75,
+     "F": 0.25
+    },
+    "weight": 1.0
+   },
+   "contrast_phase": {
+    "target": {
+     "arterial": 0.7
+    },
+    "weight": 1.0
+   }
+  }
+ },
+ "knobs": [
+  {
+   "type": "protocol_vocabulary",
+   "strength": "none",
+   "params": {
+    "style": "site_mixed",
+    "vocab_dir": "recipes/vocab",
+    "p_protocol_is_orderable": 0.15
+   },
+   "param_sources": {
+    "style": "recipe",
+    "vocab_dir": "recipe",
+    "p_protocol_is_orderable": "recipe"
+   },
+   "realised": {
+    "protocol_is_orderable": 0.1125,
+    "study_type_fallback_rows": 4,
+    "distinct_study_description": 20,
+    "distinct_protocol_name": 24
+   }
+  },
+  {
+   "type": "contrast_phase_enrich",
+   "strength": "strong",
+   "params": {
+    "arterial": 0.7
+   },
+   "param_sources": {
+    "arterial": "recipe"
+   },
+   "realised": {
+    "applied_in": "sampling",
+    "realised": {
+     "arterial": 0.7
+    }
+   }
+  }
+ ],
+ "realised": {
+  "n": 80,
+  "unique_patients": 80,
+  "distinct_patient_ids": 80,
+  "aaa": 20,
+  "aaa_share": 0.25,
+  "ectatic": 12,
+  "ectatic_share": 0.15,
+  "reference_band_aaa": 20,
+  "reference_band_ectatic": 12,
+  "age_mean": 72.575,
+  "age_60_plus": 1.0,
+  "male_share": 0.75,
+  "age_band": {
+   "60-69": 30,
+   "70-79": 34,
+   "80-89": 15,
+   "90-99": 1
+  },
+  "contrast_phase": {
+   "arterial": 56,
+   "non-contrast": 6,
+   "venous": 18
+  },
+  "scanner_vendor": {
+   "siemens": 70,
+   "philips": 7,
+   "nan": 2,
+   "ge": 1
+  },
+  "slice_thickness_class": {
+   "standard": 17,
+   "thick": 14,
+   "thin": 49
+  },
+  "mean_dice": 0.9769323496168933,
+  "stale_rows": 0
+ },
+ "match_required": false,
+ "match_vs_reference": {
+  "aaa_rel": 1.777777777777778,
+  "male_rel": 0.33928571428571414,
+  "age60_rel": 0.6949152542372882,
+  "age_band_tv": 0.4175,
+  "phase_tv": 0.5599999999999999,
+  "ok": false
+ },
+ "release": {
+  "withhold_columns": [],
+  "patient_id": "keep"
+ },
+ "waldos": [
+  {
+   "kind": "label_prior",
+   "severity": "strong",
+   "description": "Far more aneurysms than the reference, as at any vascular referral center.",
+   "evidence_expected": "Higher AAA prevalence and a diameter distribution shifted right (W1 in mm)."
+  },
+  {
+   "kind": "population",
+   "severity": "strong",
+   "description": "Older and more male, moving together with prevalence and more arterial-phase imaging.",
+   "evidence_expected": "The honest answer names the confounding and says what cannot be separated, rather than claiming a clean decomposition."
+  }
+ ],
+ "cases": [
+  {
+   "row_id": "s1037",
+   "image_id": "s1037",
+   "patient_key": "s1037",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c681b172b411b396",
+   "patient_id": "c39c51b8d1a658de",
+   "age": 71.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.55704986607944,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1411",
+   "image_id": "s1411",
+   "patient_key": "s1411",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c5ca9bb4aa0a26fd",
+   "patient_id": "a9ab5aed5faccce8",
+   "age": 63.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.334935823359714,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0937",
+   "image_id": "s0937",
+   "patient_key": "s0937",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e537154a860ebf19",
+   "patient_id": "30fc2c5673a1426b",
+   "age": 79.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.561028345356956,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0049",
+   "image_id": "s0049",
+   "patient_key": "s0049",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e2ee82316da9e1e8",
+   "patient_id": "e2cc54bfeea3b4bd",
+   "age": 68.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.879360111431225,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1377",
+   "image_id": "s1377",
+   "patient_key": "s1377",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fb5c36da508fb559",
+   "patient_id": "7162dccc9341e4be",
+   "age": 71.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 65.52098900352466,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1187",
+   "image_id": "s1187",
+   "patient_key": "s1187",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5791877b7dc4199a",
+   "patient_id": "d03187f1f0d955c8",
+   "age": 62.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.4610774452162,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0590",
+   "image_id": "s0590",
+   "patient_key": "s0590",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "45ae4e14f5a000f8",
+   "patient_id": "830699b4ebac58d4",
+   "age": 77.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.294688127912362,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0058",
+   "image_id": "s0058",
+   "patient_key": "s0058",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "372dd5872b845f4b",
+   "patient_id": "95fd05f66fde56e8",
+   "age": 69.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.313207915827967,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1235",
+   "image_id": "s1235",
+   "patient_key": "s1235",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c020f98094dba517",
+   "patient_id": "82882843a404b337",
+   "age": 73.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.300259065618782,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0423",
+   "image_id": "s0423",
+   "patient_key": "s0423",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "4b26672589c3d2af",
+   "patient_id": "ab58c50886319ceb",
+   "age": 65.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "trauma",
+   "split": "test",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.74313083108832,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1111",
+   "image_id": "s1111",
+   "patient_key": "s1111",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "73f0043ab71eabcd",
+   "patient_id": "c41e4b103b0a7fd1",
+   "age": 70.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.828879952943073,
+   "contrast_phase": "arterial",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1230",
+   "image_id": "s1230",
+   "patient_key": "s1230",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "4bb4ebe4ed86bcf3",
+   "patient_id": "b09bbbd03cf23e15",
+   "age": 82.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.34390297150433,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1262",
+   "image_id": "s1262",
+   "patient_key": "s1262",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "4e5a5e9d502bbf82",
+   "patient_id": "370a106406470957",
+   "age": 86.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.607794065928395,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Iliofemoral Access",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1405",
+   "image_id": "s1405",
+   "patient_key": "s1405",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c3f87d9b1b41c3bb",
+   "patient_id": "d087fa15b1b1d110",
+   "age": 76.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 35.73513677041127,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0988",
+   "image_id": "s0988",
+   "patient_key": "s0988",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "125de44d2e6defd3",
+   "patient_id": "2d158d8a7048e6cb",
+   "age": 79.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.59785147234041,
+   "contrast_phase": "arterial",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0628",
+   "image_id": "s0628",
+   "patient_key": "s0628",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0d7fe1bf45272eb5",
+   "patient_id": "fbe4a9c0e3a956ee",
+   "age": 61.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.82153022471871,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0692",
+   "image_id": "s0692",
+   "patient_key": "s0692",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c82364b2dc685b1e",
+   "patient_id": "10b926ea9344f623",
+   "age": 66.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 33.84154251803543,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0327",
+   "image_id": "s0327",
+   "patient_key": "s0327",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e7aa7610b1a7ea76",
+   "patient_id": "61fbf19a91ee8e01",
+   "age": 72.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.973665961010276,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1373",
+   "image_id": "s1373",
+   "patient_key": "s1373",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "189acb7afe52c74b",
+   "patient_id": "907f2ce6b6a7c32d",
+   "age": 80.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.825424421026653,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1326",
+   "image_id": "s1326",
+   "patient_key": "s1326",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "04aa8f4e14644b24",
+   "patient_id": "b264407d9d2eeedf",
+   "age": 78.0,
+   "study_type": "ct heart-thorakale aorta",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.200215516240362,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0468",
+   "image_id": "s0468",
+   "patient_key": "s0468",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "91fa74a20432302e",
+   "patient_id": "3773cc1ec291eccd",
+   "age": 76.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "e",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 31.784430150625635,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1264",
+   "image_id": "s1264",
+   "patient_key": "s1264",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a0efa681b8580bd1",
+   "patient_id": "b1bd2ed5491f3791",
+   "age": 70.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.81161275615895,
+   "contrast_phase": "arterial",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0065",
+   "image_id": "s0065",
+   "patient_key": "s0065",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "77070a6ccb595309",
+   "patient_id": "d27f4c05823ef9ef",
+   "age": 76.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 54.993181395514846,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0812",
+   "image_id": "s0812",
+   "patient_key": "s0812",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "35a96d36b16765e7",
+   "patient_id": "e633911cc10ab72c",
+   "age": 60.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.319679086361656,
+   "contrast_phase": "arterial",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0656",
+   "image_id": "s0656",
+   "patient_key": "s0656",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "af4e5ebf3ace23d6",
+   "patient_id": "d321e3807e4842f9",
+   "age": 71.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.988091861815356,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0907",
+   "image_id": "s0907",
+   "patient_key": "s0907",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c54752e2bc800e5f",
+   "patient_id": "215f4a52b7faf7aa",
+   "age": 73.0,
+   "study_type": "ct pelvis",
+   "pathology": "trauma",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 29.21044333795706,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0831",
+   "image_id": "s0831",
+   "patient_key": "s0831",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3049c7606c60c77e",
+   "patient_id": "432d39fee8cf5c1b",
+   "age": 63.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 28.71410803072246,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0507",
+   "image_id": "s0507",
+   "patient_key": "s0507",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a990813a368db5e4",
+   "patient_id": "70141e3cffeaaae5",
+   "age": 69.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.988091861815356,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0031",
+   "image_id": "s0031",
+   "patient_key": "s0031",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "faabc1e0735c5b06",
+   "patient_id": "0ba4a626d3d2ed4b",
+   "age": 82.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.613402542968153,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0293",
+   "image_id": "s0293",
+   "patient_key": "s0293",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "10f0a0bc4e486613",
+   "patient_id": "8addfbeb571164b8",
+   "age": 77.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.12461179749811,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1379",
+   "image_id": "s1379",
+   "patient_key": "s1379",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c8b5e0ba5baf7cd1",
+   "patient_id": "0226f8e6ec028350",
+   "age": 65.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 66.80007485025746,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0746",
+   "image_id": "s0746",
+   "patient_key": "s0746",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "56ad78f8859a9c37",
+   "patient_id": "f0671774a3890d8d",
+   "age": 62.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.14158982548453,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0777",
+   "image_id": "s0777",
+   "patient_key": "s0777",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6c42eefbc57dbc22",
+   "patient_id": "4739b3975935dbcd",
+   "age": 74.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.34390297150433,
+   "contrast_phase": "arterial",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1283",
+   "image_id": "s1283",
+   "patient_key": "s1283",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "541efd4c9cd549e1",
+   "patient_id": "1cb0e2619f12aac6",
+   "age": 75.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.600847442411894,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0287",
+   "image_id": "s0287",
+   "patient_key": "s0287",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "192684bd701d5188",
+   "patient_id": "61bf5013f1c945a9",
+   "age": 80.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 30.0,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1029",
+   "image_id": "s1029",
+   "patient_key": "s1029",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a9e19bdf2073cf28",
+   "patient_id": "b2eca7cdb1bccd51",
+   "age": 71.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.80350850198276,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1421",
+   "image_id": "s1421",
+   "patient_key": "s1421",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6b89828d81638cfb",
+   "patient_id": "9c1c495a136b0832",
+   "age": 69.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.130822139197395,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0983",
+   "image_id": "s0983",
+   "patient_key": "s0983",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "fddaed388f25bcd0",
+   "patient_id": "6e3505591299f947",
+   "age": 67.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.553975315279473,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1069",
+   "image_id": "s1069",
+   "patient_key": "s1069",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8ecbf57fcf30a92e",
+   "patient_id": "59b71e0814b4b560",
+   "age": 71.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1428",
+   "image_id": "s1428",
+   "patient_key": "s1428",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6a088f0693c79436",
+   "patient_id": "c854638fef5227df",
+   "age": 66.0,
+   "study_type": null,
+   "pathology": null,
+   "split": "test",
+   "institute": null,
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.186773244895647,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0931",
+   "image_id": "s0931",
+   "patient_key": "s0931",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b43a886ecb2c025e",
+   "patient_id": "81c725b5ecf0f790",
+   "age": 86.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.717082451262844,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0343",
+   "image_id": "s0343",
+   "patient_key": "s0343",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ad851e60fd8c6de6",
+   "patient_id": "0588e29f4a0f1e0d",
+   "age": 74.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.313207915827967,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0124",
+   "image_id": "s0124",
+   "patient_key": "s0124",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5b565d5a0fe2f792",
+   "patient_id": "f1b3b23ed4cf61cb",
+   "age": 70.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 45.89117562233506,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0702",
+   "image_id": "s0702",
+   "patient_key": "s0702",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "531ef1d1934eb4b3",
+   "patient_id": "4f738ee0d89c875a",
+   "age": 81.0,
+   "study_type": "ct heart",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.14158982548453,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0095",
+   "image_id": "s0095",
+   "patient_key": "s0095",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "aa04f80142faa60b",
+   "patient_id": "0569187a5c2f4e36",
+   "age": 73.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.119915773217954,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0069",
+   "image_id": "s0069",
+   "patient_key": "s0069",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d25e0e95288d7ec6",
+   "patient_id": "956cedc8c3775c7c",
+   "age": 70.0,
+   "study_type": "ct  intervention",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.4164878389476,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0212",
+   "image_id": "s0212",
+   "patient_key": "s0212",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b8507840bd42e99e",
+   "patient_id": "6b86fd6bc00f6c5d",
+   "age": 66.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.82438317461282,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1344",
+   "image_id": "s1344",
+   "patient_key": "s1344",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "106f9fce7541597a",
+   "patient_id": "bacf5bcc1f66db0a",
+   "age": 67.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 28.42534080710379,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0332",
+   "image_id": "s0332",
+   "patient_key": "s0332",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8c58798ae4ea467b",
+   "patient_id": "d0037d45f5df9335",
+   "age": 68.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.700241544484452,
+   "contrast_phase": "arterial",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1400",
+   "image_id": "s1400",
+   "patient_key": "s1400",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b582befd56ba4abb",
+   "patient_id": "1cbfa0bb91ea1759",
+   "age": 66.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 56.632587791835896,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1349",
+   "image_id": "s1349",
+   "patient_key": "s1349",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7fdf6bc47cd3fdc3",
+   "patient_id": "84ec51a4f9ea101b",
+   "age": 66.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.515301344262525,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1305",
+   "image_id": "s1305",
+   "patient_key": "s1305",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7c3eb72365c6d082",
+   "patient_id": "4fe95536e1a74c49",
+   "age": 96.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.334935823359714,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1044",
+   "image_id": "s1044",
+   "patient_key": "s1044",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "71fd5cb8612c3a11",
+   "patient_id": "a3af5b8f57db62fd",
+   "age": 71.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.04886114323222,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1310",
+   "image_id": "s1310",
+   "patient_key": "s1310",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8a5ddad2380888c1",
+   "patient_id": "a744ec95147a7e52",
+   "age": 86.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.81161275615895,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0013",
+   "image_id": "s0013",
+   "patient_key": "s0013",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "75a5e825e9179045",
+   "patient_id": "13c455ee15840dea",
+   "age": 63.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.35755975068582,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0086",
+   "image_id": "s0086",
+   "patient_key": "s0086",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7e76dc1a884650a2",
+   "patient_id": "9ba2125a6fc6f2fb",
+   "age": 71.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 28.151376520518493,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0751",
+   "image_id": "s0751",
+   "patient_key": "s0751",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "24395116aa18f8c9",
+   "patient_id": "ecbd3dccf06fddd8",
+   "age": 66.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 29.841246622753548,
+   "contrast_phase": "venous",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0019",
+   "image_id": "s0019",
+   "patient_key": "s0019",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "23442582fb21b9b1",
+   "patient_id": "2ef0bb766bb1b526",
+   "age": 78.0,
+   "study_type": "ct aortic valve",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.82438317461282,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1387",
+   "image_id": "s1387",
+   "patient_key": "s1387",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e7b87481c4ed156b",
+   "patient_id": "c79fc536d625adef",
+   "age": 70.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 66.11542936410532,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0918",
+   "image_id": "s0918",
+   "patient_key": "s0918",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9b96ba9aaaca7643",
+   "patient_id": "82dc3b5966353faf",
+   "age": 67.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.303940504246953,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1390",
+   "image_id": "s1390",
+   "patient_key": "s1390",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "67e6a358f5627bd3",
+   "patient_id": "e62760d7c8173a41",
+   "age": 63.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 68.15423684555495,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1248",
+   "image_id": "s1248",
+   "patient_key": "s1248",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "de16256d63ed015f",
+   "patient_id": "f0e1a78bd4b7dfbb",
+   "age": 83.0,
+   "study_type": "ct aortic valve",
+   "pathology": "vascular",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.30772404161333,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1372",
+   "image_id": "s1372",
+   "patient_key": "s1372",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f44400a503eae5ca",
+   "patient_id": "389bdb46dc1afb91",
+   "age": 82.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "j",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 35.58791929854849,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1382",
+   "image_id": "s1382",
+   "patient_key": "s1382",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "dc013b71cade56b0",
+   "patient_id": "c9b5364cb2849e27",
+   "age": 77.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 38.07886552931954,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0362",
+   "image_id": "s0362",
+   "patient_key": "s0362",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "22bde77ba876d297",
+   "patient_id": "410fcfde5cf9d648",
+   "age": 82.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.633307652783937,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1361",
+   "image_id": "s1361",
+   "patient_key": "s1361",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "efbc55762d7dd082",
+   "patient_id": "f0a9cc42a33c3858",
+   "age": 81.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 35.41892149684968,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1395",
+   "image_id": "s1395",
+   "patient_key": "s1395",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ffe2ee34e07edff8",
+   "patient_id": "7a84160623d0e9fa",
+   "age": 70.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "j",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 40.22437072223753,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1334",
+   "image_id": "s1334",
+   "patient_key": "s1334",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "339b6ee85ac5e4d6",
+   "patient_id": "57c3e8d2ab3b2253",
+   "age": 79.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 58.12486559124245,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1383",
+   "image_id": "s1383",
+   "patient_key": "s1383",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7b6aed414ffbeeda",
+   "patient_id": "e93c3643f92b3c80",
+   "age": 75.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 91.16605728010836,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1358",
+   "image_id": "s1358",
+   "patient_key": "s1358",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "841aeafaf4a2b60e",
+   "patient_id": "e1ae472393bc673c",
+   "age": 69.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.607794065928395,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1212",
+   "image_id": "s1212",
+   "patient_key": "s1212",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "71c7560c6ca05067",
+   "patient_id": "23af5a1f92ddca62",
+   "age": 70.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "f",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.76832437912346,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0024",
+   "image_id": "s0024",
+   "patient_key": "s0024",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0b5ff9525bfd73e0",
+   "patient_id": "8802b56ce0290222",
+   "age": 69.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.060118255469618,
+   "contrast_phase": "arterial",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1385",
+   "image_id": "s1385",
+   "patient_key": "s1385",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f0976daa84af9a4b",
+   "patient_id": "b8bec321d30da67f",
+   "age": 69.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.607794065928395,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1386",
+   "image_id": "s1386",
+   "patient_key": "s1386",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3f232e1681d02d07",
+   "patient_id": "c1bbfe5b13c5aaef",
+   "age": 87.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 56.44687768158661,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1403",
+   "image_id": "s1403",
+   "patient_key": "s1403",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6097c3f3b46c67e3",
+   "patient_id": "f8975f63dfc1df68",
+   "age": 60.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 55.154328932550705,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1103",
+   "image_id": "s1103",
+   "patient_key": "s1103",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8294dbe71ae2ac5a",
+   "patient_id": "74556df5b991791f",
+   "age": 71.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.894014752448104,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0403",
+   "image_id": "s0403",
+   "patient_key": "s0403",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0ede6a9ba0c6a734",
+   "patient_id": "bb533ea0880dd61b",
+   "age": 84.0,
+   "study_type": "ct heart-thorakale aorta",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 30.923292192132454,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0551",
+   "image_id": "s0551",
+   "patient_key": "s0551",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "371bf94fd7ba2f42",
+   "patient_id": "5fc1cb27f038a145",
+   "age": 82.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.12461179749811,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0549",
+   "image_id": "s0549",
+   "patient_key": "s0549",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5b48020aeb26a35a",
+   "patient_id": "14552504a533c008",
+   "age": 69.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.41093483101497,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0842",
+   "image_id": "s0842",
+   "patient_key": "s0842",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b3f660b2fc78d67f",
+   "patient_id": "2ee4e30f95cb6ff8",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.213203435596427,
+   "contrast_phase": "arterial",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  }
+ ],
+ "public_name": "hospital_d",
+ "release_key_fingerprint": "88dd7eeed9a0"
+}

keys/hospital_e.json

@@ -0,0 +1,1917 @@
+{
+ "recipe_id": "reader_drift_hospital",
+ "display_name": "Reader Drift Hospital",
+ "tier": "dev",
+ "seed": 2031,
+ "source": "totalsegmentator",
+ "labels": {
+  "diameter_method": "lumen_axial",
+  "column": "infrarenal_max_diam_lumen_axial_mm_ref",
+  "aaa_threshold_mm": 25.0
+ },
+ "baseline": {
+  "method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_pred",
+  "aaa_threshold_mm": 30.0
+ },
+ "sampling": {
+  "candidates": 257,
+  "relabel": {
+   "reference_aaa_share": 0.0,
+   "source": "default",
+   "reference_aaa_rows": 0
+  },
+  "band_target": {
+   "aaa": 7,
+   "normal": 73,
+   "aaa_reference": 0
+  },
+  "shortfall": {},
+  "objective": 0.022094594594594594,
+  "targets": {
+   "age_band": {
+    "target": {
+     "70-79": 0.24,
+     "60-69": 0.24,
+     "50-59": 0.21,
+     "80-89": 0.09,
+     "40-49": 0.09,
+     "30-39": 0.07,
+     "20-29": 0.04,
+     "90-99": 0.02
+    },
+    "weight": 1.0
+   },
+   "sex": {
+    "target": {
+     "M": 0.56,
+     "F": 0.44
+    },
+    "weight": 1.0
+   },
+   "contrast_phase": {
+    "target": {
+     "venous": 0.8108108108108107,
+     "arterial": 0.1891891891891892
+    },
+    "weight": 0.5
+   },
+   "slice_thickness_class": {
+    "target": {
+     "thin": 0.55,
+     "standard": 0.34,
+     "thick": 0.11
+    },
+    "weight": 0.5
+   }
+  }
+ },
+ "knobs": [
+  {
+   "type": "protocol_vocabulary",
+   "strength": "none",
+   "params": {
+    "style": "site_mixed",
+    "vocab_dir": "recipes/vocab",
+    "p_protocol_is_orderable": 0.15
+   },
+   "param_sources": {
+    "style": "recipe",
+    "vocab_dir": "recipe",
+    "p_protocol_is_orderable": "recipe"
+   },
+   "realised": {
+    "protocol_is_orderable": 0.1875,
+    "study_type_fallback_rows": 5,
+    "distinct_study_description": 18,
+    "distinct_protocol_name": 25
+   }
+  }
+ ],
+ "realised": {
+  "n": 80,
+  "unique_patients": 80,
+  "distinct_patient_ids": 80,
+  "aaa": 7,
+  "aaa_share": 0.0875,
+  "ectatic": 0,
+  "ectatic_share": 0.0,
+  "reference_band_aaa": 0,
+  "reference_band_ectatic": 8,
+  "age_mean": 61.1625,
+  "age_60_plus": 0.575,
+  "male_share": 0.5625,
+  "age_band": {
+   "20-29": 3,
+   "30-39": 6,
+   "40-49": 8,
+   "50-59": 17,
+   "60-69": 19,
+   "70-79": 19,
+   "80-89": 7,
+   "90-99": 1
+  },
+  "contrast_phase": {
+   "arterial": 15,
+   "venous": 65
+  },
+  "scanner_vendor": {
+   "siemens": 67,
+   "philips": 8,
+   "ge": 4,
+   "nan": 1
+  },
+  "slice_thickness_class": {
+   "standard": 27,
+   "thick": 9,
+   "thin": 44
+  },
+  "mean_dice": 0.9791863301925533,
+  "stale_rows": 0
+ },
+ "match_required": true,
+ "match_vs_reference": {
+  "aaa_rel": 0.027777777777777804,
+  "male_rel": 0.004464285714285619,
+  "age60_rel": 0.025423728813559344,
+  "age_band_tv": 0.017500000000000005,
+  "phase_tv": 0.26,
+  "ok": true
+ },
+ "release": {
+  "withhold_columns": [],
+  "patient_id": "keep"
+ },
+ "waldos": [
+  {
+   "kind": "labeling_convention",
+   "severity": "strong",
+   "description": "Measures the lumen rather than the outer wall and calls AAA at 2.5 cm. Same images, different truth.",
+   "evidence_expected": "P(Y) and P(X) match the reference, but the image-to-label relationship differs (I(S;Y|X) > 0; diameter vs image features disagree on matched cases)."
+  }
+ ],
+ "cases": [
+  {
+   "row_id": "s0139",
+   "image_id": "s0139",
+   "patient_key": "s0139",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6c2e09317cec07c7",
+   "patient_id": "032cae7e705ca6fb",
+   "age": 30.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.692354826475215,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0694",
+   "image_id": "s0694",
+   "patient_key": "s0694",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c27b966a1047d549",
+   "patient_id": "e3b2e4b74f01cd21",
+   "age": 32.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.13765920900464,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0971",
+   "image_id": "s0971",
+   "patient_key": "s0971",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9d788c85d8c2e321",
+   "patient_id": "be60cd55bd55478f",
+   "age": 67.0,
+   "study_type": "ct pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": null,
+   "band": "normal",
+   "diameter_mm": 22.45551157288562,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0204",
+   "image_id": "s0204",
+   "patient_key": "s0204",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b664454d43d9e494",
+   "patient_id": "069a4eebaa2c9ce1",
+   "age": 36.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.5,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0764",
+   "image_id": "s0764",
+   "patient_key": "s0764",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "480d002defa7547d",
+   "patient_id": "ad4970d5d4fc14f2",
+   "age": 75.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.243278598338918,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0015",
+   "image_id": "s0015",
+   "patient_key": "s0015",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "21512bd4b56ff765",
+   "patient_id": "bd612a43afdec4f7",
+   "age": 56.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "bleeding",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.37724348649781,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0635",
+   "image_id": "s0635",
+   "patient_key": "s0635",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "2ee5e3e8cea2c094",
+   "patient_id": "c25e04fcdf9ddf41",
+   "age": 76.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.988091861815356,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1171",
+   "image_id": "s1171",
+   "patient_key": "s1171",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3c9d2507974263ed",
+   "patient_id": "9c7e174229996aab",
+   "age": 26.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.81161275615895,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0042",
+   "image_id": "s0042",
+   "patient_key": "s0042",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "39a8ac132ca9ec5c",
+   "patient_id": "dfde54821e6e1fef",
+   "age": 53.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.5,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1257",
+   "image_id": "s1257",
+   "patient_key": "s1257",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "337b2f4a5d1e4d42",
+   "patient_id": "19ded44dbe057f4f",
+   "age": 65.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.08800749063506,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0109",
+   "image_id": "s0109",
+   "patient_key": "s0109",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "4703b763193d43c5",
+   "patient_id": "1d0a04cd4112d039",
+   "age": 76.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "ectatic",
+   "band": "aaa",
+   "diameter_mm": 27.879203718901298,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1041",
+   "image_id": "s1041",
+   "patient_key": "s1041",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "204b6b1a664baccb",
+   "patient_id": "76c85d8b71e5cc44",
+   "age": 92.0,
+   "study_type": "ct pelvis",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.5,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1401",
+   "image_id": "s1401",
+   "patient_key": "s1401",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d01504082fa45b48",
+   "patient_id": "ce2d1ac2a10f4ff6",
+   "age": 46.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.924858845171276,
+   "contrast_phase": "arterial",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0034",
+   "image_id": "s0034",
+   "patient_key": "s0034",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "88d01707468b61ca",
+   "patient_id": "6f4b00fd48e1b073",
+   "age": 60.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "bleeding",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0763",
+   "image_id": "s0763",
+   "patient_key": "s0763",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ffd972b06aaf384a",
+   "patient_id": "3305cb02589776b6",
+   "age": 58.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.03258561256204,
+   "contrast_phase": "arterial",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0765",
+   "image_id": "s0765",
+   "patient_key": "s0765",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "88a41fd5176f8b41",
+   "patient_id": "37023ba979232dff",
+   "age": 54.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.03943276465977,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1276",
+   "image_id": "s1276",
+   "patient_key": "s1276",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9d895a571262cb62",
+   "patient_id": "9a8dbe4c87393454",
+   "age": 50.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.182226450688976,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1018",
+   "image_id": "s1018",
+   "patient_key": "s1018",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c18a5db402aa8527",
+   "patient_id": "099ecd2812a4e8f4",
+   "age": 85.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.988091861815356,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0255",
+   "image_id": "s0255",
+   "patient_key": "s0255",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8f697d124ccfacef",
+   "patient_id": "5812185e5cde1f75",
+   "age": 57.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1045",
+   "image_id": "s1045",
+   "patient_key": "s1045",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6cbe84ec7ee071b6",
+   "patient_id": "b627321cebde6986",
+   "age": 62.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.47220505424423,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0584",
+   "image_id": "s0584",
+   "patient_key": "s0584",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "264fabdcaf1ae22b",
+   "patient_id": "72dfd8b8bf875b16",
+   "age": 74.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.13765920900464,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0243",
+   "image_id": "s0243",
+   "patient_key": "s0243",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3a25964209754f3c",
+   "patient_id": "49a3a70be1149a2a",
+   "age": 56.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0591",
+   "image_id": "s0591",
+   "patient_key": "s0591",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "20a3ebde1c30f13b",
+   "patient_id": "792d3d260139b8be",
+   "age": 74.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.70829334609241,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1152",
+   "image_id": "s1152",
+   "patient_key": "s1152",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6da863c1858a4fc0",
+   "patient_id": "b12a26d118b00510",
+   "age": 76.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.02379604162864,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0519",
+   "image_id": "s0519",
+   "patient_key": "s0519",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "23a92bc9928799da",
+   "patient_id": "7012bf477dc056dd",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.828879952943073,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0583",
+   "image_id": "s0583",
+   "patient_key": "s0583",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f5ee7ad5b7d8a89b",
+   "patient_id": "3be00fc55e8d1626",
+   "age": 49.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.5,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0709",
+   "image_id": "s0709",
+   "patient_key": "s0709",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1df3af0579207ec0",
+   "patient_id": "6f8b5d809025dd58",
+   "age": 70.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.069310999592652,
+   "contrast_phase": "arterial",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1247",
+   "image_id": "s1247",
+   "patient_key": "s1247",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b027a18848d10f18",
+   "patient_id": "2e4eb9ba8a4157e1",
+   "age": 27.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.811388300841896,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1207",
+   "image_id": "s1207",
+   "patient_key": "s1207",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b5b6499126172e06",
+   "patient_id": "5a8662d67690695c",
+   "age": 83.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.45551157288562,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0078",
+   "image_id": "s0078",
+   "patient_key": "s0078",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "808081822eb3c68b",
+   "patient_id": "ca642992b8681621",
+   "age": 75.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "normal",
+   "diameter_mm": 24.66779276708802,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1415",
+   "image_id": "s1415",
+   "patient_key": "s1415",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "dc8c805f0b525a42",
+   "patient_id": "1a523ac4252189fb",
+   "age": 68.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "aaa",
+   "diameter_mm": 26.386549603917523,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0192",
+   "image_id": "s0192",
+   "patient_key": "s0192",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "364100fe16d91560",
+   "patient_id": "2e65f32cf9a066e1",
+   "age": 30.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.811388300841896,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0578",
+   "image_id": "s0578",
+   "patient_key": "s0578",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6515bed0654f54a2",
+   "patient_id": "f5d2c4d9b6deb81f",
+   "age": 67.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.67866865415443,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0894",
+   "image_id": "s0894",
+   "patient_key": "s0894",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "066b2bf792693f5a",
+   "patient_id": "b816fef9fcf0a2c3",
+   "age": 35.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.525624189766635,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1085",
+   "image_id": "s1085",
+   "patient_key": "s1085",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a0489afc94a9272c",
+   "patient_id": "13fda1d11e0f5427",
+   "age": 76.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.80350850198276,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1322",
+   "image_id": "s1322",
+   "patient_key": "s1322",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "20b66eb72e36406a",
+   "patient_id": "37df5299aaf60881",
+   "age": 57.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "a",
+   "band_reference": "ectatic",
+   "band": "aaa",
+   "diameter_mm": 27.115493725912497,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0244",
+   "image_id": "s0244",
+   "patient_key": "s0244",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "28a39c2a78d5b465",
+   "patient_id": "e6ec60ba7414f1fe",
+   "age": 85.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "aaa",
+   "diameter_mm": 31.894356867634123,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0157",
+   "image_id": "s0157",
+   "patient_key": "s0157",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "227bde4052d11274",
+   "patient_id": "031c8d552d6bce0f",
+   "age": 77.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.35755975068582,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0308",
+   "image_id": "s0308",
+   "patient_key": "s0308",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8e44672a2954022f",
+   "patient_id": "c37c184cebdafdb6",
+   "age": 62.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "bleeding",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.04886114323222,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0885",
+   "image_id": "s0885",
+   "patient_key": "s0885",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5a01cbed779bccac",
+   "patient_id": "fc5fab4fdc635aeb",
+   "age": 63.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0878",
+   "image_id": "s0878",
+   "patient_key": "s0878",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "21f493b3c87beea3",
+   "patient_id": "34b6064d2b6ebe65",
+   "age": 66.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.66779276708802,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0613",
+   "image_id": "s0613",
+   "patient_key": "s0613",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "aad08e88e2fed6e7",
+   "patient_id": "635992e55a66d729",
+   "age": 67.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.71834935510066,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1209",
+   "image_id": "s1209",
+   "patient_key": "s1209",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "bb742bfaec72c8ce",
+   "patient_id": "0410e02f43cfc446",
+   "age": 74.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "aaa",
+   "diameter_mm": 30.438462510448847,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0703",
+   "image_id": "s0703",
+   "patient_key": "s0703",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "56a57a6fe066940f",
+   "patient_id": "115ca2522c1fa1d2",
+   "age": 79.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "aaa",
+   "diameter_mm": 26.315394733881533,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0768",
+   "image_id": "s0768",
+   "patient_key": "s0768",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9b6bc17658fbc53a",
+   "patient_id": "ad90ed732140b01a",
+   "age": 75.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.243278598338918,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0574",
+   "image_id": "s0574",
+   "patient_key": "s0574",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7530aecb6806d241",
+   "patient_id": "6b13467576fa26e4",
+   "age": 51.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.988091861815356,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1367",
+   "image_id": "s1367",
+   "patient_key": "s1367",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c8a7cd77c8095a57",
+   "patient_id": "9f949f3eecb239f9",
+   "age": 40.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.828879952943073,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0511",
+   "image_id": "s0511",
+   "patient_key": "s0511",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "00ba4875515036d6",
+   "patient_id": "14df91139857faff",
+   "age": 40.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.08800749063506,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0994",
+   "image_id": "s0994",
+   "patient_key": "s0994",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "391bd5bd7313e654",
+   "patient_id": "46dc49ad24f1b6b7",
+   "age": 79.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "trauma",
+   "split": "test",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.02379604162864,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0566",
+   "image_id": "s0566",
+   "patient_key": "s0566",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7769abb825245c06",
+   "patient_id": "871c2b0c7034c039",
+   "age": 48.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.02379604162864,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0133",
+   "image_id": "s0133",
+   "patient_key": "s0133",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9cb0714a2d4e674f",
+   "patient_id": "86c1b6b8f0c45150",
+   "age": 69.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.0,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0699",
+   "image_id": "s0699",
+   "patient_key": "s0699",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cb15dc05e804ffd8",
+   "patient_id": "0277be9ca82415de",
+   "age": 80.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.02379604162864,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0392",
+   "image_id": "s0392",
+   "patient_key": "s0392",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3dbcd45ab91ecf29",
+   "patient_id": "44542b3426f68d44",
+   "age": 21.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.235384061671343,
+   "contrast_phase": "arterial",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0436",
+   "image_id": "s0436",
+   "patient_key": "s0436",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7faa5f31ad4f3a39",
+   "patient_id": "87dab204feae129f",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.710774967068403,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0010",
+   "image_id": "s0010",
+   "patient_key": "s0010",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "29f8eebafca2d2c1",
+   "patient_id": "3c8b1c55582757e9",
+   "age": 63.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.0,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0166",
+   "image_id": "s0166",
+   "patient_key": "s0166",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "95b29a8f428c3fc8",
+   "patient_id": "4b3516c0ca1ca842",
+   "age": 58.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.066048165876012,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0509",
+   "image_id": "s0509",
+   "patient_key": "s0509",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0235c610b4faefb2",
+   "patient_id": "20bf029dbf1b1c4f",
+   "age": 49.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.924858845171276,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0513",
+   "image_id": "s0513",
+   "patient_key": "s0513",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "14c43e0ed883a283",
+   "patient_id": "d172b44035867608",
+   "age": 65.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.45551157288562,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0147",
+   "image_id": "s0147",
+   "patient_key": "s0147",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "06a876c74d8b206b",
+   "patient_id": "87df035b55cb2e1e",
+   "age": 55.0,
+   "study_type": "ct chest",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.67866865415443,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0227",
+   "image_id": "s0227",
+   "patient_key": "s0227",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "60e834a313187e43",
+   "patient_id": "77d5c21bacdbc766",
+   "age": 65.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.278820596099706,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0904",
+   "image_id": "s0904",
+   "patient_key": "s0904",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b50c4418f7697a96",
+   "patient_id": "0233facb3ac4d5a4",
+   "age": 82.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "aaa",
+   "diameter_mm": 25.739075352467502,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0235",
+   "image_id": "s0235",
+   "patient_key": "s0235",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "66c66d8c4305ad96",
+   "patient_id": "426c5be5efbc3a87",
+   "age": 44.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.08800749063506,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0188",
+   "image_id": "s0188",
+   "patient_key": "s0188",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "74dec37994505239",
+   "patient_id": "133da87affc3075c",
+   "age": 60.0,
+   "study_type": "ct pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.5,
+   "contrast_phase": "arterial",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0370",
+   "image_id": "s0370",
+   "patient_key": "s0370",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "74f692fcf1e34149",
+   "patient_id": "7b3458f16a0fd782",
+   "age": 60.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.554804791094465,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0499",
+   "image_id": "s0499",
+   "patient_key": "s0499",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "237414d3a12de774",
+   "patient_id": "1679a74edb41c234",
+   "age": 61.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.62077013859466,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1293",
+   "image_id": "s1293",
+   "patient_key": "s1293",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1f017aea34711a24",
+   "patient_id": "2cafa83d7c81c1d5",
+   "age": 78.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.67866865415443,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0220",
+   "image_id": "s0220",
+   "patient_key": "s0220",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3ab159b480f52b42",
+   "patient_id": "24dcbe036b6164ec",
+   "age": 32.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.603081866510234,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0586",
+   "image_id": "s0586",
+   "patient_key": "s0586",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "11906e39d82679f7",
+   "patient_id": "8060134f5aabaa59",
+   "age": 58.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.45551157288562,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0603",
+   "image_id": "s0603",
+   "patient_key": "s0603",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8a4c814d53cf1312",
+   "patient_id": "eb25c116a112693f",
+   "age": 75.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.924858845171276,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0561",
+   "image_id": "s0561",
+   "patient_key": "s0561",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "14b21c37f8f60eb9",
+   "patient_id": "f97cea5a732b4ec0",
+   "age": 76.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.426698215815495,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0705",
+   "image_id": "s0705",
+   "patient_key": "s0705",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "302f2681d21694ba",
+   "patient_id": "88eae385abdfb98c",
+   "age": 67.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.554804791094465,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1105",
+   "image_id": "s1105",
+   "patient_key": "s1105",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f5ae95a6149612e9",
+   "patient_id": "d932b66d69a6919f",
+   "age": 78.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.67866865415443,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1321",
+   "image_id": "s1321",
+   "patient_key": "s1321",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a97ecd62c9cd5217",
+   "patient_id": "d02030c2104c382b",
+   "age": 50.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.13765920900464,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0668",
+   "image_id": "s0668",
+   "patient_key": "s0668",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6cdff8e372486e33",
+   "patient_id": "c2338f4fe7126319",
+   "age": 51.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.278820596099706,
+   "contrast_phase": "arterial",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0884",
+   "image_id": "s0884",
+   "patient_key": "s0884",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d9a8b8bf25406e79",
+   "patient_id": "f44a34915ce472a5",
+   "age": 56.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.80350850198276,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0077",
+   "image_id": "s0077",
+   "patient_key": "s0077",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a8f9da86ebf2dec7",
+   "patient_id": "94eebcaf4a9a4a96",
+   "age": 77.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.38861317723811,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0256",
+   "image_id": "s0256",
+   "patient_key": "s0256",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5246c81c91eed68d",
+   "patient_id": "ce23194712382df8",
+   "age": 44.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.5,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0625",
+   "image_id": "s0625",
+   "patient_key": "s0625",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "43ad17f028f40216",
+   "patient_id": "f718a56db8e8459a",
+   "age": 54.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.988091861815356,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0670",
+   "image_id": "s0670",
+   "patient_key": "s0670",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d0e197a675ab18b3",
+   "patient_id": "94579c422e8141ec",
+   "age": 84.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.5,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0206",
+   "image_id": "s0206",
+   "patient_key": "s0206",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1d0b52a4a0630466",
+   "patient_id": "314c3ab88c6aac75",
+   "age": 81.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.93442141545832,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  }
+ ],
+ "public_name": "hospital_e",
+ "release_key_fingerprint": "88dd7eeed9a0"
+}

keys/hospital_f.json

@@ -0,0 +1,1921 @@
+{
+ "recipe_id": "h0_well_iid",
+ "display_name": "Hidden A",
+ "tier": "hidden",
+ "seed": 3001,
+ "source": "totalsegmentator",
+ "labels": {
+  "diameter_method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_ref",
+  "aaa_threshold_mm": 30.0
+ },
+ "baseline": {
+  "method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_pred",
+  "aaa_threshold_mm": 30.0
+ },
+ "sampling": {
+  "candidates": 472,
+  "band_target": {
+   "aaa": 7,
+   "ectatic": 6,
+   "normal": 67
+  },
+  "band_target_joint": {
+   "aaa": 16,
+   "ectatic": 14,
+   "normal": 150
+  },
+  "shortfall": {},
+  "objective": 0.011793785310734467,
+  "targets": {
+   "age_band": {
+    "target": {
+     "60-69": 0.23516949152542374,
+     "70-79": 0.2266949152542373,
+     "50-59": 0.211864406779661,
+     "40-49": 0.11652542372881355,
+     "80-89": 0.1016949152542373,
+     "30-39": 0.05508474576271186,
+     "20-29": 0.02754237288135593,
+     "90-99": 0.023305084745762712,
+     "10-19": 0.00211864406779661
+    },
+    "weight": 1.0
+   },
+   "sex": {
+    "target": {
+     "M": 0.5423728813559322,
+     "F": 0.4576271186440678
+    },
+    "weight": 1.0
+   },
+   "slice_thickness_class": {
+    "target": {
+     "thin": 0.5529661016949152,
+     "standard": 0.3241525423728814,
+     "thick": 0.1228813559322034
+    },
+    "weight": 0.5
+   },
+   "contrast_phase": {
+    "target": {
+     "arterial": 0.12,
+     "non-contrast": 0.275,
+     "venous": 0.605
+    },
+    "weight": 1.0
+   }
+  },
+  "note": "one stratified draw of 180 split by band across st_shuffle_general, h0_well_iid"
+ },
+ "knobs": [
+  {
+   "type": "protocol_vocabulary",
+   "strength": "none",
+   "params": {
+    "style": "site_mixed",
+    "vocab_dir": "recipes/vocab",
+    "p_protocol_is_orderable": 0.15
+   },
+   "param_sources": {
+    "style": "recipe",
+    "vocab_dir": "recipe",
+    "p_protocol_is_orderable": "recipe"
+   },
+   "realised": {
+    "protocol_is_orderable": 0.1625,
+    "study_type_fallback_rows": 5,
+    "distinct_study_description": 20,
+    "distinct_protocol_name": 25
+   }
+  }
+ ],
+ "realised": {
+  "n": 80,
+  "unique_patients": 80,
+  "distinct_patient_ids": 80,
+  "aaa": 7,
+  "aaa_share": 0.0875,
+  "ectatic": 6,
+  "ectatic_share": 0.075,
+  "reference_band_aaa": 7,
+  "reference_band_ectatic": 6,
+  "age_mean": 62.7875,
+  "age_60_plus": 0.5875,
+  "male_share": 0.525,
+  "age_band": {
+   "20-29": 1,
+   "30-39": 3,
+   "40-49": 12,
+   "50-59": 17,
+   "60-69": 19,
+   "70-79": 17,
+   "80-89": 9,
+   "90-99": 2
+  },
+  "contrast_phase": {
+   "arterial": 8,
+   "non-contrast": 23,
+   "venous": 49
+  },
+  "scanner_vendor": {
+   "siemens": 67,
+   "philips": 8,
+   "ge": 4,
+   "nan": 1
+  },
+  "slice_thickness_class": {
+   "standard": 24,
+   "thick": 11,
+   "thin": 45
+  },
+  "mean_dice": 0.9763950747610914,
+  "stale_rows": 0
+ },
+ "match_required": true,
+ "match_vs_reference": {
+  "aaa_rel": 0.027777777777777804,
+  "male_rel": 0.06250000000000006,
+  "age60_rel": 0.00423728813559313,
+  "age_band_tv": 0.09000000000000001,
+  "phase_tv": 0.04000000000000002,
+  "ok": true
+ },
+ "release": {
+  "withhold_columns": [],
+  "patient_id": "keep"
+ },
+ "waldos": [
+  {
+   "kind": "none",
+   "severity": "none",
+   "description": "Pretty well IID. Graded on not crying wolf.",
+   "evidence_expected": "Clean call with evidence against the nulls."
+  }
+ ],
+ "cases": [
+  {
+   "row_id": "s0372",
+   "image_id": "s0372",
+   "patient_key": "s0372",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a1745887f79b8ae9",
+   "patient_id": "7c90943f9a7d9684",
+   "age": 46.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.240939649566666,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1369",
+   "image_id": "s1369",
+   "patient_key": "s1369",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "93448e2a954a7bc8",
+   "patient_id": "e444804e68f11cf0",
+   "age": 73.0,
+   "study_type": "ct whole body",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.112185361118765,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1365",
+   "image_id": "s1365",
+   "patient_key": "s1365",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cbb3c309d267218e",
+   "patient_id": "4f44f559760a505f",
+   "age": 71.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 48.654393429576324,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1414",
+   "image_id": "s1414",
+   "patient_key": "s1414",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "05def755574dc2db",
+   "patient_id": "7f4f5d0681ca041a",
+   "age": 43.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.912307751739878,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0416",
+   "image_id": "s0416",
+   "patient_key": "s0416",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ed56de8c59d9eb17",
+   "patient_id": "8e6093e85fa7ca1a",
+   "age": 30.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.224985276791124,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0740",
+   "image_id": "s0740",
+   "patient_key": "s0740",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a3e33ba585e55fa5",
+   "patient_id": "2947da6429d3918f",
+   "age": 70.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.518175811634027,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0275",
+   "image_id": "s0275",
+   "patient_key": "s0275",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "364ae794302d9bc0",
+   "patient_id": "71f4f502a2bad6f5",
+   "age": 46.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.005951537600005,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1380",
+   "image_id": "s1380",
+   "patient_key": "s1380",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "adf16c029e99cf07",
+   "patient_id": "7f7e1b48f33c9979",
+   "age": 78.0,
+   "study_type": "ct whole body",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.924858845171276,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0912",
+   "image_id": "s0912",
+   "patient_key": "s0912",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "34aea1bfbb24ac10",
+   "patient_id": "7e321a169ae781d1",
+   "age": 68.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0022",
+   "image_id": "s0022",
+   "patient_key": "s0022",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "291aa5f397db3889",
+   "patient_id": "bf10acc05fc49cc5",
+   "age": 50.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.796634343085422,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0707",
+   "image_id": "s0707",
+   "patient_key": "s0707",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8beba7eeefee63b7",
+   "patient_id": "4100227a5ac4f68f",
+   "age": 74.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.186773244895647,
+   "contrast_phase": "venous",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0484",
+   "image_id": "s0484",
+   "patient_key": "s0484",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0e9addaa42a1aec7",
+   "patient_id": "765881df87624759",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0733",
+   "image_id": "s0733",
+   "patient_key": "s0733",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cd411e19d8871fe6",
+   "patient_id": "6892d929cb7b1d13",
+   "age": 66.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.89258241577618,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0108",
+   "image_id": "s0108",
+   "patient_key": "s0108",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9134f562f87f830f",
+   "patient_id": "52d443f243662825",
+   "age": 51.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.89650628371062,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0011",
+   "image_id": "s0011",
+   "patient_key": "s0011",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "daf1b8c370117e9a",
+   "patient_id": "0368161a0df71e4b",
+   "age": 49.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.155644370746373,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0950",
+   "image_id": "s0950",
+   "patient_key": "s0950",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "48a44ed3c393ae32",
+   "patient_id": "49017b9365847071",
+   "age": 79.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 35.131894341182345,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1233",
+   "image_id": "s1233",
+   "patient_key": "s1233",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "882a314ff8b7b0ea",
+   "patient_id": "4e9b9a29a5ffe643",
+   "age": 88.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.081085628023203,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0737",
+   "image_id": "s0737",
+   "patient_key": "s0737",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "003b298c09a7606e",
+   "patient_id": "3b079a850a8fb59d",
+   "age": 71.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.92344832893492,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0190",
+   "image_id": "s0190",
+   "patient_key": "s0190",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "25fdd6b78a959cdc",
+   "patient_id": "2504cda049288de4",
+   "age": 59.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.241881404893856,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1291",
+   "image_id": "s1291",
+   "patient_key": "s1291",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "32522e6d60a3caf5",
+   "patient_id": "02a1add2eba08353",
+   "age": 71.0,
+   "study_type": "ct abdomen",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.89258241577618,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0624",
+   "image_id": "s0624",
+   "patient_key": "s0624",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d35bc792a4d36842",
+   "patient_id": "6f480e74d3be20e0",
+   "age": 81.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.276669409945463,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Iliofemoral Access",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1137",
+   "image_id": "s1137",
+   "patient_key": "s1137",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cf9171b8cdb7502c",
+   "patient_id": "4da36a612e0bc995",
+   "age": 52.0,
+   "study_type": "ct pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.8806130178211,
+   "contrast_phase": "arterial",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0711",
+   "image_id": "s0711",
+   "patient_key": "s0711",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ae80aa8c551bf7a1",
+   "patient_id": "9512828e7662d830",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.670026608594387,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0029",
+   "image_id": "s0029",
+   "patient_key": "s0029",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "91e8ae29166a9879",
+   "patient_id": "feb8960b240fa175",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.276669409945463,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0620",
+   "image_id": "s0620",
+   "patient_key": "s0620",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b125836554ab969d",
+   "patient_id": "004fcff0dadacc71",
+   "age": 67.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.536339626028727,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1348",
+   "image_id": "s1348",
+   "patient_key": "s1348",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0f43d96b2aff5d5f",
+   "patient_id": "3a4405dd6bf3974d",
+   "age": 69.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.299103120977758,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0366",
+   "image_id": "s0366",
+   "patient_key": "s0366",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "7bde44a78a81f431",
+   "patient_id": "9c45628653e9d677",
+   "age": 48.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.144189719076646,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1375",
+   "image_id": "s1375",
+   "patient_key": "s1375",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e90e2d776e770298",
+   "patient_id": "34607241767bfb0d",
+   "age": 75.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 60.153969112603036,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0314",
+   "image_id": "s0314",
+   "patient_key": "s0314",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d765561cf48eeea9",
+   "patient_id": "cab0b1cea8a04e9b",
+   "age": 83.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 42.44997055358225,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0070",
+   "image_id": "s0070",
+   "patient_key": "s0070",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c6f1f60f632ec996",
+   "patient_id": "0f9fcab1aecf4a05",
+   "age": 24.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.101242188104617,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1205",
+   "image_id": "s1205",
+   "patient_key": "s1205",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "22e8c5ff34fd92dc",
+   "patient_id": "306fb2ce90849db5",
+   "age": 47.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "g",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.02379604162864,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0607",
+   "image_id": "s0607",
+   "patient_key": "s0607",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cf5fab66d7be4514",
+   "patient_id": "f06970364c645f67",
+   "age": 61.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "val",
+   "institute": "b",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 53.71219600798314,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1216",
+   "image_id": "s1216",
+   "patient_key": "s1216",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "0d7c8dda9bbbad56",
+   "patient_id": "329de98df478b84b",
+   "age": 55.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "other",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.313207915827967,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1130",
+   "image_id": "s1130",
+   "patient_key": "s1130",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1b1845db847d4ea4",
+   "patient_id": "6494d7086d7288cc",
+   "age": 82.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.430749027719962,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0014",
+   "image_id": "s0014",
+   "patient_key": "s0014",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "b24a3e056926600b",
+   "patient_id": "621f7f38d1b9c48c",
+   "age": 70.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.867962264113206,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0006",
+   "image_id": "s0006",
+   "patient_key": "s0006",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "44a8b682d2c01da9",
+   "patient_id": "8d546130b7da1e92",
+   "age": 46.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.67866865415443,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1297",
+   "image_id": "s1297",
+   "patient_key": "s1297",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "5e93f9cc1325001c",
+   "patient_id": "1974901ba6e535cd",
+   "age": 84.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.50581316760657,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0406",
+   "image_id": "s0406",
+   "patient_key": "s0406",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "eff23c605a797977",
+   "patient_id": "e3c2a2239a564bfe",
+   "age": 66.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 39.11521443121589,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0001",
+   "image_id": "s0001",
+   "patient_key": "s0001",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6087106125441baa",
+   "patient_id": "211f152f5e62faac",
+   "age": 58.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.564168070250297,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0708",
+   "image_id": "s0708",
+   "patient_key": "s0708",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "cc5754ba3353fe8e",
+   "patient_id": "37c635788099256b",
+   "age": 36.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 12.5,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0261",
+   "image_id": "s0261",
+   "patient_key": "s0261",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3381bb0a1de40f94",
+   "patient_id": "3141824480e23a03",
+   "age": 53.0,
+   "study_type": "ct abdomen",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.38861317723811,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0107",
+   "image_id": "s0107",
+   "patient_key": "s0107",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "19033c175d244e03",
+   "patient_id": "d091a6f2645d04e6",
+   "age": 87.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.81465829649865,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0291",
+   "image_id": "s0291",
+   "patient_key": "s0291",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9b133bf56072e993",
+   "patient_id": "5970cbbc28a195dd",
+   "age": 65.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.506755523321747,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0560",
+   "image_id": "s0560",
+   "patient_key": "s0560",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9d5674cdeb3991d1",
+   "patient_id": "aa3b119d7c9ea21d",
+   "age": 44.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.76305461424021,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1024",
+   "image_id": "s1024",
+   "patient_key": "s1024",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "900cef7b7b099d62",
+   "patient_id": "bb401ef2c0db93e1",
+   "age": 31.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.155644370746373,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1127",
+   "image_id": "s1127",
+   "patient_key": "s1127",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c80482ab9ad3cca5",
+   "patient_id": "4ae89b94cd3876e7",
+   "age": 69.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "j",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.50581316760657,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1206",
+   "image_id": "s1206",
+   "patient_key": "s1206",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "dbce15549a2fdebb",
+   "patient_id": "733621b1156ad628",
+   "age": 62.0,
+   "study_type": "ct polytrauma",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.8806130178211,
+   "contrast_phase": "venous",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0429",
+   "image_id": "s0429",
+   "patient_key": "s0429",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "99fb00ef1a4c1255",
+   "patient_id": "834fd956d36f0f93",
+   "age": 48.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.607794065928395,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0402",
+   "image_id": "s0402",
+   "patient_key": "s0402",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a173059c8682f9c8",
+   "patient_id": "a6945b6e33266511",
+   "age": 74.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.13503677229434,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1183",
+   "image_id": "s1183",
+   "patient_key": "s1183",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ff214c74fafc2e77",
+   "patient_id": "80a1e064434aaa18",
+   "age": 62.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.66779276708802,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1135",
+   "image_id": "s1135",
+   "patient_key": "s1135",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3c9bbecb37be0fcb",
+   "patient_id": "ea6dcc65a01db4de",
+   "age": 52.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.360009363293827,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0210",
+   "image_id": "s0210",
+   "patient_key": "s0210",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "96e469416cd0f27b",
+   "patient_id": "b7ecabd69e68097e",
+   "age": 51.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.264780248263683,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1145",
+   "image_id": "s1145",
+   "patient_key": "s1145",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "781754d67424c083",
+   "patient_id": "210edf1b1d0e5dba",
+   "age": 57.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.66815470259447,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0869",
+   "image_id": "s0869",
+   "patient_key": "s0869",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "670c584d4539bd1c",
+   "patient_id": "f01981fc591bf54a",
+   "age": 75.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.74313083108832,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1355",
+   "image_id": "s1355",
+   "patient_key": "s1355",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d2fb28ff17a91e89",
+   "patient_id": "b39f0c345f95e7e7",
+   "age": 62.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.77050983124842,
+   "contrast_phase": "arterial",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0934",
+   "image_id": "s0934",
+   "patient_key": "s0934",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "89b4d8816c55e496",
+   "patient_id": "e3055953465f5d20",
+   "age": 82.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.53918557824427,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0963",
+   "image_id": "s0963",
+   "patient_key": "s0963",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c2f6a8bed0979582",
+   "patient_id": "3b5fbf21f29a3a73",
+   "age": 59.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.807092894960848,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0602",
+   "image_id": "s0602",
+   "patient_key": "s0602",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "1c33c21a7f7f525c",
+   "patient_id": "8aef36b6b65d1cce",
+   "age": 44.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.46424919657298,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0952",
+   "image_id": "s0952",
+   "patient_key": "s0952",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "ac99e7b18d67da8b",
+   "patient_id": "68ce150f233d283b",
+   "age": 93.0,
+   "study_type": "ct spine",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.90602923739438,
+   "contrast_phase": "arterial",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0636",
+   "image_id": "s0636",
+   "patient_key": "s0636",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "59014d070abceeea",
+   "patient_id": "0984951e9644d53c",
+   "age": 59.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.681541692269406,
+   "contrast_phase": "arterial",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0644",
+   "image_id": "s0644",
+   "patient_key": "s0644",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "4c15da465cdfd8de",
+   "patient_id": "db404680bc42c344",
+   "age": 66.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.22992832414391,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0075",
+   "image_id": "s0075",
+   "patient_key": "s0075",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "9e364bab3d91ac69",
+   "patient_id": "dfca86c32a81c810",
+   "age": 58.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.726636354727024,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0985",
+   "image_id": "s0985",
+   "patient_key": "s0985",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "3866c6a69c20251e",
+   "patient_id": "4d0ebed588710d8c",
+   "age": 73.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.84656829757475,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0979",
+   "image_id": "s0979",
+   "patient_key": "s0979",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "21dbb9ba8ddfc6c6",
+   "patient_id": "277e67494a0bdb3c",
+   "age": 74.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "f",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.45551157288562,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0048",
+   "image_id": "s0048",
+   "patient_key": "s0048",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "057b3323d9ce3f41",
+   "patient_id": "0db338a28b465bc1",
+   "age": 69.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.784887978899608,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1124",
+   "image_id": "s1124",
+   "patient_key": "s1124",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "05a81578e4a08f44",
+   "patient_id": "b5b365af931ccd7d",
+   "age": 72.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.71834935510066,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0038",
+   "image_id": "s0038",
+   "patient_key": "s0038",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "e0545a6e4d864647",
+   "patient_id": "7555422586cc4c90",
+   "age": 52.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.80773631397161,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0801",
+   "image_id": "s0801",
+   "patient_key": "s0801",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "658dd2924dcd4101",
+   "patient_id": "9bcaf3481d6084b0",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.74313083108832,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0224",
+   "image_id": "s0224",
+   "patient_key": "s0224",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "21172ae524089f02",
+   "patient_id": "b30da4c54b674eec",
+   "age": 47.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.607794065928395,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0680",
+   "image_id": "s0680",
+   "patient_key": "s0680",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8b4721eb02a4190e",
+   "patient_id": "e20d74c5890c9ef6",
+   "age": 73.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.200274723201296,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0788",
+   "image_id": "s0788",
+   "patient_key": "s0788",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "8c2e4319974350d7",
+   "patient_id": "d249f018f6e7881d",
+   "age": 65.0,
+   "study_type": "ct thorax-chest",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.005434140654682,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0342",
+   "image_id": "s0342",
+   "patient_key": "s0342",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "a92be4769cb305ad",
+   "patient_id": "45dacaebda799eb2",
+   "age": 60.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.759208741033444,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0502",
+   "image_id": "s0502",
+   "patient_key": "s0502",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "13415141c93e861b",
+   "patient_id": "9c69817d8adac3a5",
+   "age": 70.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.886598574205422,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0450",
+   "image_id": "s0450",
+   "patient_key": "s0450",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "f67e81f3ff9ad7bc",
+   "patient_id": "2460d8301f6716bc",
+   "age": 51.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "j",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 29.090376415577712,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1362",
+   "image_id": "s1362",
+   "patient_key": "s1362",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "20a9324523084858",
+   "patient_id": "1170397d2fc48a18",
+   "age": 88.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 36.96281915655244,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Chest Abdomen Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1159",
+   "image_id": "s1159",
+   "patient_key": "s1159",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "87c59c8aa31de2cf",
+   "patient_id": "1a52cea9b006914e",
+   "age": 47.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.76305461424021,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0168",
+   "image_id": "s0168",
+   "patient_key": "s0168",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "646115461588336c",
+   "patient_id": "96f2e50725a24df1",
+   "age": 64.0,
+   "study_type": "ct abdomen",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.200274723201296,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0982",
+   "image_id": "s0982",
+   "patient_key": "s0982",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "c4c88f935620198a",
+   "patient_id": "75614070855c16b2",
+   "age": 56.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.076809620810597,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0587",
+   "image_id": "s0587",
+   "patient_key": "s0587",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "d11248da64e72f34",
+   "patient_id": "a88d4f6b3813a0f8",
+   "age": 83.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.144189719076646,
+   "contrast_phase": "venous",
+   "study_description": "CT Neck Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0358",
+   "image_id": "s0358",
+   "patient_key": "s0358",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "case_id": "6854b5d81acc5f0d",
+   "patient_id": "d7f953babc67febb",
+   "age": 90.0,
+   "study_type": "ct pelvis",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.615528128088304,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  }
+ ],
+ "public_name": "hospital_f",
+ "release_key_fingerprint": "88dd7eeed9a0"
+}

keys/hospital_g.json

@@ -0,0 +1,2052 @@
+{
+ "recipe_id": "h1_single_axis_surprise",
+ "display_name": "Hidden B",
+ "tier": "hidden",
+ "seed": 3002,
+ "source": "totalsegmentator",
+ "labels": {
+  "diameter_method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_ref",
+  "aaa_threshold_mm": 30.0
+ },
+ "baseline": {
+  "method": "outer_wall_orthogonal",
+  "column": "infrarenal_max_diam_outer_orth_mm_pred",
+  "aaa_threshold_mm": 30.0
+ },
+ "sampling": {
+  "candidates": 95,
+  "cross_from": {
+   "surveillance_clinic": {
+    "n": 2,
+    "planned": 2
+   }
+  },
+  "band_target": {
+   "aaa": 7,
+   "ectatic": 6,
+   "normal": 67
+  },
+  "shortfall": {},
+  "objective": 0.12624999999999997,
+  "targets": {
+   "age_band": {
+    "target": {
+     "70-79": 0.24,
+     "60-69": 0.24,
+     "50-59": 0.21,
+     "80-89": 0.09,
+     "40-49": 0.09,
+     "30-39": 0.07,
+     "20-29": 0.04,
+     "90-99": 0.02
+    },
+    "weight": 1.0
+   },
+   "sex": {
+    "target": {
+     "M": 0.56,
+     "F": 0.44
+    },
+    "weight": 1.0
+   },
+   "contrast_phase": {
+    "target": {
+     "venous": 0.6,
+     "non-contrast": 0.26,
+     "arterial": 0.14
+    },
+    "weight": 0.5
+   },
+   "slice_thickness_class": {
+    "target": {
+     "thin": 0.55,
+     "standard": 0.34,
+     "thick": 0.11
+    },
+    "weight": 0.5
+   }
+  }
+ },
+ "knobs": [
+  {
+   "type": "protocol_vocabulary",
+   "strength": "none",
+   "params": {
+    "style": "site_mixed",
+    "vocab_dir": "recipes/vocab",
+    "p_protocol_is_orderable": 0.15
+   },
+   "param_sources": {
+    "style": "recipe",
+    "vocab_dir": "recipe",
+    "p_protocol_is_orderable": "recipe"
+   },
+   "realised": {
+    "protocol_is_orderable": 0.1125,
+    "study_type_fallback_rows": 5,
+    "distinct_study_description": 21,
+    "distinct_protocol_name": 24
+   }
+  },
+  {
+   "type": "metadata_shortcut",
+   "strength": "strong",
+   "params": {
+    "column": "study_description",
+    "value": "CTA Abdominal Aorta - AAA Surveillance",
+    "p_given_aaa": 1.0,
+    "p_given_not_aaa": 0.01,
+    "label_correlation": null
+   },
+   "param_sources": {
+    "column": "recipe",
+    "value": "recipe",
+    "p_given_aaa": "recipe",
+    "p_given_not_aaa": "recipe",
+    "label_correlation": "default"
+   },
+   "realised": {
+    "rows_with_value": 8,
+    "aaa_with_value": 7,
+    "aaa_total": 7,
+    "non_aaa_with_value": 1,
+    "knob_rows": 8,
+    "phi": 0.9289853059279986,
+    "ppv": 0.875
+   }
+  },
+  {
+   "type": "cross_hospital_duplicates",
+   "strength": "weak",
+   "params": {
+    "with": "surveillance_clinic",
+    "n": 2,
+    "new_ids": true
+   },
+   "param_sources": {
+    "with": "recipe",
+    "n": "recipe",
+    "new_ids": "recipe"
+   },
+   "realised": {
+    "rows_here": 2,
+    "note": "rows are placed in whichever hospital is drawn later"
+   }
+  }
+ ],
+ "realised": {
+  "n": 80,
+  "unique_patients": 80,
+  "distinct_patient_ids": 80,
+  "aaa": 7,
+  "aaa_share": 0.0875,
+  "ectatic": 6,
+  "ectatic_share": 0.075,
+  "reference_band_aaa": 7,
+  "reference_band_ectatic": 6,
+  "age_mean": 62.4125,
+  "age_60_plus": 0.575,
+  "male_share": 0.5625,
+  "age_band": {
+   "10-19": 1,
+   "20-29": 1,
+   "30-39": 2,
+   "40-49": 13,
+   "50-59": 17,
+   "60-69": 19,
+   "70-79": 17,
+   "80-89": 8,
+   "90-99": 2
+  },
+  "contrast_phase": {
+   "arterial": 8,
+   "non-contrast": 24,
+   "venous": 48
+  },
+  "scanner_vendor": {
+   "siemens": 66,
+   "philips": 8,
+   "ge": 4,
+   "nan": 2
+  },
+  "slice_thickness_class": {
+   "standard": 27,
+   "thick": 9,
+   "thin": 44
+  },
+  "mean_dice": 0.97244403831889,
+  "stale_rows": 2
+ },
+ "match_required": true,
+ "match_vs_reference": {
+  "aaa_rel": 0.027777777777777804,
+  "male_rel": 0.004464285714285619,
+  "age60_rel": 0.025423728813559344,
+  "age_band_tv": 0.10250000000000001,
+  "phase_tv": 0.039999999999999994,
+  "ok": true
+ },
+ "release": {
+  "withhold_columns": [],
+  "patient_id": "keep"
+ },
+ "waldos": [
+  {
+   "kind": "shortcut",
+   "severity": "strong",
+   "description": "A study description (the ordered exam name) that gives away the label. No dev hospital showed this kind of problem.",
+   "evidence_expected": "study_description predicts AAA far better than it should; a model can score well without looking at the image."
+  },
+  {
+   "kind": "clustering",
+   "severity": "weak",
+   "description": "Some patients from the Surveillance Clinic reappear under new IDs.",
+   "evidence_expected": "Cross-cohort near-duplicates."
+  }
+ ],
+ "cases": [
+  {
+   "row_id": "s0543",
+   "image_id": "s0543",
+   "patient_key": "s0543",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "15c6c37aad9f6742",
+   "patient_id": "a361642d8667bf1b",
+   "age": 54.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.27204738618265,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0516",
+   "image_id": "s0516",
+   "patient_key": "s0516",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "3519b29c977bc2dd",
+   "patient_id": "a3f25b70df861f8c",
+   "age": 88.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 29.90819285747636,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Chest Abd Pelvis w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0182",
+   "image_id": "s0182",
+   "patient_key": "s0182",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "352180ff26175653",
+   "patient_id": "24668776f28f8d4d",
+   "age": 47.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.570660511172846,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0617",
+   "image_id": "s0617",
+   "patient_key": "s0617",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8dd5da3b83619c24",
+   "patient_id": "148b7cf6161962e5",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.37755832643195,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0473",
+   "image_id": "s0473",
+   "patient_key": "s0473",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "117db347b0254544",
+   "patient_id": "3413c4db4c69b0ff",
+   "age": 73.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 39.75550276376844,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0040",
+   "image_id": "s0040",
+   "patient_key": "s0040",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "2f070168286eb92e",
+   "patient_id": "e3c33b126b84c052",
+   "age": 52.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "test",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.0,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0076",
+   "image_id": "s0076",
+   "patient_key": "s0076",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "70158786b064ca5d",
+   "patient_id": "9b9094ff50ca3dee",
+   "age": 45.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.0124960961895,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Iliofemoral Access",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1082",
+   "image_id": "s1082",
+   "patient_key": "s1082",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "875d8964d0924707",
+   "patient_id": "bec61f3ae3438d7d",
+   "age": 69.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.04886114323222,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0092",
+   "image_id": "s0092",
+   "patient_key": "s0092",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "9e88097b0e88028a",
+   "patient_id": "c180bf2305b580f9",
+   "age": 24.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.029386365926403,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0945",
+   "image_id": "s0945",
+   "patient_key": "s0945",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "1fcc521dd5ae3687",
+   "patient_id": "dc9f938c39a101bb",
+   "age": 68.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.356554957709783,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0390",
+   "image_id": "s0390",
+   "patient_key": "s0390",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "3a89c1ffd0263b50",
+   "patient_id": "b18a7122cc880647",
+   "age": 73.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 35.79455265819088,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0073",
+   "image_id": "s0073",
+   "patient_key": "s0073",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c558a13a8c07af2c",
+   "patient_id": "1658c441a4aa3247",
+   "age": 71.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.42007685726074,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0252",
+   "image_id": "s0252",
+   "patient_key": "s0252",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "919d6a1b76cf8b4e",
+   "patient_id": "ba26873b462bb892",
+   "age": 40.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.32482771731451,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0216_xh1_single_axis_surprise",
+   "image_id": "s0216",
+   "patient_key": "s0216",
+   "kind": "cross",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": "surveillance_clinic",
+   "case_id": "30fad83a84db8d81",
+   "patient_id": "96a4c84480768c8c",
+   "age": 38.0,
+   "study_type": "ct angiography abdomen-pelvis-leg",
+   "pathology": "no_pathology",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.913276223971886,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdomen Pelvis Lower Extremity Runoff",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0030",
+   "image_id": "s0030",
+   "patient_key": "s0030",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "cf7f4c831242a199",
+   "patient_id": "40cb88314721f734",
+   "age": 76.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.47673159491453,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0612",
+   "image_id": "s0612",
+   "patient_key": "s0612",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "85bb106dd918dafe",
+   "patient_id": "e1e44c3905e2f5fc",
+   "age": 73.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 26.537709019431198,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0693",
+   "image_id": "s0693",
+   "patient_key": "s0693",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c355f4e936d74f36",
+   "patient_id": "0c0cdbc2aaf5a08b",
+   "age": 63.0,
+   "study_type": "ct  intervention",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.85278976405288,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1388",
+   "image_id": "s1388",
+   "patient_key": "s1388",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "45c02ab8e65a298d",
+   "patient_id": "d8107009676a310b",
+   "age": 68.0,
+   "study_type": "ct whole body",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.82153022471871,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1244",
+   "image_id": "s1244",
+   "patient_key": "s1244",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "17be5e7bbd1ce0d8",
+   "patient_id": "ef14784964b67b82",
+   "age": 68.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.2602916254693,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1347",
+   "image_id": "s1347",
+   "patient_key": "s1347",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "9216dcdc26dae2ce",
+   "patient_id": "79a3312ccc76c79e",
+   "age": 78.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "test",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.12985702402731,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1123",
+   "image_id": "s1123",
+   "patient_key": "s1123",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c42a15860812db54",
+   "patient_id": "afaca61f932a4b06",
+   "age": 48.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.50581316760657,
+   "contrast_phase": "venous",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0371",
+   "image_id": "s0371",
+   "patient_key": "s0371",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a377c713ad98cf5e",
+   "patient_id": "ec0cf3c718e66209",
+   "age": 52.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.347782724271816,
+   "contrast_phase": "arterial",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0807",
+   "image_id": "s0807",
+   "patient_key": "s0807",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "955fd3578d4d138b",
+   "patient_id": "64e9db14c9bef270",
+   "age": 65.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.988091861815356,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0408",
+   "image_id": "s0408",
+   "patient_key": "s0408",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "f607331fd6b5f448",
+   "patient_id": "fe84effb5f6f9a68",
+   "age": 88.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.219095173922945,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0731",
+   "image_id": "s0731",
+   "patient_key": "s0731",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c6660766bb159fa8",
+   "patient_id": "26de12c2e181b831",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.74246851269154,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1412",
+   "image_id": "s1412",
+   "patient_key": "s1412",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "63946765b62e1ea5",
+   "patient_id": "42494ad7d00a190c",
+   "age": 43.0,
+   "study_type": "ct polytrauma",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.40939982143925,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Trauma Pan-Scan",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1238",
+   "image_id": "s1238",
+   "patient_key": "s1238",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "105bb8a1dd4130d3",
+   "patient_id": "2b875dbcdbb1d5fa",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.402205763103165,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0928",
+   "image_id": "s0928",
+   "patient_key": "s0928",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "bb5f3bf47aa20230",
+   "patient_id": "90c13cf5e34f33a5",
+   "age": 77.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.71834935510066,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0306",
+   "image_id": "s0306",
+   "patient_key": "s0306",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "e9704062d815fa83",
+   "patient_id": "0f1ddacb0cc34b61",
+   "age": 51.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.37755832643195,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0480",
+   "image_id": "s0480",
+   "patient_key": "s0480",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "d37347257cdf31b4",
+   "patient_id": "c4c80804ac132b1c",
+   "age": 74.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 31.468237955119125,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1086",
+   "image_id": "s1086",
+   "patient_key": "s1086",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ece967ba4e972345",
+   "patient_id": "eae1f596f75652aa",
+   "age": 45.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.940391591371924,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1006",
+   "image_id": "s1006",
+   "patient_key": "s1006",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c00b0e0ca6785d0e",
+   "patient_id": "da1dcb97e27bcca9",
+   "age": 67.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.241881404893856,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0300",
+   "image_id": "s0300",
+   "patient_key": "s0300",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "cf58cb7d81000e29",
+   "patient_id": "12d18c1c8765ccd9",
+   "age": 76.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 35.41892149684968,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0098",
+   "image_id": "s0098",
+   "patient_key": "s0098",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "c4c441515ab6c387",
+   "patient_id": "2f74c9dd717043e5",
+   "age": 50.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.02379604162864,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0728",
+   "image_id": "s0728",
+   "patient_key": "s0728",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "7a546cc84fb4fad3",
+   "patient_id": "5c868d0176aa8a36",
+   "age": 51.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.194134740701646,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0441",
+   "image_id": "s0441",
+   "patient_key": "s0441",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "e05df836fe3df914",
+   "patient_id": "0961903662e4bcfc",
+   "age": 72.0,
+   "study_type": "ct abdomen",
+   "pathology": "other",
+   "split": "test",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.50581316760657,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0682",
+   "image_id": "s0682",
+   "patient_key": "s0682",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "3de3d839b2c90fab",
+   "patient_id": "ab24a48a7e8fb70e",
+   "age": 44.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.50581316760657,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0648",
+   "image_id": "s0648",
+   "patient_key": "s0648",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "728921e3adb94704",
+   "patient_id": "60488456ed9cd0a8",
+   "age": 72.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.38237068047322,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0232",
+   "image_id": "s0232",
+   "patient_key": "s0232",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a89066092fa802f1",
+   "patient_id": "f59e3d1d51bbb661",
+   "age": 82.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.253865671269807,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen w/o Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1090",
+   "image_id": "s1090",
+   "patient_key": "s1090",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "b8d816882a9e708e",
+   "patient_id": "62b694db2538d5b7",
+   "age": 80.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.769728648009426,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0242",
+   "image_id": "s0242",
+   "patient_key": "s0242",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a9ed57c8e6b2393d",
+   "patient_id": "67efa789ad3c9f3e",
+   "age": 19.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.15549442140351,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1009",
+   "image_id": "s1009",
+   "patient_key": "s1009",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "0384468bd75bc7bd",
+   "patient_id": "0a2e8481a45fbf4c",
+   "age": 77.0,
+   "study_type": "ct pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.13503677229434,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0307",
+   "image_id": "s0307",
+   "patient_key": "s0307",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "d261b9177fcf9da5",
+   "patient_id": "665171a7bda1af49",
+   "age": 69.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.524174696260024,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0690",
+   "image_id": "s0690",
+   "patient_key": "s0690",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "64bc4fbb4d3fbb95",
+   "patient_id": "a8505bd1eb3f15ab",
+   "age": 94.0,
+   "study_type": "ct polytrauma",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.402205763103165,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0191",
+   "image_id": "s0191",
+   "patient_key": "s0191",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ff71fe223c8b6b13",
+   "patient_id": "d4426695bd547805",
+   "age": 73.0,
+   "study_type": "ct spine",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.319005605327842,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0325",
+   "image_id": "s0325",
+   "patient_key": "s0325",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "38b19a6975e23313",
+   "patient_id": "2c234e6b0849f7e7",
+   "age": 65.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 25.544079548889602,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0009",
+   "image_id": "s0009",
+   "patient_key": "s0009",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "873055ce035937b2",
+   "patient_id": "7124f928aefa57fa",
+   "age": 85.0,
+   "study_type": "ct spine",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.30772404161333,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0233",
+   "image_id": "s0233",
+   "patient_key": "s0233",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "f06d79e49fcca206",
+   "patient_id": "9c8b4314b0cf1e35",
+   "age": 58.0,
+   "study_type": "ct spine",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.45507645834372,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1251",
+   "image_id": "s1251",
+   "patient_key": "s1251",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ad677c36ad2762b0",
+   "patient_id": "0cd3ca6e51ce6441",
+   "age": 75.0,
+   "study_type": "ct angiography pelvis-leg",
+   "pathology": "bleeding",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.04163456597992,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1418",
+   "image_id": "s1418",
+   "patient_key": "s1418",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "0d9da9b7db0608ef",
+   "patient_id": "e804eeaf969999e9",
+   "age": 47.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": null,
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.224985276791124,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1273",
+   "image_id": "s1273",
+   "patient_key": "s1273",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "65a669b503b888c9",
+   "patient_id": "2d958e06664c1c81",
+   "age": 56.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.615528128088304,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0662",
+   "image_id": "s0662",
+   "patient_key": "s0662",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "99d291d2a6d3e05d",
+   "patient_id": "4bd3bddb8cbea08c",
+   "age": 51.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.557607215607945,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0012",
+   "image_id": "s0012",
+   "patient_key": "s0012",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "a005fc785c5a9d28",
+   "patient_id": "24f5e1d4275b2ce3",
+   "age": 53.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "other",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.334935823359714,
+   "contrast_phase": "venous",
+   "study_description": "CT Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0401",
+   "image_id": "s0401",
+   "patient_key": "s0401",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ed2dddfef1866273",
+   "patient_id": "5d11dfc08ccdf006",
+   "age": 66.0,
+   "study_type": "ct thorax-abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.200274723201296,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0119_xh1_single_axis_surprise",
+   "image_id": "s0119",
+   "patient_key": "s0119",
+   "kind": "cross",
+   "copy": 1,
+   "new_patient_id": true,
+   "from": "surveillance_clinic",
+   "case_id": "b433e6e4871a2c8c",
+   "patient_id": "5412adc913e5c331",
+   "age": 43.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.011226946038047,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdomen/Pelvis",
+   "rerun_knobs": "duplicate_scan_perturb",
+   "stale_until_rerun": true
+  },
+  {
+   "row_id": "s0667",
+   "image_id": "s0667",
+   "patient_key": "s0667",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "896691a34c4481ae",
+   "patient_id": "b5cd009672d33aca",
+   "age": 65.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "test",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.53720459187964,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1364",
+   "image_id": "s1364",
+   "patient_key": "s1364",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "fed4315ea531c5a5",
+   "patient_id": "70013628031ea0f0",
+   "age": 74.0,
+   "study_type": "ct angiography thorax-abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 55.0,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0201",
+   "image_id": "s0201",
+   "patient_key": "s0201",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "02ddb552c5cbfd7c",
+   "patient_id": "470251845479a410",
+   "age": 51.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 14.422205101855956,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0062",
+   "image_id": "s0062",
+   "patient_key": "s0062",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "7150e0d16c0731f1",
+   "patient_id": "e0db2d92192a704d",
+   "age": 63.0,
+   "study_type": "ct pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.66815470259447,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abd/Pel w/o",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1153",
+   "image_id": "s1153",
+   "patient_key": "s1153",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "9034413327cdf8f7",
+   "patient_id": "26d4424a0551d1e9",
+   "age": 42.0,
+   "study_type": "ct abdomen",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "e",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.88854381999832,
+   "contrast_phase": "arterial",
+   "study_description": "CT Abdomen with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0472",
+   "image_id": "s0472",
+   "patient_key": "s0472",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "904e4df61b53cd21",
+   "patient_id": "42b6e55e7b4c62bc",
+   "age": 64.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 18.506755523321747,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0592",
+   "image_id": "s0592",
+   "patient_key": "s0592",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "f85da171e0a72f16",
+   "patient_id": "72a90ed8a5209459",
+   "age": 86.0,
+   "study_type": "ct polytrauma",
+   "pathology": "trauma",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.80350850198276,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Polytrauma Whole Body",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0778",
+   "image_id": "s0778",
+   "patient_key": "s0778",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "ce15ee73157b4380",
+   "patient_id": "84d6b09d7f67eadc",
+   "age": 57.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "ectatic",
+   "band": "ectatic",
+   "diameter_mm": 27.33587386567329,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0649",
+   "image_id": "s0649",
+   "patient_key": "s0649",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "8b7aa2641a6ff877",
+   "patient_id": "a564f41f7f002324",
+   "age": 63.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.783020910791965,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0329",
+   "image_id": "s0329",
+   "patient_key": "s0329",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "802b59f24c04d247",
+   "patient_id": "7326fde88c3e8ac3",
+   "age": 46.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.639085008382402,
+   "contrast_phase": "venous",
+   "study_description": "CT Angio Ab/Pelv",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1394",
+   "image_id": "s1394",
+   "patient_key": "s1394",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "e06a2faec5042eee",
+   "patient_id": "4455e4561ddbd076",
+   "age": 57.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "vascular",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 32.190837205639745,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0797",
+   "image_id": "s0797",
+   "patient_key": "s0797",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "d9be3b453a4e20d0",
+   "patient_id": "8157f2d61bf5a2fb",
+   "age": 63.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.81161275615895,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0082",
+   "image_id": "s0082",
+   "patient_key": "s0082",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "9865b9d4cbd5d7d6",
+   "patient_id": "2c44a42e39fdab43",
+   "age": 39.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "c",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.76305461424021,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0375",
+   "image_id": "s0375",
+   "patient_key": "s0375",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "2df7280f286878d8",
+   "patient_id": "7071f49123f61eb4",
+   "age": 46.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "inflammation",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 16.688319268278637,
+   "contrast_phase": "venous",
+   "study_description": "CT CAP w/ IV Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0915",
+   "image_id": "s0915",
+   "patient_key": "s0915",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "62eabe0fff9a1629",
+   "patient_id": "3936d568f0e2a233",
+   "age": 71.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "aaa",
+   "band": "aaa",
+   "diameter_mm": 53.16483800407935,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta - AAA Surveillance",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1357",
+   "image_id": "s1357",
+   "patient_key": "s1357",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "da3f0e4f31cf619e",
+   "patient_id": "63e54c1a4f1242ad",
+   "age": 82.0,
+   "study_type": "ct hip right",
+   "pathology": "trauma",
+   "split": "test",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.748737341529164,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1022",
+   "image_id": "s1022",
+   "patient_key": "s1022",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "f77678857025758c",
+   "patient_id": "a6a534989b42d787",
+   "age": 87.0,
+   "study_type": "ct aortic valve",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 21.95449840010015,
+   "contrast_phase": "arterial",
+   "study_description": "CTA TAVR Planning Chest/Abd/Pelvis",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1391",
+   "image_id": "s1391",
+   "patient_key": "s1391",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "0d672e83258f5f90",
+   "patient_id": "7e112506d22a68a6",
+   "age": 65.0,
+   "study_type": "ct angiography abdomen-pelvis",
+   "pathology": "bleeding",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 22.825424421026653,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0895",
+   "image_id": "s0895",
+   "patient_key": "s0895",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "2c302fc51eb1b64f",
+   "patient_id": "73f2c2cb4a975777",
+   "age": 56.0,
+   "study_type": "ct angiography neck-thx-abd-pelvis-leg",
+   "pathology": "other",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.4928556845359,
+   "contrast_phase": "arterial",
+   "study_description": "CTA Aorta Complete",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s1046",
+   "image_id": "s1046",
+   "patient_key": "s1046",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "467a1bce5ad86985",
+   "patient_id": "c3c09103564f76fa",
+   "age": 72.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "val",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 23.08679276123039,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0495",
+   "image_id": "s0495",
+   "patient_key": "s0495",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "df1f79c95a0a8d86",
+   "patient_id": "3638080a4c8e90be",
+   "age": 64.0,
+   "study_type": "ct abdomen",
+   "pathology": "tumor",
+   "split": "train",
+   "institute": "a",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 15.811388300841896,
+   "contrast_phase": "venous",
+   "study_description": "CTA Abdominal Aorta",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0218",
+   "image_id": "s0218",
+   "patient_key": "s0218",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "51af8d5d62a2d0f9",
+   "patient_id": "d93a5a4e5509c2b3",
+   "age": 69.0,
+   "study_type": "ct abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 19.4164878389476,
+   "contrast_phase": "venous",
+   "study_description": "CTA AP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0571",
+   "image_id": "s0571",
+   "patient_key": "s0571",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "d2427ddbc460c09e",
+   "patient_id": "6df5866725e60e7a",
+   "age": 55.0,
+   "study_type": "ct thorax-abdomen-pelvis",
+   "pathology": "no_pathology",
+   "split": "train",
+   "institute": "i",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 17.755280904564703,
+   "contrast_phase": "venous",
+   "study_description": "CT Chest Abdomen Pelvis with Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0700",
+   "image_id": "s0700",
+   "patient_key": "s0700",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "15cbba64a2edac4b",
+   "patient_id": "a7c3105ef025627d",
+   "age": 93.0,
+   "study_type": "ct spine",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 24.70323865407125,
+   "contrast_phase": "non-contrast",
+   "study_description": "CT Abdomen Pelvis without Contrast",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  },
+  {
+   "row_id": "s0500",
+   "image_id": "s0500",
+   "patient_key": "s0500",
+   "kind": "index",
+   "copy": 0,
+   "new_patient_id": false,
+   "from": null,
+   "case_id": "272591408469599c",
+   "patient_id": "65ade74e14264942",
+   "age": 49.0,
+   "study_type": "ct neck-thorax-abdomen-pelvis",
+   "pathology": "unclear",
+   "split": "train",
+   "institute": "b",
+   "band_reference": "normal",
+   "band": "normal",
+   "diameter_mm": 20.670026608594387,
+   "contrast_phase": "venous",
+   "study_description": "CT Staging Neck/CAP",
+   "rerun_knobs": "",
+   "stale_until_rerun": false
+  }
+ ],
+ "public_name": "hospital_g",
+ "release_key_fingerprint": "88dd7eeed9a0"
+}

keys/practice/README.md

@@ -0,0 +1,30 @@
+# Practice answer keys
+
+One file per practice hospital: the flaws we put in (kind, severity, a plain description, and the evidence a correct find cites), plus reference measures comparing each hospital with hospital_a, the clean reference.
+
+For each measure: `value` is what this hospital shows; `chance_p95` and `chance_p99` are what two clean samples of the same size show by chance 95% and 99% of the time; `verdict` is our call (within chance, borderline, weak, strong). A value above `chance_p99` is unlikely to be chance.
+
+Patients shared across practice hospitals under different ids: hospital_b & hospital_e: 2
+
+## Measures
+
+- `aaa_prev_diff`: AAA prevalence difference (= EMD on the binary label)
+- `size_class_hellinger`: Hellinger distance over aaa_size_class
+- `diameter_w1_mm`: W1 over max_aortic_diameter_mm, mm
+- `age_band_tv`: TV over age band
+- `sex_tv`: TV over sex
+- `phase_tv`: TV over contrast phase
+- `slice_class_tv`: TV over slice_thickness_class
+- `vendor_tv`: TV over scanner_vendor
+- `feature_c2st_auc`: classifier two-sample AUC, aorta HU and log organ volumes
+- `embed_c2st_auc`: classifier two-sample AUC, embedding PCA-32
+- `embed_mmd2`: unbiased MMD^2, RBF, embedding PCA-32
+- `cmi_s_y_given_x`: I(S;Y|X) in nats, Y = aaa, X = baseline predicted diameter
+- `label_pred_w1_mm`: W1 over (label diameter - baseline predicted diameter), mm
+- `dice_gap`: |mean baseline aorta Dice difference|
+- `aaa_balacc_gap`: |baseline AAA balanced accuracy difference|
+- `shortcut_max_phi`: max phi between one study_description or protocol_name value and aaa (values on 3 or more rows)
+- `shortcut_u`: I(study_description; aaa) / H(aaa), plug-in (uncertainty coefficient, so prevalence alone does not raise it)
+- `neff_deficit_pid`: 1 - n_eff / n, ICC of diameter by released patient_id
+- `neff_deficit_emb`: 1 - n_eff / n, ICC of diameter by near-duplicate embedding cluster
+- `near_dup_rate`: share of rows with a within-hospital embedding neighbour closer than 0.25

keys/practice/hospital_a.json

@@ -0,0 +1,11 @@
+{
+ "findings": [
+  {
+   "description": "Stratified random sample, one scan per patient. The IID control and the reference for every other hospital.",
+   "evidence_expected": "Measures sit inside their split-half nulls; no axis stands out.",
+   "kind": "none",
+   "severity": "none"
+  }
+ ],
+ "hospital": "hospital_a"
+}

keys/practice/hospital_b.json

@@ -0,0 +1,143 @@
+{
+ "findings": [
+  {
+   "description": "Many patients scanned repeatedly, some under fresh IDs. Looks like 80 cases; holds far fewer independent ones.",
+   "evidence_expected": "Near-duplicate embeddings within the hospital, ICC and design effect, n_eff well below n, naive CIs too narrow.",
+   "kind": "clustering",
+   "severity": "strong"
+  },
+  {
+   "description": "A handful of patients also appear at hospital_e under new IDs.",
+   "evidence_expected": "Cross-hospital near-duplicate pairs; a hospital-level split would leak.",
+   "kind": "clustering",
+   "severity": "weak"
+  }
+ ],
+ "hospital": "hospital_b",
+ "reference_measures": {
+  "compared_with": "hospital_a",
+  "measures": {
+   "aaa_balacc_gap": {
+    "chance_p95": 0.16666666666666674,
+    "chance_p99": 0.2500454545454545,
+    "value": 0.015873015873015817,
+    "verdict": "within chance"
+   },
+   "aaa_prev_diff": {
+    "chance_p95": 0.08249999999999999,
+    "chance_p99": 0.105025,
+    "value": 0.0025000000000000022,
+    "verdict": "within chance"
+   },
+   "age_band_tv": {
+    "chance_p95": 0.2251249999999999,
+    "chance_p99": 0.25749999999999995,
+    "value": 0.10750000000000001,
+    "verdict": "within chance"
+   },
+   "cmi_s_y_given_x": {
+    "chance_p95": 0.0017412381135585482,
+    "chance_p99": 0.00344862445271839,
+    "value": -0.0003646204882545065,
+    "verdict": "within chance"
+   },
+   "diameter_w1_mm": {
+    "chance_p95": 2.222422553198033,
+    "chance_p99": 3.0558571029693504,
+    "value": 1.6583997089766074,
+    "verdict": "within chance"
+   },
+   "dice_gap": {
+    "chance_p95": 0.00622128738602638,
+    "chance_p99": 0.007824171785814063,
+    "value": 0.004095622399570842,
+    "verdict": "within chance"
+   },
+   "embed_c2st_auc": {
+    "chance_p95": 0.5851531249999999,
+    "chance_p99": 0.624419375,
+    "value": 0.64425,
+    "verdict": "weak"
+   },
+   "embed_mmd2": {
+    "chance_p95": 0.003110258204608671,
+    "chance_p99": 0.004315590781960012,
+    "value": 0.008291255671871944,
+    "verdict": "weak"
+   },
+   "feature_c2st_auc": {
+    "chance_p95": 0.5812312499999999,
+    "chance_p99": 0.61777375,
+    "value": 0.385625,
+    "verdict": "within chance"
+   },
+   "label_pred_w1_mm": {
+    "chance_p95": 0.464911853101532,
+    "chance_p99": 0.5753052952284602,
+    "value": 0.32971442293168646,
+    "verdict": "within chance"
+   },
+   "near_dup_rate": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.75,
+    "verdict": "strong"
+   },
+   "neff_deficit_emb": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.5988606323301549,
+    "verdict": "strong"
+   },
+   "neff_deficit_pid": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.3837465103580684,
+    "verdict": "strong"
+   },
+   "phase_tv": {
+    "chance_p95": 0.14512499999999992,
+    "chance_p99": 0.1751499999999999,
+    "value": 0.06000000000000001,
+    "verdict": "within chance"
+   },
+   "sex_tv": {
+    "chance_p95": 0.15,
+    "chance_p99": 0.1725,
+    "value": 0.014999999999999958,
+    "verdict": "within chance"
+   },
+   "shortcut_max_phi": {
+    "chance_p95": 0.8056815791722832,
+    "chance_p99": 0.8885233166386386,
+    "value": 0.3391533656562534,
+    "verdict": "within chance"
+   },
+   "shortcut_u": {
+    "chance_p95": 0.9368951662102973,
+    "chance_p99": 1.0000000000000002,
+    "value": 0.5441851217481756,
+    "verdict": "within chance"
+   },
+   "size_class_hellinger": {
+    "chance_p95": 0.1501256242747197,
+    "chance_p99": 0.16974357552479452,
+    "value": 0.10241327124318884,
+    "verdict": "within chance"
+   },
+   "slice_class_tv": {
+    "chance_p95": 0.1551249999999999,
+    "chance_p99": 0.21764999999999984,
+    "value": 0.135,
+    "verdict": "within chance"
+   },
+   "vendor_tv": {
+    "chance_p95": 0.0857766323024055,
+    "chance_p99": 0.12228137651821862,
+    "value": 0.16695675458562056,
+    "verdict": "weak"
+   }
+  },
+  "n": 80
+ }
+}

keys/practice/hospital_c.json

@@ -0,0 +1,137 @@
+{
+ "findings": [
+  {
+   "description": "Thick slices and venous phase only. Same patients-on-paper as the reference, scanned differently.",
+   "evidence_expected": "Label prior and demographics match the reference (EMD and Hellinger near zero) while slice thickness and the embeddings shift clearly and baseline Dice drops a little. Aorta HU moves only slightly.",
+   "kind": "acquisition",
+   "severity": "strong"
+  }
+ ],
+ "hospital": "hospital_c",
+ "reference_measures": {
+  "compared_with": "hospital_a",
+  "measures": {
+   "aaa_balacc_gap": {
+    "chance_p95": 0.16666666666666674,
+    "chance_p99": 0.2500454545454545,
+    "value": 0.015873015873015817,
+    "verdict": "within chance"
+   },
+   "aaa_prev_diff": {
+    "chance_p95": 0.08249999999999999,
+    "chance_p99": 0.105025,
+    "value": 0.0025000000000000022,
+    "verdict": "within chance"
+   },
+   "age_band_tv": {
+    "chance_p95": 0.2251249999999999,
+    "chance_p99": 0.25749999999999995,
+    "value": 0.012500000000000002,
+    "verdict": "within chance"
+   },
+   "cmi_s_y_given_x": {
+    "chance_p95": 0.0017412381135585482,
+    "chance_p99": 0.00344862445271839,
+    "value": -0.0008128277899579761,
+    "verdict": "within chance"
+   },
+   "diameter_w1_mm": {
+    "chance_p95": 2.222422553198033,
+    "chance_p99": 3.0558571029693504,
+    "value": 0.7667986187448365,
+    "verdict": "within chance"
+   },
+   "dice_gap": {
+    "chance_p95": 0.00622128738602638,
+    "chance_p99": 0.007824171785814063,
+    "value": 0.013440861705116935,
+    "verdict": "weak"
+   },
+   "embed_c2st_auc": {
+    "chance_p95": 0.5851531249999999,
+    "chance_p99": 0.624419375,
+    "value": 0.757875,
+    "verdict": "strong"
+   },
+   "embed_mmd2": {
+    "chance_p95": 0.003110258204608671,
+    "chance_p99": 0.004315590781960012,
+    "value": 0.025361603605288163,
+    "verdict": "strong"
+   },
+   "feature_c2st_auc": {
+    "chance_p95": 0.5812312499999999,
+    "chance_p99": 0.61777375,
+    "value": 0.610625,
+    "verdict": "borderline"
+   },
+   "label_pred_w1_mm": {
+    "chance_p95": 0.464911853101532,
+    "chance_p99": 0.5753052952284602,
+    "value": 0.26524056538777296,
+    "verdict": "within chance"
+   },
+   "near_dup_rate": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "neff_deficit_emb": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "neff_deficit_pid": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "phase_tv": {
+    "chance_p95": 0.14512499999999992,
+    "chance_p99": 0.1751499999999999,
+    "value": 0.4,
+    "verdict": "strong"
+   },
+   "sex_tv": {
+    "chance_p95": 0.15,
+    "chance_p99": 0.1725,
+    "value": 0.0024999999999999745,
+    "verdict": "within chance"
+   },
+   "shortcut_max_phi": {
+    "chance_p95": 0.8056815791722832,
+    "chance_p99": 0.8885233166386386,
+    "value": 0.2477308382496682,
+    "verdict": "within chance"
+   },
+   "shortcut_u": {
+    "chance_p95": 0.9368951662102973,
+    "chance_p99": 1.0000000000000002,
+    "value": 0.5863806087251241,
+    "verdict": "within chance"
+   },
+   "size_class_hellinger": {
+    "chance_p95": 0.1501256242747197,
+    "chance_p99": 0.16974357552479452,
+    "value": 0.021967824367345092,
+    "verdict": "within chance"
+   },
+   "slice_class_tv": {
+    "chance_p95": 0.1551249999999999,
+    "chance_p99": 0.21764999999999984,
+    "value": 0.89,
+    "verdict": "strong"
+   },
+   "vendor_tv": {
+    "chance_p95": 0.0857766323024055,
+    "chance_p99": 0.12228137651821862,
+    "value": 0.02654639175257731,
+    "verdict": "within chance"
+   }
+  },
+  "n": 80
+ }
+}

keys/practice/hospital_d.json

@@ -0,0 +1,143 @@
+{
+ "findings": [
+  {
+   "description": "Far more aneurysms than the reference, as at a specialist vascular practice.",
+   "evidence_expected": "Higher AAA prevalence and a diameter distribution shifted right (W1 in mm).",
+   "kind": "label_prior",
+   "severity": "strong"
+  },
+  {
+   "description": "Older and more male, moving together with prevalence and more arterial-phase imaging.",
+   "evidence_expected": "The honest answer names the confounding and says what cannot be separated, rather than claiming a clean decomposition.",
+   "kind": "population",
+   "severity": "strong"
+  }
+ ],
+ "hospital": "hospital_d",
+ "reference_measures": {
+  "compared_with": "hospital_a",
+  "measures": {
+   "aaa_balacc_gap": {
+    "chance_p95": 0.16666666666666674,
+    "chance_p99": 0.2500454545454545,
+    "value": 0.002777777777777768,
+    "verdict": "within chance"
+   },
+   "aaa_prev_diff": {
+    "chance_p95": 0.08249999999999999,
+    "chance_p99": 0.105025,
+    "value": 0.16,
+    "verdict": "weak"
+   },
+   "age_band_tv": {
+    "chance_p95": 0.2251249999999999,
+    "chance_p99": 0.25749999999999995,
+    "value": 0.4175,
+    "verdict": "strong"
+   },
+   "cmi_s_y_given_x": {
+    "chance_p95": 0.0017412381135585482,
+    "chance_p99": 0.00344862445271839,
+    "value": -0.00029198949655167563,
+    "verdict": "within chance"
+   },
+   "diameter_w1_mm": {
+    "chance_p95": 2.222422553198033,
+    "chance_p99": 3.0558571029693504,
+    "value": 6.522980006480996,
+    "verdict": "strong"
+   },
+   "dice_gap": {
+    "chance_p95": 0.00622128738602638,
+    "chance_p99": 0.007824171785814063,
+    "value": 0.0027557173710358596,
+    "verdict": "within chance"
+   },
+   "embed_c2st_auc": {
+    "chance_p95": 0.5851531249999999,
+    "chance_p99": 0.624419375,
+    "value": 0.61225,
+    "verdict": "borderline"
+   },
+   "embed_mmd2": {
+    "chance_p95": 0.003110258204608671,
+    "chance_p99": 0.004315590781960012,
+    "value": 0.007755568412725511,
+    "verdict": "weak"
+   },
+   "feature_c2st_auc": {
+    "chance_p95": 0.5812312499999999,
+    "chance_p99": 0.61777375,
+    "value": 0.76075,
+    "verdict": "strong"
+   },
+   "label_pred_w1_mm": {
+    "chance_p95": 0.464911853101532,
+    "chance_p99": 0.5753052952284602,
+    "value": 0.5700975585828539,
+    "verdict": "borderline"
+   },
+   "near_dup_rate": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "neff_deficit_emb": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "neff_deficit_pid": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "phase_tv": {
+    "chance_p95": 0.14512499999999992,
+    "chance_p99": 0.1751499999999999,
+    "value": 0.5599999999999999,
+    "verdict": "strong"
+   },
+   "sex_tv": {
+    "chance_p95": 0.15,
+    "chance_p99": 0.1725,
+    "value": 0.18999999999999997,
+    "verdict": "weak"
+   },
+   "shortcut_max_phi": {
+    "chance_p95": 0.8056815791722832,
+    "chance_p99": 0.8885233166386386,
+    "value": 0.48507125007266594,
+    "verdict": "within chance"
+   },
+   "shortcut_u": {
+    "chance_p95": 0.9368951662102973,
+    "chance_p99": 1.0000000000000002,
+    "value": 0.5317518337835133,
+    "verdict": "within chance"
+   },
+   "size_class_hellinger": {
+    "chance_p95": 0.1501256242747197,
+    "chance_p99": 0.16974357552479452,
+    "value": 0.16829488599721648,
+    "verdict": "borderline"
+   },
+   "slice_class_tv": {
+    "chance_p95": 0.1551249999999999,
+    "chance_p99": 0.21764999999999984,
+    "value": 0.1275,
+    "verdict": "within chance"
+   },
+   "vendor_tv": {
+    "chance_p95": 0.0857766323024055,
+    "chance_p99": 0.12228137651821862,
+    "value": 0.04850647634152787,
+    "verdict": "within chance"
+   }
+  },
+  "n": 80
+ }
+}

keys/practice/hospital_e.json

@@ -0,0 +1,137 @@
+{
+ "findings": [
+  {
+   "description": "Measures the lumen rather than the outer wall and calls AAA at 2.5 cm. Same images, different truth.",
+   "evidence_expected": "P(Y) and P(X) match the reference, but the image-to-label relationship differs (I(S;Y|X) > 0; diameter vs image features disagree on matched cases).",
+   "kind": "labeling_convention",
+   "severity": "strong"
+  }
+ ],
+ "hospital": "hospital_e",
+ "reference_measures": {
+  "compared_with": "hospital_a",
+  "measures": {
+   "aaa_balacc_gap": {
+    "chance_p95": 0.16666666666666674,
+    "chance_p99": 0.2500454545454545,
+    "value": 0.4444444444444444,
+    "verdict": "weak"
+   },
+   "aaa_prev_diff": {
+    "chance_p95": 0.08249999999999999,
+    "chance_p99": 0.105025,
+    "value": 0.0025000000000000022,
+    "verdict": "within chance"
+   },
+   "age_band_tv": {
+    "chance_p95": 0.2251249999999999,
+    "chance_p99": 0.25749999999999995,
+    "value": 0.017500000000000005,
+    "verdict": "within chance"
+   },
+   "cmi_s_y_given_x": {
+    "chance_p95": 0.0017412381135585482,
+    "chance_p99": 0.00344862445271839,
+    "value": 0.0197012712436091,
+    "verdict": "strong"
+   },
+   "diameter_w1_mm": {
+    "chance_p95": 2.222422553198033,
+    "chance_p99": 3.0558571029693504,
+    "value": 1.997859351480174,
+    "verdict": "within chance"
+   },
+   "dice_gap": {
+    "chance_p95": 0.00622128738602638,
+    "chance_p99": 0.007824171785814063,
+    "value": 0.0050096979466958125,
+    "verdict": "within chance"
+   },
+   "embed_c2st_auc": {
+    "chance_p95": 0.5851531249999999,
+    "chance_p99": 0.624419375,
+    "value": 0.52125,
+    "verdict": "within chance"
+   },
+   "embed_mmd2": {
+    "chance_p95": 0.003110258204608671,
+    "chance_p99": 0.004315590781960012,
+    "value": -0.0018771111598774315,
+    "verdict": "within chance"
+   },
+   "feature_c2st_auc": {
+    "chance_p95": 0.5812312499999999,
+    "chance_p99": 0.61777375,
+    "value": 0.569125,
+    "verdict": "within chance"
+   },
+   "label_pred_w1_mm": {
+    "chance_p95": 0.464911853101532,
+    "chance_p99": 0.5753052952284602,
+    "value": 0.6040347949900364,
+    "verdict": "weak"
+   },
+   "near_dup_rate": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "neff_deficit_emb": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "neff_deficit_pid": {
+    "chance_p95": 0.0,
+    "chance_p99": 0.0,
+    "value": 0.0,
+    "verdict": "within chance"
+   },
+   "phase_tv": {
+    "chance_p95": 0.14512499999999992,
+    "chance_p99": 0.1751499999999999,
+    "value": 0.26,
+    "verdict": "weak"
+   },
+   "sex_tv": {
+    "chance_p95": 0.15,
+    "chance_p99": 0.1725,
+    "value": 0.0024999999999999745,
+    "verdict": "within chance"
+   },
+   "shortcut_max_phi": {
+    "chance_p95": 0.8056815791722832,
+    "chance_p99": 0.8885233166386386,
+    "value": 0.2842427860477457,
+    "verdict": "within chance"
+   },
+   "shortcut_u": {
+    "chance_p95": 0.9368951662102973,
+    "chance_p99": 1.0000000000000002,
+    "value": 0.3588030275715051,
+    "verdict": "within chance"
+   },
+   "size_class_hellinger": {
+    "chance_p95": 0.1501256242747197,
+    "chance_p99": 0.16974357552479452,
+    "value": 0.10241327124318884,
+    "verdict": "within chance"
+   },
+   "slice_class_tv": {
+    "chance_p95": 0.1551249999999999,
+    "chance_p99": 0.21764999999999984,
+    "value": 0.0025000000000000022,
+    "verdict": "within chance"
+   },
+   "vendor_tv": {
+    "chance_p95": 0.0857766323024055,
+    "chance_p99": 0.12228137651821862,
+    "value": 0.060028709382748284,
+    "verdict": "within chance"
+   }
+  },
+  "n": 80
+ }
+}