Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold4/arms/scsemi_n20__raw/generated_cells.parquet

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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold4/arms/scsemi_n20__raw/labels/labels.manifest.json

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+{
+  "dataset_id": "Ye2026_sepsis",
+  "split": "generated",
+  "input_h5ad": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold4/arms/scsemi_n20__raw/query.h5ad",
+  "method": "scsemi_n20__raw",
+  "out_parquet": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold4/arms/scsemi_n20__raw/labels/labels.parquet",
+  "training_source": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/reference/aifi_reference_f01common.h5ad",
+  "target_truth_used_for_fitting": false,
+  "classifier": "aifi_scanvi_rebuild_20260916_frozen_predict[aifi_scanvi_f01common_v1]",
+  "labels": [
+    "T cell",
+    "B cell",
+    "Monocyte",
+    "NK cell",
+    "DC",
+    "Other"
+  ],
+  "l2_labels": [
+    "ASDC",
+    "CD14 monocyte",
+    "CD16 monocyte",
+    "CD56bright NK cell",
+    "CD56dim NK cell",
+    "CD8aa",
+    "DN T cell",
+    "Effector B cell",
+    "Erythrocyte",
+    "ILC",
+    "Intermediate monocyte",
+    "MAIT",
+    "Memory B cell",
+    "Memory CD4 T cell",
+    "Memory CD8 T cell",
+    "Naive B cell",
+    "Naive CD4 T cell",
+    "Naive CD8 T cell",
+    "Plasma cell",
+    "Platelet",
+    "Progenitor cell",
+    "Proliferating NK cell",
+    "Proliferating T cell",
+    "Transitional B cell",
+    "Treg",
+    "cDC1",
+    "cDC2",
+    "gdT",
+    "pDC"
+  ],
+  "n_cells": 24000,
+  "n_genes": 1005,
+  "note": "Evaluation-only annotation with a frozen AIFI scANVI (zero query-training epochs); L1 outside PBMC5 -> Other, never dropped.",
+  "label_source_column": "AIFI_L2 (reference) -> AIFI_L2_TO_L1 -> PBMC5 + Other",
+  "query_train_epochs": 0,
+  "confidence_threshold": 0.0,
+  "subset": false,
+  "evaluator_aligned": true,
+  "gene_space": {
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+    "model_genes": 1005,
+    "query_genes": 1006,
+    "model_genes_missing_from_query_zero_padded": 0,
+    "query_genes_outside_model_dropped": 1,
+    "rule": "query is subset/reordered to the model's gene list; zero-padding of absent model genes is refused unless --allow-missing-genes"
+  },
+  "readout": null,
+  "query_build": {
+    "kind": "generated_npz",
+    "poisson_note": "one draw over the whole NPZ, then the scored donors' rows",
+    "readout": "poisson",
+    "seed": 20260916,
+    "set": "scsemi_n20__raw",
+    "source_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/ye2026_sepsis/fold4/scsemi_n20__raw.npz",
+    "source_sha256": "06bfaef9c4dac1870c19f48de0f48c6ecfb87f75e98afa9f2a5460aa51fb3a59"
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+  "model": {
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+    "model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
+    "model_manifest": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/runs/aifi_scanvi_f01common_v1/MODEL_MANIFEST.json",
+    "held_out_summary": {
+      "l2_accuracy": 0.8692869740488788,
+      "l2_macro_f1": 0.8500925599737216,
+      "l1_accuracy": 0.9918367346938776,
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+      "pbmc5_other_accuracy": 0.9920886873267826,
+      "pbmc5_other_macro_f1": 0.9812088972148597
+    }
+  },
+  "label_counts": {
+    "celltype_l1_pred": {
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+      "Monocyte": 6513,
+      "B cell": 2515,
+      "Other": 1809,
+      "NK cell": 955,
+      "DC": 532
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+    "aifi_l1": {
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+      "Monocyte": 6513,
+      "B cell": 2515,
+      "NK cell": 955,
+      "Platelet": 780,
+      "DC": 532,
+      "Erythrocyte": 526,
+      "ILC": 499,
+      "Progenitor cell": 4
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+    "aifi_l2": {
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+      "Memory CD4 T cell": 2609,
+      "Naive CD4 T cell": 2363,
+      "gdT": 1629,
+      "Intermediate monocyte": 1490,
+      "Memory CD8 T cell": 1487,
+      "CD8aa": 1376,
+      "CD16 monocyte": 1022,
+      "Plasma cell": 924,
+      "Treg": 908,
+      "CD56dim NK cell": 800,
+      "Platelet": 780,
+      "Memory B cell": 683,
+      "Naive CD8 T cell": 619,
+      "Naive B cell": 565,
+      "Erythrocyte": 526,
+      "ILC": 499,
+      "cDC2": 491,
+      "Proliferating T cell": 333,
+      "DN T cell": 197,
+      "Effector B cell": 182,
+      "Transitional B cell": 161,
+      "MAIT": 155,
+      "CD56bright NK cell": 94,
+      "Proliferating NK cell": 61,
+      "cDC1": 16,
+      "ASDC": 14,
+      "pDC": 11,
+      "Progenitor cell": 4
+    }
+  },
+  "confidence": {
+    "mean_l2_max_prob": 0.8792074739498397,
+    "mean_l1_mass": 0.9507254362106323,
+    "frac_l2_max_prob_ge_0.5": 0.9177916666666667
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+  "timings_s": {
+    "predict": 0.1,
+    "total": 0.4
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+  "versions": {
+    "scvi-tools": "1.4.1",
+    "torch": "2.11.0+cu130",
+    "anndata": "0.12.19"
+  },
+  "device": "cpu",
+  "created_at_utc": "2026-10-08T02:08:16.191255+00:00"
+}

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold4/arms/scsemi_n20__raw/labels/labels.parquet

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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold4/arms/scsemi_n40__raw/deg_top50_lists.csv

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+celltype,source,rank,gene_id
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+T cell,observed,2,ENSG00000154451
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+T cell,observed,10,ENSG00000124406
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+T cell,observed,13,ENSG00000158161
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+T cell,observed,15,ENSG00000118308
+T cell,observed,16,ENSG00000163138
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+T cell,observed,19,ENSG00000187790
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+T cell,observed,21,ENSG00000083642
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+T cell,observed,26,ENSG00000178974
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+T cell,observed,31,ENSG00000100991
+T cell,observed,32,ENSG00000160654
+T cell,observed,33,ENSG00000165181
+T cell,observed,34,ENSG00000118873
+T cell,observed,35,ENSG00000149806
+T cell,generated,1,ENSG00000161405
+T cell,generated,2,ENSG00000169252
+T cell,generated,3,ENSG00000172575
+T cell,generated,4,ENSG00000134698
+B cell,observed,1,ENSG00000182621
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