Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/arms/scsemi__raw/labels/labels.manifest.json +156 -0
- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/arms/scsemi__raw/labels/labels.parquet +3 -0
- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/contrast.csv +14 -0
- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/per_donor.csv +30 -0
paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/arms/scsemi__raw/labels/labels.manifest.json
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| 1 |
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{
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| 2 |
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"dataset_id": "Imperial_eskd",
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| 3 |
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"split": "generated",
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| 4 |
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"input_h5ad": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/arms/scsemi__raw/query.h5ad",
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| 5 |
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"method": "scsemi__raw",
|
| 6 |
+
"out_parquet": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/arms/scsemi__raw/labels/labels.parquet",
|
| 7 |
+
"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",
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| 8 |
+
"target_truth_used_for_fitting": false,
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| 9 |
+
"classifier": "aifi_scanvi_rebuild_20260916_frozen_predict[aifi_scanvi_f01common_v1]",
|
| 10 |
+
"labels": [
|
| 11 |
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"T cell",
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| 12 |
+
"B cell",
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| 13 |
+
"Monocyte",
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| 14 |
+
"NK cell",
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| 15 |
+
"DC",
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| 16 |
+
"Other"
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| 17 |
+
],
|
| 18 |
+
"l2_labels": [
|
| 19 |
+
"ASDC",
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| 20 |
+
"CD14 monocyte",
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| 21 |
+
"CD16 monocyte",
|
| 22 |
+
"CD56bright NK cell",
|
| 23 |
+
"CD56dim NK cell",
|
| 24 |
+
"CD8aa",
|
| 25 |
+
"DN T cell",
|
| 26 |
+
"Effector B cell",
|
| 27 |
+
"Erythrocyte",
|
| 28 |
+
"ILC",
|
| 29 |
+
"Intermediate monocyte",
|
| 30 |
+
"MAIT",
|
| 31 |
+
"Memory B cell",
|
| 32 |
+
"Memory CD4 T cell",
|
| 33 |
+
"Memory CD8 T cell",
|
| 34 |
+
"Naive B cell",
|
| 35 |
+
"Naive CD4 T cell",
|
| 36 |
+
"Naive CD8 T cell",
|
| 37 |
+
"Plasma cell",
|
| 38 |
+
"Platelet",
|
| 39 |
+
"Progenitor cell",
|
| 40 |
+
"Proliferating NK cell",
|
| 41 |
+
"Proliferating T cell",
|
| 42 |
+
"Transitional B cell",
|
| 43 |
+
"Treg",
|
| 44 |
+
"cDC1",
|
| 45 |
+
"cDC2",
|
| 46 |
+
"gdT",
|
| 47 |
+
"pDC"
|
| 48 |
+
],
|
| 49 |
+
"n_cells": 43500,
|
| 50 |
+
"n_genes": 1005,
|
| 51 |
+
"note": "Evaluation-only annotation with a frozen AIFI scANVI (zero query-training epochs); L1 outside PBMC5 -> Other, never dropped.",
|
| 52 |
+
"label_source_column": "AIFI_L2 (reference) -> AIFI_L2_TO_L1 -> PBMC5 + Other",
|
| 53 |
+
"query_train_epochs": 0,
|
| 54 |
+
"confidence_threshold": 0.0,
|
| 55 |
+
"subset": false,
|
| 56 |
+
"evaluator_aligned": true,
|
| 57 |
+
"gene_space": {
|
| 58 |
+
"join_key": "ensembl_id",
|
| 59 |
+
"model_genes": 1005,
|
| 60 |
+
"query_genes": 1005,
|
| 61 |
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"model_genes_missing_from_query_zero_padded": 0,
|
| 62 |
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"query_genes_outside_model_dropped": 0,
|
| 63 |
+
"rule": "query is subset/reordered to the model's gene list; zero-padding of absent model genes is refused unless --allow-missing-genes"
|
| 64 |
+
},
|
| 65 |
+
"readout": null,
|
| 66 |
+
"query_build": {
|
| 67 |
+
"kind": "generated_npz",
|
| 68 |
+
"poisson_note": "one draw over the whole NPZ, then the scored donors' rows",
|
| 69 |
+
"readout": "poisson",
|
| 70 |
+
"seed": 20260916,
|
| 71 |
+
"set": "scsemi__raw",
|
| 72 |
+
"source_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/imperial_eskd/fold2/scsemi__raw.npz",
|
| 73 |
+
"source_sha256": "b8f1f0df0b4456a0dc4bbbe4da5f6ca7532240c46933221c3e04eb963716188b"
|
| 74 |
+
},
|
| 75 |
+
"model": {
|
| 76 |
+
"scanvi_model_dir": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/runs/aifi_scanvi_f01common_v1/scanvi_model",
|
| 77 |
+
"model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
|
| 78 |
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"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",
|
| 79 |
+
"held_out_summary": {
|
| 80 |
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"l2_accuracy": 0.8692869740488788,
|
| 81 |
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"l2_macro_f1": 0.8500925599737216,
|
| 82 |
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"l1_accuracy": 0.9918367346938776,
|
| 83 |
+
"l1_macro_f1": 0.9715232379009036,
|
| 84 |
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"pbmc5_other_accuracy": 0.9920886873267826,
|
| 85 |
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"pbmc5_other_macro_f1": 0.9812088972148597
|
| 86 |
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}
|
| 87 |
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},
|
| 88 |
+
"label_counts": {
|
| 89 |
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"celltype_l1_pred": {
|
| 90 |
+
"T cell": 23340,
|
| 91 |
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"NK cell": 7965,
|
| 92 |
+
"Monocyte": 5968,
|
| 93 |
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"B cell": 3976,
|
| 94 |
+
"DC": 1914,
|
| 95 |
+
"Other": 337
|
| 96 |
+
},
|
| 97 |
+
"aifi_l1": {
|
| 98 |
+
"T cell": 23340,
|
| 99 |
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"NK cell": 7965,
|
| 100 |
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"Monocyte": 5968,
|
| 101 |
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"B cell": 3976,
|
| 102 |
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"DC": 1914,
|
| 103 |
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"Platelet": 158,
|
| 104 |
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"Erythrocyte": 116,
|
| 105 |
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"ILC": 60,
|
| 106 |
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"Progenitor cell": 3
|
| 107 |
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},
|
| 108 |
+
"aifi_l2": {
|
| 109 |
+
"Memory CD8 T cell": 10369,
|
| 110 |
+
"CD56dim NK cell": 6813,
|
| 111 |
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"Memory CD4 T cell": 5079,
|
| 112 |
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"gdT": 4127,
|
| 113 |
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"CD16 monocyte": 3023,
|
| 114 |
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"Naive B cell": 1907,
|
| 115 |
+
"cDC2": 1709,
|
| 116 |
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"Naive CD4 T cell": 1601,
|
| 117 |
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"Intermediate monocyte": 1576,
|
| 118 |
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"CD14 monocyte": 1369,
|
| 119 |
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"Memory B cell": 1329,
|
| 120 |
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"CD56bright NK cell": 977,
|
| 121 |
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"Treg": 749,
|
| 122 |
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"CD8aa": 707,
|
| 123 |
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"Naive CD8 T cell": 467,
|
| 124 |
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"Plasma cell": 377,
|
| 125 |
+
"Transitional B cell": 226,
|
| 126 |
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"Proliferating NK cell": 175,
|
| 127 |
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"Platelet": 158,
|
| 128 |
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"Effector B cell": 137,
|
| 129 |
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"Erythrocyte": 116,
|
| 130 |
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"MAIT": 99,
|
| 131 |
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"cDC1": 85,
|
| 132 |
+
"DN T cell": 78,
|
| 133 |
+
"pDC": 68,
|
| 134 |
+
"Proliferating T cell": 64,
|
| 135 |
+
"ILC": 60,
|
| 136 |
+
"ASDC": 52,
|
| 137 |
+
"Progenitor cell": 3
|
| 138 |
+
}
|
| 139 |
+
},
|
| 140 |
+
"confidence": {
|
| 141 |
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"mean_l2_max_prob": 0.9347666443202688,
|
| 142 |
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"mean_l1_mass": 0.986707866191864,
|
| 143 |
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"frac_l2_max_prob_ge_0.5": 0.9838390804597701
|
| 144 |
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},
|
| 145 |
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"timings_s": {
|
| 146 |
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"predict": 0.3,
|
| 147 |
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"total": 0.6
|
| 148 |
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},
|
| 149 |
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"versions": {
|
| 150 |
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"scvi-tools": "1.4.1",
|
| 151 |
+
"torch": "2.11.0+cu130",
|
| 152 |
+
"anndata": "0.12.19"
|
| 153 |
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},
|
| 154 |
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"device": "cpu",
|
| 155 |
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"created_at_utc": "2026-10-08T04:46:59.085117+00:00"
|
| 156 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/arms/scsemi__raw/labels/labels.parquet
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:19ad43641014304e72e1921b2417616daa8e5d17ab712b7cd43777ac6f3dedbd
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| 3 |
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size 1010056
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paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/contrast.csv
ADDED
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@@ -0,0 +1,14 @@
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| 1 |
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arm,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast,n_case_donors_obs,n_control_donors_obs,n_case_donors_gen,n_control_donors_gen,n_cells_obs,n_cells_gen,deg_scored,top50_overlap,top50_jaccard,obs_top_list_size,gen_top_list_size,n_sig_obs,n_sig_gen,top50_overlap_broadcast,top50_jaccard_broadcast,broadcast_top_list_size,n_sig_broadcast
|
| 2 |
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scsemi__raw,T cell,mean_cp10k,3086,0.5819835624213433,0.639582209297036,0.441282447851533,0.43146988954293014,20,7,20,7,50424,22051,,,,,,,,,,,
|
| 3 |
+
scsemi__raw,T cell,pseudobulk_log1p_cpm,3086,0.33841824439662227,0.609836847333564,0.13893221020285879,0.38856778457692354,20,7,20,7,50424,22051,,,,,,,,,,,
|
| 4 |
+
scsemi__raw,B cell,mean_cp10k,3189,0.5662318345002492,0.5870437649307934,0.4888037282312532,0.327687936441235,20,7,20,7,13337,3871,,,,,,,,,,,
|
| 5 |
+
scsemi__raw,B cell,pseudobulk_log1p_cpm,3189,0.16509097342003287,0.3680452718155782,0.07625444783614325,0.262682064875242,20,7,20,7,13337,3871,,,,,,,,,,,
|
| 6 |
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scsemi__raw,Monocyte,mean_cp10k,2918,0.6866558966825277,0.7207028408766585,0.5149429865576226,0.533956622014209,20,7,20,7,16292,5293,,,,,,,,,,,
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| 7 |
+
scsemi__raw,Monocyte,pseudobulk_log1p_cpm,2918,0.3178846343793699,0.6426691454886861,0.12425872618069844,0.35621653234187417,20,7,20,7,16292,5293,,,,,,,,,,,
|
| 8 |
+
scsemi__raw,NK cell,mean_cp10k,2979,0.5471711147215471,0.6048300549723531,0.3873348778293978,0.4489717165717148,20,7,20,7,17212,7246,,,,,,,,,,,
|
| 9 |
+
scsemi__raw,NK cell,pseudobulk_log1p_cpm,2979,0.29287534692329503,0.495814501613739,0.14092836987430823,0.36044951701067046,20,7,20,7,17212,7246,,,,,,,,,,,
|
| 10 |
+
scsemi__raw,T cell,welch_top50_deg,5927,,,,,20,7,20,7,50424,22051,True,0,,0,0,0,0,0,0.0,50,154
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| 11 |
+
scsemi__raw,B cell,welch_top50_deg,5927,,,,,20,7,20,7,13337,3871,True,0,,0,0,0,0,0,0.0,50,154
|
| 12 |
+
scsemi__raw,Monocyte,welch_top50_deg,5927,,,,,20,7,20,7,16292,5293,True,0,0.0,3,2,3,2,1,0.019230769230769232,50,154
|
| 13 |
+
scsemi__raw,NK cell,welch_top50_deg,5927,,,,,20,7,20,7,17212,7246,True,0,,0,0,0,0,0,0.0,50,154
|
| 14 |
+
scsemi__raw,DC,welch_top50_deg,5927,,,,,20,7,20,7,2774,1732,True,0,,0,0,0,0,0,0.0,50,154
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paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold2/per_donor.csv
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| 1 |
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arm,donor,group,n_generated_cells,n_observed_cells,n_reference_cells,gen_T cell,obs_T cell,gen_B cell,obs_B cell,gen_Monocyte,obs_Monocyte,gen_NK cell,obs_NK cell,gen_DC,obs_DC,gen_Other,obs_Other,comp_l1,comp_l1_obs_loo_null,pb_r,pb_own_rank,pb_top1,precision,coverage,precision_depth_matched,coverage_depth_matched,mono_pct_gen,mono_pct_obs,median_umi_gen,median_umi_obs
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| 2 |
+
scsemi__raw,C31_1304,covid_positive,1500,3525,150,0.646,0.782695035460993,0.056666666666666664,0.1075177304964539,0.030666666666666665,0.007659574468085106,0.22733333333333333,0.07716312056737588,0.018666666666666668,0.02070921985815603,0.020666666666666667,0.00425531914893617,0.37917730496453905,0.7212187269355173,0.6983734271615428,16,False,0.7733333333333333,0.09333333333333334,0.4266666666666667,0.38,3.0666666666666664,0.7659574468085106,1354.0,1623.0
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| 3 |
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scsemi__raw,C31_2004,covid_positive,1500,2265,150,0.6986666666666667,0.8004415011037528,0.1,0.08123620309050773,0.06266666666666666,0.039293598233995586,0.10333333333333333,0.05121412803532009,0.03133333333333333,0.022958057395143488,0.004,0.004856512141280353,0.20526269315673293,0.7567116582210369,0.6663928237803383,2,False,0.6066666666666667,0.02,0.64,0.32666666666666666,6.266666666666667,3.9293598233995586,1353.0,1910.0
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| 4 |
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scsemi__raw,C31_2704,covid_positive,1500,4200,150,0.582,0.7042857142857143,0.11,0.08023809523809523,0.08933333333333333,0.08714285714285715,0.154,0.09857142857142857,0.06,0.025952380952380952,0.004666666666666667,0.0038095238095238095,0.24457142857142863,0.5644000845849599,0.6295890874971571,2,False,0.6066666666666667,0.08666666666666667,0.7733333333333333,0.3,8.933333333333334,8.714285714285715,1353.0,1704.0
|
| 5 |
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scsemi__raw,C33_1401,covid_positive,1500,3983,150,0.306,0.38890283705749434,0.009333333333333334,0.016570424303288978,0.21933333333333332,0.11172483052975145,0.43466666666666665,0.464474014561888,0.022,0.014310820989204118,0.008666666666666666,0.004017072558373086,0.23989455184534272,0.6079062813497441,0.659766932246026,4,False,0.86,0.20666666666666667,0.11333333333333333,0.09333333333333334,21.933333333333334,11.172483052975144,1354.0,909.0
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| 6 |
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scsemi__raw,C33_1601,covid_positive,1500,395,150,0.6226666666666667,0.14430379746835442,0.04133333333333333,0.11645569620253164,0.032,0.2,0.29533333333333334,0.5240506329113924,0.008,0.007594936708860759,0.0006666666666666666,0.007594936708860759,0.957535864978903,0.8264142997206787,0.501996080824398,24,False,0.7266666666666667,0.2733333333333333,0.25333333333333335,0.10666666666666667,3.2,20.0,1351.0,644.0
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| 7 |
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scsemi__raw,C33_1901,covid_positive,1500,1947,150,0.7153333333333334,0.3754494093477144,0.12266666666666666,0.042116076014381096,0.06933333333333333,0.12223934257832562,0.08066666666666666,0.43656908063687727,0.008,0.01078582434514638,0.004,0.012840267077555213,0.8408690292758091,0.5628616293787287,0.6413192176904252,5,False,0.7866666666666666,0.3,0.18666666666666668,0.11333333333333333,6.933333333333333,12.223934257832562,1351.0,897.0
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| 8 |
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scsemi__raw,C103_2204,covid_negative,1500,8742,150,0.48733333333333334,0.5037748798901853,0.114,0.06394417753374514,0.14,0.2772820864790666,0.19866666666666666,0.1261725005719515,0.042,0.0263097689315946,0.018,0.0025165865934568747,0.30744726607183714,0.3602200767014061,0.5530739771779,8,False,0.68,0.08666666666666667,0.41333333333333333,0.09333333333333334,14.000000000000002,27.728208647906662,1352.0,1718.0
|
| 9 |
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scsemi__raw,C124_2404,covid_positive,1500,2290,150,0.7546666666666667,0.5100436681222708,0.07533333333333334,0.18777292576419213,0.024,0.08340611353711791,0.12933333333333333,0.19519650655021833,0.014,0.017903930131004366,0.0026666666666666666,0.005676855895196507,0.48924599708879185,0.1736147023949118,0.5134949158885463,9,False,0.49333333333333335,0.07333333333333333,0.9066666666666666,0.06,2.4,8.340611353711791,1352.0,1635.0
|
| 10 |
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scsemi__raw,C124_2704,covid_positive,1500,4137,150,0.448,0.5112400290065264,0.036,0.11965192168237854,0.30666666666666664,0.06961566352429296,0.12533333333333332,0.27870437515107566,0.07,0.015711868503746677,0.014,0.005076142131979695,0.6005259850132946,0.3065448491544749,0.6222439126124422,5,False,0.86,0.11333333333333333,0.4666666666666667,0.12666666666666668,30.666666666666664,6.961566352429297,1352.0,1328.0
|
| 11 |
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scsemi__raw,C124_0105,covid_positive,1500,5245,150,0.628,0.5548141086749285,0.03666666666666667,0.07740705433746425,0.17866666666666667,0.06444232602478552,0.104,0.25681601525262154,0.035333333333333335,0.041182078169685415,0.017333333333333333,0.005338417540514776,0.3988102955195424,0.37782402993483266,0.7421877968804258,3,False,0.7466666666666667,0.02666666666666667,0.48,0.23333333333333334,17.866666666666667,6.444232602478552,1353.0,1944.0
|
| 12 |
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scsemi__raw,C128_2504,covid_positive,1500,4306,150,0.5986666666666667,0.6421272642823966,0.09866666666666667,0.06618671620993961,0.22466666666666665,0.1692986530422666,0.03666666666666667,0.09939619136089178,0.03666666666666667,0.02275894101254064,0.004666666666666667,0.00023223409196470042,0.21238024461991015,0.45933436078605944,0.607849172841056,14,False,0.8333333333333334,0.04666666666666667,0.28,0.03333333333333333,22.466666666666665,16.92986530422666,1352.0,1385.5
|
| 13 |
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scsemi__raw,C128_0405,covid_positive,1500,4498,150,0.6966666666666667,0.7550022232103157,0.14066666666666666,0.13361493997332147,0.028666666666666667,0.053357047576700754,0.12466666666666666,0.048910626945309024,0.008666666666666666,0.007114273010226767,0.0006666666666666666,0.0020008892841262785,0.1687203201422855,0.6519291743275244,0.6481281589764522,9,False,0.62,0.013333333333333334,0.64,0.06,2.8666666666666667,5.335704757670076,1352.0,1437.0
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| 14 |
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scsemi__raw,C128_1105,covid_positive,1500,6655,150,0.584,0.7095416979714501,0.034666666666666665,0.04552967693463561,0.208,0.15251690458302028,0.15466666666666667,0.05875281743050338,0.018666666666666668,0.03215627347858753,0.0,0.0015026296018031556,0.30279388930628603,0.5698820719155145,0.6179026372717757,4,False,0.6533333333333333,0.05333333333333334,0.7133333333333334,0.17333333333333334,20.8,15.251690458302027,1351.0,1871.0
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| 15 |
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scsemi__raw,C137_3004,covid_negative,1500,4387,150,0.3233333333333333,0.5030772737633918,0.18,0.10987007066332345,0.31333333333333335,0.2227034419876909,0.06666666666666667,0.1395030772737634,0.11666666666666667,0.019603373603829497,0.0,0.005242762708000912,0.5156462274903124,0.2523433344144427,0.7014772368591091,5,False,0.94,0.29333333333333333,0.7,0.18666666666666668,31.333333333333336,22.27034419876909,1350.5,1107.0
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| 16 |
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scsemi__raw,C137_2502,recovery,1500,2012,150,0.33266666666666667,0.5690854870775348,0.011333333333333334,0.17047713717693838,0.254,0.12326043737574553,0.348,0.11381709741550695,0.042666666666666665,0.003976143141153081,0.011333333333333334,0.019383697813121274,0.8072259774685222,0.26636859818550007,0.6120049952395538,6,False,0.8466666666666667,0.16,0.42,0.17333333333333334,25.4,12.326043737574553,1355.0,1359.5
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| 17 |
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scsemi__raw,C140_3004,covid_negative,1500,3196,150,0.6413333333333333,0.27252816020025034,0.058666666666666666,0.3886107634543179,0.032,0.12484355444305381,0.22533333333333333,0.13610763454317898,0.020666666666666667,0.07165206508135169,0.022,0.006257822277847309,0.9475460992907803,0.6793319590244715,0.608124219775221,24,False,0.7066666666666667,0.22,0.38,0.06666666666666667,3.2,12.48435544430538,1354.0,915.5
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| 18 |
+
scsemi__raw,C140_2801,covid_positive,1500,226,113,0.548,0.26991150442477874,0.254,0.2610619469026549,0.013333333333333334,0.11946902654867257,0.166,0.3230088495575221,0.016,0.02654867256637168,0.0026666666666666666,0.0,0.5615103244837759,0.610483845270671,0.5524076866960326,28,False,0.6814159292035398,0.11504424778761062,0.35398230088495575,0.035398230088495575,1.3333333333333335,11.946902654867257,1352.0,1194.0
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| 19 |
+
scsemi__raw,C140_3001,covid_positive,1500,6088,150,0.4613333333333333,0.12220762155059132,0.194,0.2664257555847569,0.048666666666666664,0.33327858081471745,0.254,0.2176412614980289,0.037333333333333336,0.056504599211563734,0.004666666666666667,0.003942181340341655,0.7524178712220762,0.8652898336248526,0.6099224500135224,21,False,0.84,0.13333333333333333,0.2733333333333333,0.02,4.866666666666666,33.327858081471746,1351.0,925.0
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| 20 |
+
scsemi__raw,C140_0202,covid_positive,1500,3567,150,0.5086666666666667,0.2612839921502663,0.19533333333333333,0.29072049341183065,0.023333333333333334,0.16232127838519764,0.21,0.2321278385197645,0.056666666666666664,0.04513596860106532,0.006,0.008410428931875526,0.5178267451640034,0.5788499704529654,0.5531637055214299,16,False,0.8933333333333333,0.14,0.4666666666666667,0.06666666666666667,2.3333333333333335,16.232127838519762,1353.0,1057.0
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| 21 |
+
scsemi__raw,C140_0402,covid_positive,1500,1593,150,0.5773333333333334,0.15065913370998116,0.15133333333333332,0.49466415568110483,0.08933333333333333,0.0696798493408663,0.074,0.2542372881355932,0.08866666666666667,0.025109855618330193,0.019333333333333334,0.005649717514124294,1.0471362209667294,0.9372675060876301,0.5165729496749325,22,False,0.6266666666666667,0.18666666666666668,0.44666666666666666,0.02,8.933333333333334,6.96798493408663,1351.0,840.0
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| 22 |
+
scsemi__raw,C140_0602,covid_positive,1500,2196,150,0.31666666666666665,0.13479052823315119,0.18266666666666667,0.28734061930783245,0.2966666666666667,0.31785063752276865,0.074,0.16939890710382513,0.13,0.08378870673952642,0.0,0.006830601092896175,0.4561748633879781,0.8651107612825325,0.6286472726454087,8,False,0.9333333333333333,0.3,0.52,0.10666666666666667,29.666666666666668,31.785063752276866,1353.0,902.0
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| 23 |
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scsemi__raw,C140_0902,covid_positive,1500,2211,150,0.5446666666666666,0.13251922207146088,0.05266666666666667,0.37403889642695615,0.192,0.2618724559023066,0.12666666666666668,0.182722749886929,0.08,0.04296698326549073,0.004,0.005879692446856626,0.8983609226594301,0.8449075053317846,0.5579941244758356,18,False,0.84,0.1,0.47333333333333333,0.06666666666666667,19.2,26.187245590230663,1353.0,1221.0
|
| 24 |
+
scsemi__raw,C140_1103,recovery,1500,1468,150,0.5266666666666666,0.3528610354223433,0.058666666666666666,0.30040871934604907,0.196,0.10422343324250681,0.13133333333333333,0.20299727520435967,0.07866666666666666,0.027929155313351498,0.008666666666666666,0.011580381471389645,0.6326394187102634,0.45890448523465294,0.5848496639597645,20,False,0.7733333333333333,0.10666666666666667,0.4533333333333333,0.09333333333333334,19.6,10.422343324250681,1353.0,1276.5
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| 25 |
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scsemi__raw,C147_3004,covid_negative,1500,2048,150,0.7533333333333333,0.59375,0.056,0.1328125,0.12,0.109375,0.026,0.1259765625,0.037333333333333336,0.0322265625,0.007333333333333333,0.005859375,0.353578125,0.27241799038911907,0.5899398380096851,12,False,0.6933333333333334,0.24666666666666667,0.5866666666666667,0.09333333333333334,12.0,10.9375,1353.0,1014.0
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| 26 |
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scsemi__raw,C147_1401,covid_positive,1500,2973,150,0.19,0.2263706693575513,0.17733333333333334,0.2472250252270434,0.068,0.3871510258997645,0.5133333333333333,0.110326269761184,0.04066666666666666,0.02119071644803229,0.010666666666666666,0.007736293306424487,0.8508267743020517,0.6605862141606713,0.6740906652464885,29,False,0.9266666666666666,0.11333333333333333,0.42,0.04666666666666667,6.800000000000001,38.71510258997645,1355.0,1017.0
|
| 27 |
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scsemi__raw,C147_1901,covid_positive,1500,3691,150,0.30466666666666664,0.42021132484421564,0.018,0.24735843944730426,0.24266666666666667,0.04958005960444324,0.38066666666666665,0.21376320780276348,0.042666666666666665,0.006502302898943376,0.011333333333333334,0.06258466540232999,0.7923088593876998,0.3200237454914049,0.5906006068221442,18,False,0.8266666666666667,0.18666666666666668,0.3,0.05333333333333334,24.266666666666666,4.958005960444324,1353.0,844.0
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| 28 |
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scsemi__raw,C167_1205,covid_negative,1500,9978,150,0.588,0.7162758067749048,0.009333333333333334,0.03487672880336741,0.208,0.08819402685909,0.13733333333333334,0.149929845660453,0.05466666666666667,0.008719182200841852,0.0026666666666666666,0.0020044097013429546,0.33283142914411706,0.5364534766998347,0.6220543769271879,4,False,0.7866666666666666,0.09333333333333334,0.29333333333333333,0.31333333333333335,20.8,8.819402685909001,1352.0,1452.0
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| 29 |
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scsemi__raw,C193_2605,covid_negative,1500,5566,150,0.32466666666666666,0.40837226015091627,0.010666666666666666,0.03557312252964427,0.236,0.34441250449155586,0.364,0.17714696370822852,0.050666666666666665,0.02982393100970176,0.014,0.004671218109953288,0.4340491076775662,0.4088717234451537,0.6203062383643263,1,True,0.8533333333333334,0.15333333333333332,0.46,0.41333333333333333,23.599999999999998,34.44125044915559,1354.0,2119.5
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| 30 |
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scsemi__raw,C246_2905,covid_negative,1500,769,150,0.8506666666666667,0.7451235370611183,0.06466666666666666,0.013003901170351105,0.03133333333333333,0.08972691807542263,0.044,0.13394018205461639,0.009333333333333334,0.015604681404421327,0.0,0.002600780234070221,0.3144117902037278,0.5962094894355628,0.7514541059484582,2,False,0.4666666666666667,0.18666666666666668,0.7133333333333334,0.22666666666666666,3.1333333333333333,8.972691807542263,1353.0,1382.0
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