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  1. paper-releases/pbisc-diffusion/updates/20261005T133325Z-deck-scratch-samepairs-tracking/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/arms/locoL_lora16sat_s26750_K1000/labels/labels.manifest.json +156 -0
  2. paper-releases/pbisc-diffusion/updates/20261005T133325Z-deck-scratch-samepairs-tracking/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/contrast.csv +14 -0
  3. paper-releases/pbisc-diffusion/updates/20261005T133325Z-deck-scratch-samepairs-tracking/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/per_donor.csv +83 -0
  4. paper-releases/pbisc-diffusion/updates/20261005T133325Z-deck-scratch-samepairs-tracking/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/summary.json +767 -0
paper-releases/pbisc-diffusion/updates/20261005T133325Z-deck-scratch-samepairs-tracking/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/arms/locoL_lora16sat_s26750_K1000/labels/labels.manifest.json ADDED
@@ -0,0 +1,156 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "dataset_id": "Ye2026_sepsis",
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+ "split": "generated",
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+ "input_h5ad": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/arms/locoL_lora16sat_s26750_K1000/query.h5ad",
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+ "method": "locoL_lora16sat_s26750_K1000",
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+ "out_parquet": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/arms/locoL_lora16sat_s26750_K1000/labels/labels.parquet",
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+ "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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+ "target_truth_used_for_fitting": false,
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+ "classifier": "aifi_scanvi_rebuild_20260916_frozen_predict[aifi_scanvi_f01common_v1]",
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+ "labels": [
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+ "T cell",
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+ "B cell",
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+ "Monocyte",
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+ "NK cell",
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+ "DC",
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+ "Other"
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+ ],
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+ "l2_labels": [
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+ "ASDC",
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+ "CD14 monocyte",
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+ "CD16 monocyte",
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+ "CD56bright NK cell",
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+ "CD56dim NK cell",
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+ "CD8aa",
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+ "DN T cell",
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+ "Effector B cell",
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+ "Erythrocyte",
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+ "ILC",
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+ "Intermediate monocyte",
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+ "MAIT",
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+ "Memory B cell",
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+ "Memory CD4 T cell",
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+ "Memory CD8 T cell",
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+ "Naive B cell",
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+ "Naive CD4 T cell",
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+ "Naive CD8 T cell",
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+ "Plasma cell",
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+ "Platelet",
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+ "Progenitor cell",
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+ "Proliferating NK cell",
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+ "Proliferating T cell",
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+ "Transitional B cell",
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+ "Treg",
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+ "cDC1",
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+ "cDC2",
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+ "gdT",
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+ "pDC"
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+ ],
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+ "n_cells": 123000,
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+ "n_genes": 1005,
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+ "note": "Evaluation-only annotation with a frozen AIFI scANVI (zero query-training epochs); L1 outside PBMC5 -> Other, never dropped.",
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+ "label_source_column": "AIFI_L2 (reference) -> AIFI_L2_TO_L1 -> PBMC5 + Other",
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+ "query_train_epochs": 0,
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+ "subset": false,
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+ "evaluator_aligned": true,
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+ "model_genes": 1005,
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+ "model_genes_missing_from_query_zero_padded": 0,
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+ "rule": "query is subset/reordered to the model's gene list; zero-padding of absent model genes is refused unless --allow-missing-genes"
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+ },
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+ "readout": null,
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+ "query_build": {
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+ "kind": "generated_npz",
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+ "poisson_note": "one draw over the whole NPZ, then the scored donors' rows",
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+ "readout": "poisson",
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+ "seed": 20260916,
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+ "set": "locoL_lora16sat_s26750_K1000",
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+ "source_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/generated_masked/ye2026_sepsis/hoL_ye2026_sepsis/locoL_lora16sat_s26750_K1000.npz",
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+ "source_sha256": "6295303c6ec90f02a98164bdf3d4c3adb787146c70c3f17cb45fb33d3926b14a"
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+ "model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
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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",
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+ "held_out_summary": {
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+ }
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+ "versions": {
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+ "torch": "2.11.0+cu130",
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+ "anndata": "0.12.19"
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+ "device": "cpu",
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+ "created_at_utc": "2026-10-05T10:24:19.659741+00:00"
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+ }
paper-releases/pbisc-diffusion/updates/20261005T133325Z-deck-scratch-samepairs-tracking/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/contrast.csv ADDED
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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
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+ locoL_lora16sat_s26750_K1000,T cell,mean_cp10k,3258,0.021079181269471208,0.2548893770824626,-0.005986039859802016,0.10528227791687901,61,21,61,21,298117,51582,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,T cell,pseudobulk_log1p_cpm,3258,0.09644561440072803,0.2164745523777111,0.06085239433295364,0.175339336283923,61,21,61,21,298117,51582,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,B cell,mean_cp10k,3310,0.15324060367552492,0.27458639801653467,0.10186060927206426,0.20927508111845317,61,21,61,21,99729,28854,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,B cell,pseudobulk_log1p_cpm,3310,0.26010631493419495,0.2711145517540278,0.20221748236925946,0.26765001056098264,61,21,61,21,99729,28854,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,Monocyte,mean_cp10k,3289,0.2264033737067733,0.5481103923782986,0.11976720970262962,0.2354366653634419,61,21,61,21,111269,22525,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,Monocyte,pseudobulk_log1p_cpm,3289,0.17246016807720974,0.6203629305570988,-0.0072257176762339165,0.28675055063582366,61,21,61,21,111269,22525,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,NK cell,mean_cp10k,3240,0.025139467451368,0.1861970975708186,0.0077568904951877665,0.09426658062690225,61,21,61,21,47832,14783,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,NK cell,pseudobulk_log1p_cpm,3240,0.04767613940847983,0.05592238177293225,0.043261810196257,0.082799544973235,61,21,61,21,47832,14783,,,,,,,,,,,
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+ locoL_lora16sat_s26750_K1000,T cell,welch_top50_deg,5975,,,,,61,21,61,21,298117,51582,True,1,0.0196078431372549,50,2,1578,2,3,0.030927835051546393,50,1378
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+ locoL_lora16sat_s26750_K1000,B cell,welch_top50_deg,5975,,,,,61,21,61,21,99729,28854,True,2,0.02040816326530612,50,50,1102,287,2,0.02040816326530612,50,1378
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+ locoL_lora16sat_s26750_K1000,Monocyte,welch_top50_deg,5975,,,,,61,21,61,21,111269,22525,True,1,0.010101010101010102,50,50,2459,134,13,0.14942528735632185,50,1378
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+ locoL_lora16sat_s26750_K1000,NK cell,welch_top50_deg,5975,,,,,61,21,61,21,47832,14783,True,0,0.0,50,0,1235,0,2,0.02040816326530612,50,1378
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+ locoL_lora16sat_s26750_K1000,DC,welch_top50_deg,5975,,,,,57,21,61,21,3300,2902,True,0,0.0,50,4,1572,4,1,0.010101010101010102,50,1378
paper-releases/pbisc-diffusion/updates/20261005T133325Z-deck-scratch-samepairs-tracking/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores_masked/ye2026_sepsis/locoL_lora16sat_s26750_K1000/per_donor.csv ADDED
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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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+ locoL_lora16sat_s26750_K1000,Abd-PS04,ped_sepsis,1500,5449,150,0.33466666666666667,0.14094329234721967,0.084,0.17030647825289044,0.3913333333333333,0.5608368507983116,0.13066666666666665,0.02147182969352175,0.032,0.003853918150119288,0.027333333333333334,0.10258763075793724,0.6621285862849452,0.8240358281801887,0.8681165678816235,45,False,0.7666666666666667,0.32666666666666666,0.7133333333333334,0.46,39.13333333333333,56.083685079831156,1194.0,2716.0
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+ locoL_lora16sat_s26750_K1000,Abd-PS05,ped_sepsis,1500,6924,150,0.186,0.30387059503177355,0.45266666666666666,0.5060658578856152,0.238,0.07019064124783363,0.086,0.0891103408434431,0.006666666666666667,0.008954361640670132,0.030666666666666665,0.021808203350664357,0.35333564413633733,0.6987393915367811,0.8673058593407024,35,False,0.8266666666666667,0.47333333333333333,0.7066666666666667,0.6,23.799999999999997,7.0190641247833625,1129.5,2313.0
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+ locoL_lora16sat_s26750_K1000,Abd-PS20,ped_sepsis,1500,7286,150,0.13533333333333333,0.30496843261048584,0.818,0.5780949766675817,0.005333333333333333,0.08770244304144935,0.03266666666666666,0.007823222618720834,0.002,0.0005489980785067252,0.006666666666666667,0.02086192698325556,0.5323989386037148,0.8206851316278935,0.8529558593348021,6,False,0.8733333333333333,0.2733333333333333,0.94,0.54,0.5333333333333333,8.770244304144935,1714.5,1820.0
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+ locoL_lora16sat_s26750_K1000,Abd-PS23,ped_sepsis,1500,4309,150,0.23533333333333334,0.2529589231840334,0.4653333333333333,0.3272220932931075,0.138,0.32142028312833604,0.116,0.013460199582269667,0.007333333333333333,0.002088651659317707,0.038,0.08284984915293572,0.4917914442639436,0.6120732295054894,0.8573325173506791,48,False,0.7933333333333333,0.37333333333333335,0.72,0.44666666666666666,13.8,32.1420283128336,1097.5,1832.0
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+ locoL_lora16sat_s26750_K1000,Abd-PS27,ped_sepsis,1500,9427,150,0.812,0.6126021003500584,0.09866666666666667,0.06078285774901877,0.017333333333333333,0.13196138750397793,0.056666666666666664,0.010289593720165482,0.008666666666666666,0.0029701920016972526,0.006666666666666667,0.1813938686750822,0.5787105123581203,0.5288253850706728,0.8357272879437727,22,False,0.82,0.22666666666666666,0.78,0.38666666666666666,1.7333333333333332,13.196138750397793,971.0,2356.0
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+ locoL_lora16sat_s26750_K1000,Abd-S102,adult_sepsis,1500,9512,150,0.23866666666666667,0.47981497056349875,0.236,0.39318755256518084,0.3486666666666667,0.0053616484440706475,0.106,0.095878889823381,0.014,0.0007359125315391085,0.056666666666666664,0.02502102607232969,0.7966717129240258,0.47699080006140543,0.8256662208148985,72,False,0.8466666666666667,0.20666666666666667,0.7466666666666667,0.35333333333333333,34.86666666666667,0.5361648444070648,853.0,1646.0
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+ locoL_lora16sat_s26750_K1000,Abd-S103,adult_sepsis,1500,9423,150,0.3293333333333333,0.4813753581661891,0.324,0.14782977820227103,0.17266666666666666,0.0024408362517245037,0.11733333333333333,0.04393505253104107,0.013333333333333334,0.00021224663058473945,0.043333333333333335,0.3242067282181895,0.8658308394354239,0.5587060076493682,0.8477944045422516,68,False,0.7866666666666666,0.21333333333333335,0.84,0.32666666666666666,17.266666666666666,0.24408362517245036,996.0,971.0
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+ locoL_lora16sat_s26750_K1000,Abd-S120,adult_sepsis,1500,5783,150,0.4,0.3140238630468615,0.092,0.11049628220646723,0.246,0.46446481065191075,0.20466666666666666,0.07297250561992046,0.042,0.0008646031471554556,0.015333333333333332,0.03717793532768459,0.5176113897054585,0.5189164550921991,0.8723930671478032,16,False,0.8866666666666667,0.2866666666666667,0.84,0.6133333333333333,24.6,46.44648106519107,1073.5,2845.0
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+ locoL_lora16sat_s26750_K1000,Abd-S156,adult_sepsis,1500,7004,150,0.3426666666666667,0.3343803540833809,0.06133333333333333,0.08209594517418618,0.3446666666666667,0.39406053683609366,0.154,0.0910908052541405,0.03133333333333333,0.0012849800114220445,0.066,0.0970873786407767,0.20248772130211307,0.4962206922485184,0.8716827321476222,2,False,0.9,0.4666666666666667,0.7133333333333334,0.6266666666666667,34.46666666666667,39.406053683609365,888.5,1821.0
14
+ locoL_lora16sat_s26750_K1000,Abd-S39,adult_sepsis,1500,4291,150,0.3893333333333333,0.13819622465625728,0.13533333333333333,0.06152412025168958,0.20333333333333334,0.6933115823817292,0.17933333333333334,0.049638778839431366,0.028666666666666667,0.0013982754602656724,0.064,0.05593101841062689,0.9799564980967918,0.9977910325594677,0.8677776085003676,39,False,0.8266666666666667,0.18666666666666668,0.7533333333333333,0.4666666666666667,20.333333333333332,69.33115823817292,1038.5,3523.0
15
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16
+ locoL_lora16sat_s26750_K1000,Abd-S47,adult_sepsis,1500,7971,150,0.706,0.7027976414502571,0.24,0.20474219044034625,0.011333333333333334,0.03224187680341237,0.03333333333333333,0.019069125580228326,0.006,0.0006272738677706687,0.0033333333333333335,0.040521891857985194,0.1161942039894618,0.5066504444101315,0.8744481590870734,3,False,0.76,0.32,0.8666666666666667,0.5133333333333333,1.1333333333333333,3.224187680341237,1950.0,2030.0
17
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18
+ locoL_lora16sat_s26750_K1000,Abd-S54,adult_sepsis,1500,7818,150,0.374,0.4854182655410591,0.20533333333333334,0.1364799181376311,0.15066666666666667,0.012918905090816066,0.24266666666666667,0.340752110514198,0.021333333333333333,0.0011511895625479663,0.006,0.023279611153747763,0.4535666410846764,0.5282421545274274,0.8599135858654402,33,False,0.94,0.24,0.8866666666666667,0.5933333333333334,15.066666666666666,1.2918905090816066,1143.0,1933.5
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+ locoL_lora16sat_s26750_K1000,Abd-S57,adult_sepsis,1500,14291,150,0.396,0.8422783570079071,0.03933333333333333,0.009026660135749773,0.3293333333333333,0.016164019312854244,0.158,0.10671051710866979,0.028666666666666667,0.0012595339724302008,0.048666666666666664,0.024560912462388916,0.8925567140158142,0.7769117061577538,0.8357708118251902,65,False,0.9066666666666666,0.6533333333333333,0.84,0.54,32.93333333333333,1.6164019312854245,1046.0,852.0
20
+ locoL_lora16sat_s26750_K1000,Abd-S66,adult_sepsis,1500,7946,150,0.47933333333333333,0.49295242889504154,0.156,0.23873647118046817,0.18666666666666668,0.03788069468915178,0.14333333333333334,0.18688648376541656,0.022,0.0003775484520513466,0.012666666666666666,0.04316637301787063,0.34081684705092713,0.36555500348083114,0.8624876722976439,51,False,0.8866666666666667,0.16666666666666666,0.82,0.3466666666666667,18.666666666666668,3.7880694689151775,1387.0,1821.0
21
+ locoL_lora16sat_s26750_K1000,Abd-S79,adult_sepsis,1500,8044,150,0.5066666666666667,0.5500994530084535,0.33466666666666667,0.30892590750870214,0.05266666666666667,0.024365987071108902,0.09333333333333334,0.09373446046742914,0.01,0.00012431626056688214,0.0026666666666666666,0.022749875683739432,0.1278342449859108,0.43476793794453494,0.8744873388843526,5,False,0.8333333333333334,0.18666666666666668,0.9,0.5733333333333334,5.266666666666667,2.4365987071108903,1607.5,2389.5
22
+ locoL_lora16sat_s26750_K1000,Abd-S83,adult_sepsis,1500,6209,150,0.19066666666666668,0.3924947656627476,0.048666666666666664,0.16991464003865356,0.64,0.049927524561120956,0.03866666666666667,0.3013367692059913,0.016666666666666666,0.0009663391850539539,0.06533333333333333,0.0853599613464326,1.2115456058409835,0.5217899477442837,0.825528430177386,56,False,0.86,0.38666666666666666,0.7666666666666667,0.5,64.0,4.992752456112096,936.0,1649.0
23
+ locoL_lora16sat_s26750_K1000,Abd-S98,adult_sepsis,1500,5010,150,0.23266666666666666,0.7477045908183633,0.07,0.10958083832335329,0.5213333333333333,0.019560878243512974,0.06933333333333333,0.11037924151696607,0.06466666666666666,0.0015968063872255488,0.042,0.011177644710578843,1.1913293413173651,0.5928570536623884,0.808352446240358,70,False,0.92,0.23333333333333334,0.7866666666666666,0.3933333333333333,52.13333333333333,1.9560878243512974,808.0,2016.0
24
+ locoL_lora16sat_s26750_K1000,HC01,adult_HC,1500,10173,150,0.4806666666666667,0.5901897178806645,0.122,0.09938071365378945,0.2886666666666667,0.1862774009633343,0.06266666666666666,0.06772830040302762,0.03866666666666667,0.028408532389658903,0.007333333333333333,0.028015334709525212,0.27053337265310134,0.2601909590581835,0.8694892186434418,4,False,0.9133333333333333,0.38666666666666666,0.8866666666666667,0.8333333333333334,28.866666666666667,18.62774009633343,1246.5,2276.0
25
+ locoL_lora16sat_s26750_K1000,HC05,adult_HC,1500,11075,150,0.576,0.6924604966139954,0.15733333333333333,0.09498871331828443,0.07266666666666667,0.08099322799097065,0.16466666666666666,0.10455981941309254,0.025333333333333333,0.01164785553047404,0.004,0.015349887133182845,0.2722738901429646,0.4815848585147374,0.8738463947153566,1,True,0.9533333333333334,0.43333333333333335,0.8866666666666667,0.8533333333333334,7.2666666666666675,8.099322799097065,1045.5,2040.0
26
+ locoL_lora16sat_s26750_K1000,HC07,adult_HC,1500,9812,150,0.3566666666666667,0.3848348960456584,0.068,0.03770892784345699,0.23133333333333334,0.21962902568283735,0.302,0.3080921320831635,0.03866666666666667,0.019262128006522626,0.0033333333333333335,0.03047289033836119,0.12279983693436611,0.5113311371323015,0.874109625952064,2,False,0.92,0.38666666666666666,0.9133333333333333,0.8533333333333334,23.133333333333333,21.962902568283734,986.5,2035.0
27
+ locoL_lora16sat_s26750_K1000,HC09,adult_HC,1500,4839,150,0.636,0.6319487497416821,0.06733333333333333,0.06013639181649101,0.13266666666666665,0.1529241578838603,0.13466666666666666,0.11365984707584212,0.025333333333333333,0.012399256044637322,0.004,0.028931597437487085,0.09037817730936147,0.3790133490573834,0.872278762179844,3,False,0.9133333333333333,0.37333333333333335,0.88,0.9266666666666666,13.266666666666666,15.29241578838603,1017.0,2510.0
28
+ locoL_lora16sat_s26750_K1000,HC12,adult_HC,1500,3720,150,0.4106666666666667,0.5456989247311828,0.08466666666666667,0.05725806451612903,0.18933333333333333,0.14623655913978495,0.25866666666666666,0.2196236559139785,0.048,0.008870967741935484,0.008666666666666666,0.022311827956989248,0.2973548387096773,0.4117843869103385,0.8757155131432287,2,False,0.92,0.37333333333333335,0.88,0.8733333333333333,18.933333333333334,14.623655913978496,952.0,2457.5
29
+ locoL_lora16sat_s26750_K1000,HC13,adult_HC,1500,10111,150,0.368,0.5676985461378696,0.206,0.0842646622490357,0.11866666666666667,0.11433092671348037,0.25533333333333336,0.20393630699238452,0.042666666666666665,0.008109979230540996,0.009333333333333334,0.021659578676688756,0.42404958296245016,0.42302402359782665,0.8788679356800165,1,True,0.9533333333333334,0.3933333333333333,0.8466666666666667,0.82,11.866666666666667,11.433092671348037,881.0,2055.0
30
+ locoL_lora16sat_s26750_K1000,HC16,adult_HC,1500,9614,150,0.6906666666666667,0.511441647597254,0.04466666666666667,0.05325566881630955,0.082,0.1367796962762638,0.16333333333333333,0.28073642604535054,0.015333333333333332,0.010609527771999168,0.004,0.007177033492822967,0.36789764926149365,0.4696785189660315,0.8761816259409685,2,False,0.9466666666666667,0.38666666666666666,0.9266666666666666,0.7733333333333333,8.200000000000001,13.67796962762638,1182.0,1764.0
31
+ locoL_lora16sat_s26750_K1000,IC10,adult_ICU_ctrl,1500,7504,150,0.5193333333333333,0.5834221748400853,0.17133333333333334,0.12526652452025586,0.11266666666666666,0.16977611940298507,0.16866666666666666,0.09461620469083155,0.014,0.003598081023454158,0.014,0.02332089552238806,0.2610383795309169,0.22832058131765207,0.8713182532403562,10,False,0.9266666666666666,0.3466666666666667,0.9,0.52,11.266666666666666,16.977611940298505,1335.5,2052.0
32
+ locoL_lora16sat_s26750_K1000,IC15,adult_ICU_ctrl,1500,15576,150,0.742,0.5791602465331279,0.035333333333333335,0.045839753466872114,0.13733333333333334,0.278954802259887,0.058,0.04840780688238315,0.021333333333333333,0.0104648176682075,0.006,0.03717257318952234,0.3666009244992295,0.3448451438836425,0.8744910401093512,3,False,0.82,0.76,0.84,0.9,13.733333333333334,27.8954802259887,1504.5,1517.0
33
+ locoL_lora16sat_s26750_K1000,IC16,adult_ICU_ctrl,1500,5750,150,0.31,0.3391304347826087,0.182,0.1537391304347826,0.236,0.3226086956521739,0.21333333333333335,0.15878260869565217,0.029333333333333333,0.003130434782608696,0.029333333333333333,0.022608695652173914,0.23147826086956524,0.38974835300582655,0.8679990286478002,12,False,0.84,0.3333333333333333,0.7466666666666667,0.49333333333333335,23.599999999999998,32.26086956521739,1264.5,1942.0
34
+ locoL_lora16sat_s26750_K1000,IC19,adult_ICU_ctrl,1500,7135,150,0.222,0.3690259285213735,0.11266666666666666,0.09067974772249475,0.49533333333333335,0.4583041345480028,0.09866666666666667,0.045269796776454096,0.03666666666666667,0.0005606166783461808,0.034666666666666665,0.03615977575332866,0.29703807521607106,0.5064429874250274,0.8728883062405645,6,False,0.9533333333333334,0.31333333333333335,0.8933333333333333,0.6266666666666667,49.53333333333333,45.83041345480028,1217.5,2329.0
35
+ locoL_lora16sat_s26750_K1000,IC22,adult_ICU_ctrl,1500,2107,150,0.19333333333333333,0.16753678215472234,0.05266666666666667,0.01613668723303275,0.62,0.722828666350261,0.05733333333333333,0.019933554817275746,0.058666666666666666,0.04129093497864262,0.018,0.0322733744660655,0.23420408163265302,1.1144041863467784,0.8680464641529908,2,False,0.9266666666666666,0.21333333333333335,0.8266666666666667,0.6666666666666666,62.0,72.2828666350261,880.0,3217.0
36
+ locoL_lora16sat_s26750_K1000,IC23,adult_ICU_ctrl,1500,13774,150,0.23933333333333334,0.42819805430521274,0.30266666666666664,0.11986351096268331,0.23133333333333334,0.3843473210396399,0.146,0.024466385944533178,0.05333333333333334,0.007840859590532889,0.027333333333333334,0.03528386815739799,0.6996584870045013,0.3613578530802122,0.8787539764980923,1,True,0.9,0.7333333333333333,0.7866666666666666,0.8533333333333334,23.133333333333333,38.434732103963995,990.5,1894.0
37
+ locoL_lora16sat_s26750_K1000,PHC01,ped_HC,1500,8497,150,0.25733333333333336,0.5416029186771801,0.43066666666666664,0.15381899493939039,0.14733333333333334,0.06731787689772861,0.12333333333333334,0.10862657408497117,0.036,0.014240320112981052,0.005333333333333333,0.11439331528774861,0.7866591345965241,0.3235262915405157,0.8647031659512542,18,False,0.9066666666666666,0.7133333333333334,0.8933333333333333,0.8333333333333334,14.733333333333334,6.731787689772862,1029.0,461.0
38
+ locoL_lora16sat_s26750_K1000,PHC02,ped_HC,1500,6519,150,0.26,0.5781561589200798,0.6773333333333333,0.16643657002607762,0.02266666666666667,0.16612977450529223,0.035333333333333335,0.057984353428439946,0.004,0.006749501457278723,0.0006666666666666666,0.02454364166283172,1.0217935266145115,0.19197386347242731,0.8598494526979703,3,False,0.7533333333333333,0.56,0.82,0.7466666666666667,2.2666666666666666,16.612977450529222,1185.5,1516.0
39
+ locoL_lora16sat_s26750_K1000,PHC03,ped_HC,1500,9638,150,0.5326666666666666,0.6757626063498651,0.3526666666666667,0.17804523760116206,0.035333333333333335,0.055613197758871136,0.06,0.07273293214359826,0.013333333333333334,0.011516912222452791,0.006,0.006329113924050633,0.35287570035277027,0.40995721160748755,0.8704944712138435,1,True,0.9333333333333333,0.38666666666666666,0.94,0.7333333333333333,3.5333333333333337,5.561319775887114,1800.5,1660.5
40
+ locoL_lora16sat_s26750_K1000,PHC05,ped_HC,1500,10918,150,0.5673333333333334,0.5524821395860048,0.19666666666666666,0.07748671917933687,0.09466666666666666,0.19893753434695,0.11133333333333334,0.11467301703608719,0.024666666666666667,0.01731086279538377,0.005333333333333333,0.03910972705623741,0.2827738902118825,0.23011383442863667,0.8754862211201923,10,False,0.8333333333333334,0.64,0.9333333333333333,0.88,9.466666666666667,19.893753434695,1613.5,1645.0
41
+ locoL_lora16sat_s26750_K1000,PIC01,ped_ICU_ctrl,1500,8345,150,0.782,0.647813061713601,0.09666666666666666,0.07070101857399641,0.015333333333333332,0.12055122828040743,0.09666666666666666,0.11024565608148593,0.006666666666666667,0.004313960455362493,0.0026666666666666666,0.04637507489514679,0.325010585180747,0.3903370686673297,0.8589358925354634,17,False,0.8333333333333334,0.32,0.8666666666666667,0.6933333333333334,1.5333333333333332,12.055122828040743,1940.0,2157.0
42
+ locoL_lora16sat_s26750_K1000,PIC02,ped_ICU_ctrl,1500,6570,150,0.15333333333333332,0.4786910197869102,0.6866666666666666,0.2785388127853881,0.06933333333333333,0.14170471841704718,0.076,0.036225266362252664,0.010666666666666666,0.0030441400304414,0.004,0.06179604261796043,0.9110502283105024,0.24158171563383773,0.8557027635856237,6,False,0.8866666666666667,0.68,0.8266666666666667,0.8466666666666667,6.933333333333333,14.170471841704718,1181.0,1062.5
43
+ locoL_lora16sat_s26750_K1000,PIC04,ped_ICU_ctrl,1500,11535,150,0.35133333333333333,0.36341569137407886,0.26066666666666666,0.08253142609449501,0.266,0.4273948851322063,0.072,0.03233636757693975,0.038,0.006501950585175552,0.012,0.08781967923710446,0.4985938448201126,0.5259001990185228,0.8689610485716392,14,False,0.9,0.4666666666666667,0.8666666666666667,0.6466666666666666,26.6,42.73948851322063,1186.5,1144.0
44
+ locoL_lora16sat_s26750_K1000,PIC05,ped_ICU_ctrl,1500,7420,150,0.36533333333333334,0.5920485175202156,0.3233333333333333,0.18409703504043126,0.21466666666666667,0.1637466307277628,0.05733333333333333,0.021024258760107817,0.03333333333333333,0.011320754716981131,0.006,0.027762803234501348,0.4969559748427672,0.25231788297884916,0.8673178045849701,3,False,0.9066666666666666,0.4066666666666667,0.8733333333333333,0.7066666666666667,21.46666666666667,16.37466307277628,1392.5,1666.0
45
+ locoL_lora16sat_s26750_K1000,Res-PS02,ped_sepsis,1500,6473,150,0.3473333333333333,0.5892167464854009,0.39,0.33848292909006644,0.12466666666666666,0.012050054070755446,0.108,0.05051753437355168,0.021333333333333333,0.0,0.008666666666666666,0.009732735980225553,0.4858989649312529,0.5474679056980042,0.8483003385304659,45,False,0.8933333333333333,0.28,0.8333333333333334,0.38,12.466666666666667,1.2050054070755445,945.5,1680.0
46
+ locoL_lora16sat_s26750_K1000,Res-PS03,ped_sepsis,1500,5934,150,0.14933333333333335,0.15267947421638017,0.4266666666666667,0.8156386922817661,0.304,0.009605662285136502,0.08533333333333333,0.014492753623188406,0.02,0.0,0.014666666666666666,0.007583417593528817,0.7846363329962925,1.3016378397850077,0.8152137973568537,77,False,0.8466666666666667,0.11333333333333333,0.7866666666666666,0.26,30.4,0.9605662285136503,1155.0,1871.0
47
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48
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