Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_pseudo_fixed.npz +3 -0
- paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/contrast.csv +14 -0
- paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/per_donor.csv +78 -0
- paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/summary.json +747 -0
paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_pseudo_fixed.npz
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version https://git-lfs.github.com/spec/v1
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oid sha256:24283f6bbc7dc0caf281e1a0f7ba2e843504d941f6860c453186a163b4476303
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size 8004494
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paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/contrast.csv
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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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| 2 |
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scsemi5,T cell,mean_cp10k,3259,0.4158879892194963,0.28779071017741836,0.3625750003083076,0.29062980997726856,57,20,57,20,281037,84190,,,,,,,,,,,
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| 3 |
+
scsemi5,T cell,pseudobulk_log1p_cpm,3259,0.32301858174580556,0.23446571402689154,0.32023736616000276,0.05171134901038061,57,20,57,20,281037,84190,,,,,,,,,,,
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| 4 |
+
scsemi5,B cell,mean_cp10k,3304,0.3962756168235524,0.30092059959087647,0.359064757011007,0.20255033871147266,57,20,52,19,94421,9498,,,,,,,,,,,
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| 5 |
+
scsemi5,B cell,pseudobulk_log1p_cpm,3304,0.279912683795908,0.2824129554276003,0.2827051461862464,0.031332812204892146,57,20,52,19,94421,9498,,,,,,,,,,,
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| 6 |
+
scsemi5,Monocyte,mean_cp10k,3285,0.4729544843281267,0.5511838088445075,0.3655197582213403,0.33714002888887884,57,20,47,19,106918,8018,,,,,,,,,,,
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| 7 |
+
scsemi5,Monocyte,pseudobulk_log1p_cpm,3285,0.272708424678105,0.6171521141280452,0.1774084675982773,0.2213016933714378,57,20,47,19,106918,8018,,,,,,,,,,,
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| 8 |
+
scsemi5,NK cell,mean_cp10k,3226,0.36533268090779125,0.20406534279418406,0.3270715619566575,0.28743507594628454,57,20,42,15,42712,4989,,,,,,,,,,,
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| 9 |
+
scsemi5,NK cell,pseudobulk_log1p_cpm,3226,0.10716831916286858,0.06147951634862929,0.10214498451800547,0.09186207963792078,57,20,42,15,42712,4989,,,,,,,,,,,
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| 10 |
+
scsemi5,T cell,welch_top50_deg,5975,,,,,57,20,57,20,281037,84190,True,0,0.0,50,1,1558,1,4,0.041666666666666664,50,1101
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| 11 |
+
scsemi5,B cell,welch_top50_deg,5975,,,,,57,20,52,19,94421,9498,True,0,0.0,50,2,1022,2,3,0.030927835051546393,50,1101
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| 12 |
+
scsemi5,Monocyte,welch_top50_deg,5975,,,,,57,20,47,19,106918,8018,True,0,0.0,50,18,2259,18,13,0.14942528735632185,50,1101
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| 13 |
+
scsemi5,NK cell,welch_top50_deg,5975,,,,,57,20,42,15,42712,4989,True,0,0.0,50,3,1095,3,2,0.02040816326530612,50,1101
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| 14 |
+
scsemi5,DC,welch_top50_deg,5975,,,,,54,20,51,17,3096,4298,True,0,0.0,50,28,1229,28,1,0.010101010101010102,50,1101
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paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/per_donor.csv
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| 1 |
+
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 |
+
scsemi5,Abd-PS04,ped_sepsis,1500,5449,150,0.16066666666666668,0.14094329234721967,0.24466666666666667,0.17030647825289044,0.48733333333333334,0.5608368507983116,0.051333333333333335,0.02147182969352175,0.01,0.003853918150119288,0.046,0.10258763075793724,0.260182296445831,0.8153470140841365,0.7000504795659425,1,True,0.52,0.14666666666666667,0.44,0.21333333333333335,48.733333333333334,56.083685079831156,1984.0,2716.0
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| 3 |
+
scsemi5,Abd-PS05,ped_sepsis,1500,6924,150,0.92,0.30387059503177355,0.024,0.5060658578856152,0.02,0.07019064124783363,0.0,0.0891103408434431,0.0006666666666666666,0.008954361640670132,0.035333333333333335,0.021808203350664357,1.2593090699017908,0.7059099090383466,0.4701942002605612,20,False,1.0,0.06,0.9,0.13333333333333333,2.0,7.0190641247833625,1982.0,2313.0
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| 4 |
+
scsemi5,Abd-PS07,ped_sepsis,1500,3472,150,0.9146666666666666,0.8626152073732719,0.03266666666666666,0.023329493087557603,0.0,0.002304147465437788,0.0,0.09331797235023041,0.051333333333333335,0.0002880184331797235,0.0013333333333333333,0.018145161290322582,0.22486789554531486,0.8004889908040692,0.4922712129136071,32,False,0.94,0.07333333333333333,0.6,0.09333333333333334,0.0,0.2304147465437788,1982.0,1614.0
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| 5 |
+
scsemi5,Abd-PS19,ped_sepsis,1500,7984,150,0.8106666666666666,0.4622995991983968,0.12133333333333333,0.11209919839679358,0.028,0.2937124248496994,0.0013333333333333333,0.05586172344689379,0.009333333333333334,0.0156563126252505,0.029333333333333333,0.06037074148296593,0.7152024048096193,0.20885221176455274,0.5040100046705421,30,False,0.9733333333333334,0.03333333333333333,0.9266666666666666,0.05333333333333334,2.8000000000000003,29.37124248496994,1981.0,2111.0
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| 6 |
+
scsemi5,Abd-PS20,ped_sepsis,1500,7286,150,0.9766666666666667,0.30496843261048584,0.006,0.5780949766675817,0.0,0.08770244304144935,0.0,0.007823222618720834,0.0013333333333333333,0.0005489980785067252,0.016,0.02086192698325556,1.344965138622015,0.8219774269543514,0.37440704250500684,26,False,0.06666666666666667,0.03333333333333333,0.16666666666666666,0.08,0.0,8.770244304144935,1984.0,1820.0
|
| 7 |
+
scsemi5,Abd-PS23,ped_sepsis,1500,4309,150,0.706,0.2529589231840334,0.21066666666666667,0.3272220932931075,0.03666666666666667,0.32142028312833604,0.007333333333333333,0.013460199582269667,0.0033333333333333335,0.002088651659317707,0.036,0.08284984915293572,0.9085715169799643,0.6038482064593365,0.5378844978118713,22,False,0.9133333333333333,0.03333333333333333,0.64,0.06666666666666667,3.6666666666666665,32.1420283128336,1982.0,1832.0
|
| 8 |
+
scsemi5,Abd-PS27,ped_sepsis,1500,9427,150,1.0,0.6126021003500584,0.0,0.06078285774901877,0.0,0.13196138750397793,0.0,0.010289593720165482,0.0,0.0029701920016972526,0.0,0.1813938686750822,0.7747957992998833,0.5294953619763237,0.4443956648892789,1,True,1.0,0.02666666666666667,0.9866666666666667,0.06,0.0,13.196138750397793,1979.0,2356.0
|
| 9 |
+
scsemi5,Abd-S102,adult_sepsis,1500,9512,150,0.7246666666666667,0.47981497056349875,0.184,0.39318755256518084,0.04933333333333333,0.0053616484440706475,0.004,0.095878889823381,0.002,0.0007359125315391085,0.036,0.02502102607232969,0.6021328847771236,0.4841499143942074,0.5157202190336635,40,False,0.9666666666666667,0.04666666666666667,0.8733333333333333,0.08,4.933333333333334,0.5361648444070648,1981.0,1646.0
|
| 10 |
+
scsemi5,Abd-S103,adult_sepsis,1500,9423,150,0.9033333333333333,0.4813753581661891,0.024,0.14782977820227103,0.036,0.0024408362517245037,0.0,0.04393505253104107,0.002,0.00021224663058473945,0.034666666666666665,0.3242067282181895,0.9146097845696699,0.5566599227189257,0.5016325109961501,19,False,1.0,0.20666666666666667,0.8466666666666667,0.12666666666666668,3.5999999999999996,0.24408362517245036,1980.0,971.0
|
| 11 |
+
scsemi5,Abd-S120,adult_sepsis,1500,5783,150,0.7586666666666667,0.3140238630468615,0.16133333333333333,0.11049628220646723,0.035333333333333335,0.46446481065191075,0.011333333333333334,0.07297250561992046,0.002,0.0008646031471554556,0.03133333333333333,0.03717793532768459,0.9932305031990316,0.5124771811853832,0.5455962018949235,38,False,0.82,0.03333333333333333,0.7733333333333333,0.07333333333333333,3.5333333333333337,46.44648106519107,1981.0,2845.0
|
| 12 |
+
scsemi5,Abd-S123,adult_sepsis,1500,6299,150,0.5706666666666667,0.16986823305286552,0.216,0.08779171297031275,0.03,0.5027782187648833,0.12266666666666666,0.10938244165740593,0.004666666666666667,0.0007937767899666614,0.056,0.1293856167645658,1.092327671058898,0.816218854235603,0.6351588960892619,7,False,0.7133333333333334,0.10666666666666667,0.20666666666666667,0.19333333333333333,3.0,50.277821876488325,1983.0,2261.0
|
| 13 |
+
scsemi5,Abd-S156,adult_sepsis,1500,7004,150,0.6066666666666667,0.3343803540833809,0.14,0.08209594517418618,0.03933333333333333,0.39406053683609366,0.082,0.0910908052541405,0.08,0.0012849800114220445,0.052,0.0970873786407767,0.8178107747953552,0.4934114372066558,0.6607949367111859,9,False,0.62,0.04,0.38,0.14,3.933333333333333,39.406053683609365,1983.0,1821.0
|
| 14 |
+
scsemi5,Abd-S39,adult_sepsis,1500,4291,150,0.686,0.13819622465625728,0.17866666666666667,0.06152412025168958,0.048666666666666664,0.6933115823817292,0.02266666666666667,0.049638778839431366,0.004,0.0013982754602656724,0.06,0.05593101841062689,1.3432340557756546,0.9892416241151961,0.7140136160642865,30,False,0.6733333333333333,0.03333333333333333,0.38666666666666666,0.12666666666666668,4.866666666666666,69.33115823817292,1985.0,3523.0
|
| 15 |
+
scsemi5,Abd-S42,adult_sepsis,1500,6567,150,0.7793333333333333,0.5748439165524593,0.038,0.09760925841327851,0.0,0.17039744175422566,0.0,0.05862646566164154,0.134,0.0016750418760469012,0.048666666666666664,0.0968478757423481,0.6736287498096544,0.2816684775490697,0.4907798188143504,7,False,0.6733333333333333,0.08666666666666667,0.46,0.12666666666666668,0.0,17.039744175422566,1982.0,1982.0
|
| 16 |
+
scsemi5,Abd-S47,adult_sepsis,1500,7971,150,0.8013333333333333,0.7027976414502571,0.0,0.20474219044034625,0.09533333333333334,0.03224187680341237,0.0,0.019069125580228326,0.018,0.0006272738677706687,0.08533333333333333,0.040521891857985194,0.44762263204114927,0.5104308217390504,0.49485178119690787,7,False,0.92,0.08,0.38,0.14666666666666667,9.533333333333333,3.224187680341237,1981.0,2030.0
|
| 17 |
+
scsemi5,Abd-S51,adult_sepsis,1500,6865,150,0.6673333333333333,0.25273124544792425,0.176,0.269482884195193,0.0,0.3551347414420976,0.0026666666666666666,0.03670793882010197,0.108,0.0014566642388929353,0.046,0.08448652585579024,1.0422908472930323,0.558482898452495,0.5001335302120042,12,False,0.52,0.09333333333333334,0.22,0.15333333333333332,0.0,35.51347414420976,1980.0,1849.0
|
| 18 |
+
scsemi5,Abd-S54,adult_sepsis,1500,7818,150,0.6306666666666667,0.4854182655410591,0.019333333333333334,0.1364799181376311,0.14733333333333334,0.012918905090816066,0.07733333333333334,0.340752110514198,0.08666666666666667,0.0011511895625479663,0.03866666666666667,0.023279611153747763,0.7611307239703249,0.5375485728447302,0.5013568412094866,46,False,0.92,0.013333333333333334,0.64,0.07333333333333333,14.733333333333334,1.2918905090816066,1980.0,1933.5
|
| 19 |
+
scsemi5,Abd-S57,adult_sepsis,1500,14291,150,0.8293333333333334,0.8422783570079071,0.06466666666666666,0.009026660135749773,0.043333333333333335,0.016164019312854244,0.0006666666666666666,0.10671051710866979,0.029333333333333333,0.0012595339724302008,0.03266666666666666,0.024560912462388916,0.2379777482331537,0.7864176347058254,0.5141032122144521,51,False,0.8733333333333333,0.19333333333333333,0.7666666666666667,0.04666666666666667,4.333333333333334,1.6164019312854245,1980.0,852.0
|
| 20 |
+
scsemi5,Abd-S79,adult_sepsis,1500,8044,150,0.7086666666666667,0.5500994530084535,0.21666666666666667,0.30892590750870214,0.022,0.024365987071108902,0.006666666666666667,0.09373446046742914,0.008,0.00012431626056688214,0.038,0.022749875683739432,0.3633860434278136,0.44463321180314586,0.5423437131575284,14,False,0.6466666666666666,0.006666666666666667,0.21333333333333335,0.20666666666666667,2.1999999999999997,2.4365987071108903,1983.0,2389.5
|
| 21 |
+
scsemi5,Abd-S83,adult_sepsis,1500,6209,150,0.398,0.3924947656627476,0.17333333333333334,0.16991464003865356,0.03,0.049927524561120956,0.10733333333333334,0.3013367692059913,0.043333333333333335,0.0009663391850539539,0.248,0.0853599613464326,0.42786192086755787,0.5258568132961655,0.6160329046481839,11,False,0.6533333333333333,0.09333333333333334,0.2,0.16666666666666666,3.0,4.992752456112096,1981.0,1649.0
|
| 22 |
+
scsemi5,Abd-S98,adult_sepsis,1500,5010,150,0.6826666666666666,0.7477045908183633,0.19666666666666666,0.10958083832335329,0.052,0.019560878243512974,0.02266666666666667,0.11037924151696607,0.008,0.0015968063872255488,0.038,0.011177644710578843,0.30550099800399205,0.6022153132017187,0.6769141323130432,71,False,0.6466666666666666,0.05333333333333334,0.46,0.06666666666666667,5.2,1.9560878243512974,1981.0,2016.0
|
| 23 |
+
scsemi5,HC01,adult_HC,1500,10173,150,0.5893333333333334,0.5901897178806645,0.035333333333333335,0.09938071365378945,0.14,0.1862774009633343,0.11266666666666666,0.06772830040302762,0.09533333333333334,0.028408532389658903,0.027333333333333334,0.028015334709525212,0.22372633441462694,0.2629732403260068,0.5639710308757907,34,False,0.82,0.05333333333333334,0.3333333333333333,0.2,14.000000000000002,18.62774009633343,1984.0,2276.0
|
| 24 |
+
scsemi5,HC05,adult_HC,1500,11075,150,0.7113333333333334,0.6924604966139954,0.028666666666666667,0.09498871331828443,0.08666666666666667,0.08099322799097065,0.02666666666666667,0.10455981941309254,0.10933333333333334,0.01164785553047404,0.037333333333333336,0.015349887133182845,0.28843039879608734,0.49068733509749185,0.5145731563944561,45,False,0.9266666666666666,0.04666666666666667,0.4666666666666667,0.18666666666666668,8.666666666666668,8.099322799097065,1984.0,2040.0
|
| 25 |
+
scsemi5,HC09,adult_HC,1500,4839,150,0.5746666666666667,0.6319487497416821,0.032,0.06013639181649101,0.13,0.1529241578838603,0.13066666666666665,0.11365984707584212,0.09733333333333333,0.012399256044637322,0.035333333333333335,0.028931597437487085,0.21668526555073359,0.3880335314252329,0.5436888900810163,44,False,0.8066666666666666,0.006666666666666667,0.36,0.08666666666666667,13.0,15.29241578838603,1982.0,2510.0
|
| 26 |
+
scsemi5,HC12,adult_HC,1500,3720,150,0.49066666666666664,0.5456989247311828,0.03133333333333333,0.05725806451612903,0.14066666666666666,0.14623655913978495,0.23933333333333334,0.2196236559139785,0.07266666666666667,0.008870967741935484,0.025333333333333333,0.022311827956989248,0.1730537634408602,0.42083086183102264,0.5416718796052157,39,False,0.86,0.04,0.47333333333333333,0.15333333333333332,14.066666666666666,14.623655913978496,1982.0,2457.5
|
| 27 |
+
scsemi5,HC13,adult_HC,1500,10111,150,0.5186666666666667,0.5676985461378696,0.03666666666666667,0.0842646622490357,0.07133333333333333,0.11433092671348037,0.18933333333333333,0.20393630699238452,0.14666666666666667,0.008109979230540996,0.037333333333333336,0.021659578676688756,0.3084608841855404,0.43207951619878,0.5381292299875574,23,False,0.8466666666666667,0.03333333333333333,0.52,0.16666666666666666,7.133333333333333,11.433092671348037,1982.0,2055.0
|
| 28 |
+
scsemi5,HC16,adult_HC,1500,9614,150,0.44,0.511441647597254,0.028,0.05325566881630955,0.14466666666666667,0.1367796962762638,0.2733333333333333,0.28073642604535054,0.08266666666666667,0.010609527771999168,0.03133333333333333,0.007177033492822967,0.2082008182511615,0.4787714429657078,0.5694538214761912,39,False,0.6466666666666666,0.03333333333333333,0.25333333333333335,0.09333333333333334,14.466666666666667,13.67796962762638,1979.0,1764.0
|
| 29 |
+
scsemi5,IC10,adult_ICU_ctrl,1500,7504,150,0.6066666666666667,0.5834221748400853,0.03666666666666667,0.12526652452025586,0.16,0.16977611940298507,0.07533333333333334,0.09461620469083155,0.052,0.003598081023454158,0.06933333333333333,0.02332089552238806,0.23531769722814497,0.23738636936119867,0.5741836021808163,2,False,0.7466666666666667,0.06,0.38,0.18,16.0,16.977611940298505,1981.5,2052.0
|
| 30 |
+
scsemi5,IC15,adult_ICU_ctrl,1500,15576,150,0.558,0.5791602465331279,0.03666666666666667,0.045839753466872114,0.20266666666666666,0.278954802259887,0.12466666666666666,0.04840780688238315,0.050666666666666665,0.0104648176682075,0.027333333333333334,0.03717257318952234,0.23292141756548534,0.3408397379982872,0.5927033557052678,20,False,0.5066666666666667,0.08666666666666667,0.26666666666666666,0.18,20.266666666666666,27.8954802259887,1980.0,1517.0
|
| 31 |
+
scsemi5,IC16,adult_ICU_ctrl,1500,5750,150,0.5906666666666667,0.3391304347826087,0.19933333333333333,0.1537391304347826,0.034,0.3226086956521739,0.12333333333333334,0.15878260869565217,0.0013333333333333333,0.003130434782608696,0.051333333333333335,0.022608695652173914,0.6517101449275362,0.3893480147849764,0.5820946578236293,13,False,0.5266666666666666,0.006666666666666667,0.19333333333333333,0.26,3.4000000000000004,32.26086956521739,1984.0,1942.0
|
| 32 |
+
scsemi5,IC19,adult_ICU_ctrl,1500,7135,150,0.9126666666666666,0.3690259285213735,0.014666666666666666,0.09067974772249475,0.030666666666666665,0.4583041345480028,0.0,0.045269796776454096,0.010666666666666666,0.0005606166783461808,0.03133333333333333,0.03615977575332866,1.1074935762672273,0.49999370592220127,0.47993867261750384,15,False,0.8333333333333334,0.02666666666666667,0.7333333333333333,0.08666666666666667,3.0666666666666664,45.83041345480028,1986.0,2329.0
|
| 33 |
+
scsemi5,IC22,adult_ICU_ctrl,1500,2107,150,0.7153333333333334,0.16753678215472234,0.186,0.01613668723303275,0.044,0.722828666350261,0.015333333333333332,0.019933554817275746,0.010666666666666666,0.04129093497864262,0.028666666666666667,0.0322733744660655,1.4353197278911565,1.1082761705026443,0.5841498780069305,56,False,0.7533333333333333,0.02,0.6333333333333333,0.06,4.3999999999999995,72.2828666350261,1982.0,3217.0
|
| 34 |
+
scsemi5,IC23,adult_ICU_ctrl,1500,13774,150,0.992,0.42819805430521274,0.0033333333333333335,0.11986351096268331,0.0033333333333333335,0.3843473210396399,0.0,0.024466385944533178,0.0,0.007840859590532889,0.0013333333333333333,0.03528386815739799,1.1276038913895745,0.35462566013942626,0.4247544249344961,41,False,0.8333333333333334,0.04666666666666667,0.98,0.05333333333333334,0.33333333333333337,38.434732103963995,1980.0,1894.0
|
| 35 |
+
scsemi5,PHC01,ped_HC,1500,8497,150,0.7326666666666667,0.5416029186771801,0.016666666666666666,0.15381899493939039,0.04666666666666667,0.06731787689772861,0.004,0.10862657408497117,0.14866666666666667,0.014240320112981052,0.051333333333333335,0.11439331528774861,0.6509801890863443,0.3300076153377063,0.47887302865207876,61,False,0.9466666666666667,0.30666666666666664,0.4666666666666667,0.09333333333333334,4.666666666666667,6.731787689772862,1983.0,461.0
|
| 36 |
+
scsemi5,PHC02,ped_HC,1500,6519,150,0.5273333333333333,0.5781561589200798,0.042,0.16643657002607762,0.15466666666666667,0.16612977450529223,0.168,0.057984353428439946,0.06933333333333333,0.006749501457278723,0.03866666666666667,0.02454364166283172,0.3734450069028992,0.1947014134376304,0.5366891413004066,64,False,0.64,0.06,0.32,0.02666666666666667,15.466666666666667,16.612977450529222,1983.5,1516.0
|
| 37 |
+
scsemi5,PHC03,ped_HC,1500,9638,150,0.862,0.6757626063498651,0.007333333333333333,0.17804523760116206,0.013333333333333334,0.055613197758871136,0.004666666666666667,0.07273293214359826,0.06866666666666667,0.011516912222452791,0.044,0.006329113924050633,0.5621160683405964,0.4134935028366545,0.47006281783515824,62,False,0.92,0.0,0.49333333333333335,0.06666666666666667,1.3333333333333335,5.561319775887114,1981.0,1660.5
|
| 38 |
+
scsemi5,PHC05,ped_HC,1500,10918,150,0.662,0.5524821395860048,0.030666666666666665,0.07748671917933687,0.152,0.19893753434695,0.043333333333333335,0.11467301703608719,0.06666666666666667,0.01731086279538377,0.04533333333333334,0.03910972705623741,0.33019454112474816,0.23901455312942224,0.5132131447612475,50,False,0.8866666666666667,0.07333333333333333,0.4266666666666667,0.13333333333333333,15.2,19.893753434695,1982.0,1645.0
|
| 39 |
+
scsemi5,PIC01,ped_ICU_ctrl,1500,8345,150,0.7786666666666666,0.647813061713601,0.0013333333333333333,0.07070101857399641,0.11333333333333333,0.12055122828040743,0.0026666666666666666,0.11024565608148593,0.024666666666666667,0.004313960455362493,0.07933333333333334,0.04637507489514679,0.3683291392051128,0.39953284426491165,0.4566145955918992,68,False,0.94,0.02,0.56,0.04666666666666667,11.333333333333332,12.055122828040743,1981.0,2157.0
|
| 40 |
+
scsemi5,PIC02,ped_ICU_ctrl,1500,6570,150,0.74,0.4786910197869102,0.03,0.2785388127853881,0.048,0.14170471841704718,0.0,0.036225266362252664,0.10133333333333333,0.0030441400304414,0.08066666666666666,0.06179604261796043,0.756937595129376,0.23991504940626285,0.4890716636366922,21,False,0.9733333333333334,0.3,0.64,0.22666666666666666,4.8,14.170471841704718,1981.0,1062.5
|
| 41 |
+
scsemi5,PIC04,ped_ICU_ctrl,1500,11535,150,0.9606666666666667,0.36341569137407886,0.0026666666666666666,0.08253142609449501,0.036,0.4273948851322063,0.0,0.03233636757693975,0.0,0.006501950585175552,0.0006666666666666666,0.08781967923710446,1.1945019505851755,0.516805679441814,0.4127987450784995,70,False,0.8466666666666667,0.10666666666666667,0.9866666666666667,0.03333333333333333,3.5999999999999996,42.73948851322063,1983.0,1144.0
|
| 42 |
+
scsemi5,PIC05,ped_ICU_ctrl,1500,7420,150,1.0,0.5920485175202156,0.0,0.18409703504043126,0.0,0.1637466307277628,0.0,0.021024258760107817,0.0,0.011320754716981131,0.0,0.027762803234501348,0.8159029649595688,0.2557276984950597,0.3850796972913966,38,False,0.82,0.03333333333333333,0.9933333333333333,0.02,0.0,16.37466307277628,1982.5,1666.0
|
| 43 |
+
scsemi5,Res-PS02,ped_sepsis,1500,6473,150,0.7206666666666667,0.5892167464854009,0.20666666666666667,0.33848292909006644,0.03866666666666667,0.012050054070755446,0.006666666666666667,0.05051753437355168,0.0,0.0,0.027333333333333334,0.009732735980225553,0.3513342602605696,0.5512810313110116,0.5471711890059545,59,False,0.5933333333333334,0.06666666666666667,0.5533333333333333,0.1,3.8666666666666667,1.2050054070755445,1980.0,1680.0
|
| 44 |
+
scsemi5,Res-PS03,ped_sepsis,1500,5934,150,0.6846666666666666,0.15267947421638017,0.22333333333333333,0.8156386922817661,0.052,0.009605662285136502,0.005333333333333333,0.014492753623188406,0.002,0.0,0.03266666666666666,0.007583417593528817,1.2029295584765756,1.3033160085936195,0.4963136587065241,73,False,0.7266666666666667,0.03333333333333333,0.6466666666666666,0.06,5.2,0.9605662285136503,1983.0,1871.0
|
| 45 |
+
scsemi5,Res-PS12,ped_sepsis,1500,7200,150,0.9733333333333334,0.18319444444444444,0.0013333333333333333,0.7847222222222222,0.024666666666666667,0.0025,0.0,0.02277777777777778,0.0,0.0005555555555555556,0.0006666666666666666,0.00625,1.6246111111111112,1.2406694771571756,0.42193143051730764,24,False,0.96,0.006666666666666667,0.9666666666666667,0.04,2.466666666666667,0.25,1982.0,2224.5
|
| 46 |
+
scsemi5,Res-PS16,ped_sepsis,1500,7403,150,0.8566666666666667,0.4078076455491017,0.116,0.5172227475347831,0.0,0.0009455626097528029,0.0006666666666666666,0.017695528839659597,0.020666666666666667,0.00013508037282182898,0.006,0.05619343509388086,0.9387812148228195,0.7122114229944021,0.4806117079909386,17,False,0.9866666666666667,0.1,0.74,0.09333333333333334,0.0,0.09455626097528029,1982.0,1895.0
|
| 47 |
+
scsemi5,Res-PS21,ped_sepsis,1500,6455,150,0.8566666666666667,0.2689388071262587,0.074,0.19550735863671573,0.029333333333333333,0.339426800929512,0.0,0.06893880712625872,0.006666666666666667,0.002168861347792409,0.03333333333333333,0.12501936483346243,1.1844513297185644,0.45888820671062447,0.4973208112961201,28,False,0.9133333333333333,0.06,0.8466666666666667,0.12,2.933333333333333,33.9426800929512,1981.5,1720.0
|
| 48 |
+
scsemi5,Res-PS22,ped_sepsis,1500,7585,150,0.4106666666666667,0.5011206328279499,0.04133333333333333,0.08147659854976928,0.22533333333333333,0.33579433091628214,0.27,0.05945945945945946,0.026,0.013183915622940013,0.02666666666666667,0.00896506262359921,0.48211645792133606,0.3033914220445536,0.6095205393657351,26,False,0.4066666666666667,0.04,0.08,0.02,22.53333333333333,33.57943309162821,1978.0,1514.0
|
| 49 |
+
scsemi5,Res-PS25,ped_sepsis,1500,6203,150,1.0,0.3562792197323876,0.0,0.42447202966306624,0.0,0.18458810253103336,0.0,0.0095115266806384,0.0,0.005642431081734645,0.0,0.01950669031113977,1.287441560535225,0.5107259265825971,0.38868291596545496,14,False,0.9866666666666667,0.03333333333333333,1.0,0.06,0.0,18.458810253103337,1980.0,2342.0
|
| 50 |
+
scsemi5,Res-PS26,ped_sepsis,1500,6291,150,0.7613333333333333,0.7475759020823398,0.004,0.16436178667938325,0.12266666666666666,0.035606421872516295,0.0006666666666666666,0.03195040534096328,0.026,0.001271657924018439,0.08533333333333333,0.01923382610077889,0.3832910507073597,0.5357189371048963,0.4193026565880923,77,False,0.9933333333333333,0.08,0.5066666666666667,0.02,12.266666666666666,3.5606421872516294,1982.0,988.0
|
| 51 |
+
scsemi5,Res-S10,adult_sepsis,1500,8489,150,0.9646666666666667,0.7626339969372129,0.0,0.0871716338791377,0.0,0.01401814112380728,0.0,0.08646483684768524,0.0,0.00011779950524207798,0.035333333333333335,0.04959359170691483,0.40406533945890766,0.5842158569798195,0.4677853932851885,2,False,0.98,0.02,0.9133333333333333,0.08,0.0,1.401814112380728,1983.0,2651.0
|
| 52 |
+
scsemi5,Res-S125,adult_sepsis,1500,3975,150,0.6713333333333333,0.510188679245283,0.034666666666666665,0.24125786163522012,0.17533333333333334,0.14440251572327045,0.023333333333333334,0.0810062893081761,0.06533333333333333,0.0015094339622641509,0.03,0.021635220125786163,0.5285283018867925,0.20085325676933727,0.5263656195984727,22,False,0.92,0.013333333333333334,0.5466666666666666,0.10666666666666667,17.533333333333335,14.440251572327046,1982.0,1933.0
|
| 53 |
+
scsemi5,Res-S127,adult_sepsis,1500,2869,150,0.6893333333333334,0.28302544440571625,0.11466666666666667,0.08051585918438481,0.004666666666666667,0.5137678633670268,0.0026666666666666666,0.06099686301847333,0.15066666666666667,0.006273963053328686,0.038,0.05542000697107006,1.1697028000464738,0.6257106668008753,0.5179065867252984,35,False,0.78,0.03333333333333333,0.35333333333333333,0.15333333333333332,0.46666666666666673,51.376786336702686,1983.0,2020.0
|
| 54 |
+
scsemi5,Res-S136,adult_sepsis,1500,2882,150,0.6906666666666667,0.3650242886884108,0.19733333333333333,0.04996530187369882,0.023333333333333334,0.4961832061068702,0.007333333333333333,0.034004163775156145,0.036,0.004857737682165163,0.04533333333333334,0.04996530187369882,1.0083053435114504,0.577708857101838,0.5283139138407461,22,False,0.78,0.006666666666666667,0.5066666666666667,0.09333333333333334,2.3333333333333335,49.61832061068702,1983.0,3386.0
|
| 55 |
+
scsemi5,Res-S139,adult_sepsis,1500,2657,150,0.38466666666666666,0.3522770041400075,0.032,0.06925103500188182,0.22333333333333333,0.26345502446368085,0.30666666666666664,0.29055325555137373,0.019333333333333334,0.00978547233722243,0.034,0.014678208505833647,0.15474545226445865,0.544925151844718,0.6240673442740546,37,False,0.47333333333333333,0.05333333333333334,0.05333333333333334,0.08,22.333333333333332,26.345502446368087,1980.0,1637.0
|
| 56 |
+
scsemi5,Res-S146,adult_sepsis,1500,7172,150,0.746,0.5679029559397658,0.14933333333333335,0.1100111544896821,0.0,0.23243167875069715,0.0,0.04294478527607362,0.07066666666666667,0.013943112102621304,0.034,0.032766313441160065,0.5507529280535415,0.23080649551284937,0.4869608718364125,7,False,0.66,0.03333333333333333,0.56,0.11333333333333333,0.0,23.243167875069716,1981.0,2707.0
|
| 57 |
+
scsemi5,Res-S149,adult_sepsis,1500,7304,150,0.7446666666666667,0.37089266155531214,0.16933333333333334,0.10282037239868565,0.021333333333333333,0.40963855421686746,0.004666666666666667,0.06489594742606791,0.021333333333333333,0.003696604600219058,0.03866666666666667,0.04805585980284775,0.9158473895582331,0.4013818720933217,0.5279223672029097,11,False,0.5933333333333334,0.04666666666666667,0.28,0.06,2.1333333333333333,40.963855421686745,1981.0,2356.0
|
| 58 |
+
scsemi5,Res-S164,adult_sepsis,1500,6275,150,0.7413333333333333,0.5641434262948207,0.0033333333333333335,0.0796812749003984,0.088,0.21529880478087648,0.008666666666666666,0.08366533864541832,0.08466666666666667,0.020239043824701194,0.074,0.03697211155378486,0.5572908366533864,0.21333424293809833,0.5035502533108025,11,False,0.9466666666666667,0.04666666666666667,0.5,0.07333333333333333,8.799999999999999,21.529880478087648,1984.0,2196.0
|
| 59 |
+
scsemi5,Res-S166,adult_sepsis,1500,6119,150,0.728,0.29874162444843927,0.19133333333333333,0.20934793266873672,0.021333333333333333,0.3784932178460533,0.004666666666666667,0.07991501879392057,0.011333333333333334,0.002941657133518549,0.043333333333333335,0.030560549109331592,0.9008456719507545,0.41755653117575714,0.5291304944993978,28,False,0.52,0.07333333333333333,0.11333333333333333,0.07333333333333333,2.1333333333333333,37.84932178460533,1979.0,2014.0
|
| 60 |
+
scsemi5,Res-S174,adult_sepsis,1500,5645,150,0.7033333333333334,0.5465013286093888,0.01,0.09619131975199291,0.08933333333333333,0.20974313551815765,0.002,0.047475642161204604,0.14466666666666667,0.011160318866253321,0.050666666666666665,0.08892825509300266,0.5806767050487157,0.21940787762835773,0.5138638298648428,8,False,0.9666666666666667,0.03333333333333333,0.6133333333333333,0.08,8.933333333333334,20.974313551815765,1983.0,2116.0
|
| 61 |
+
scsemi5,Res-S177,adult_sepsis,1500,5361,150,0.7693333333333333,0.4982279425480321,0.008666666666666666,0.28968476030591306,0.128,0.09214698750233165,0.0013333333333333333,0.10706957657153517,0.04466666666666667,0.003171050177205745,0.048,0.009699682894982279,0.7735086737548964,0.3275576670649606,0.4903769466287012,15,False,0.9333333333333333,0.02,0.43333333333333335,0.1,12.8,9.214698750233165,1980.0,2223.0
|
| 62 |
+
scsemi5,Res-S184,adult_sepsis,1500,8044,150,0.814,0.6473147687717553,0.08866666666666667,0.11163600198906017,0.03666666666666667,0.05494778717056191,0.0,0.18274490303331675,0.028,0.000994530084535057,0.03266666666666666,0.002362008950770761,0.44799071771921095,0.5454295142325132,0.5006293849001904,41,False,0.8866666666666667,0.02,0.8733333333333333,0.04,3.6666666666666665,5.494778717056191,1982.0,1425.0
|
| 63 |
+
scsemi5,Res-S19,adult_sepsis,1500,8601,150,0.7893333333333333,0.628996628299035,0.13133333333333333,0.08719916288803628,0.04,0.14777351470759215,0.0013333333333333333,0.07289850017439832,0.004,0.001860248808278107,0.034,0.061271945122660154,0.4132212533426345,0.3193109024640792,0.5519849071316681,17,False,0.58,0.10666666666666667,0.7866666666666666,0.08666666666666667,4.0,14.777351470759214,1983.0,3805.0
|
| 64 |
+
scsemi5,Res-S26,adult_sepsis,1500,6036,150,0.9186666666666666,0.6973161033797217,0.007333333333333333,0.145791915175613,0.04133333333333333,0.023028495692511596,0.0013333333333333333,0.11911862160371106,0.0006666666666666666,0.0001656726308813784,0.030666666666666665,0.0145791915175613,0.5124877402253147,0.5178210693570862,0.489364142239475,11,False,0.9,0.03333333333333333,0.82,0.03333333333333333,4.133333333333333,2.3028495692511597,1982.0,3953.0
|
| 65 |
+
scsemi5,Res-S40,adult_sepsis,1500,7105,150,0.762,0.8508092892329345,0.14933333333333335,0.0944405348346235,0.04133333333333333,0.007881773399014778,0.0006666666666666666,0.03293455313159747,0.013333333333333334,0.0009852216748768472,0.03333333333333333,0.01294862772695285,0.24215435139573066,0.7449023794889962,0.5362137457284502,3,False,0.7666666666666667,0.02666666666666667,0.8533333333333334,0.18,4.133333333333333,0.7881773399014778,1984.0,2322.0
|
| 66 |
+
scsemi5,Res-S87,adult_sepsis,1500,3841,150,0.8166666666666667,0.3967716740432179,0.07533333333333334,0.01900546732621713,0.04733333333333333,0.4712314501431919,0.0006666666666666666,0.058318146316063524,0.032,0.014579536579015881,0.028,0.040093725592293676,0.9872866441030983,0.5443350303785499,0.5338544341575521,16,False,0.64,0.12666666666666668,0.7866666666666666,0.08666666666666667,4.733333333333333,47.12314501431919,1979.0,1793.0
|
| 67 |
+
scsemi5,Skin-S140,adult_sepsis,1500,7668,150,0.844,0.2646061554512259,0.09533333333333334,0.23735002608242045,0.032,0.3272039645279082,0.0,0.042383933229003655,0.0013333333333333333,0.0003912363067292645,0.027333333333333334,0.12806468440271257,1.1606718831507565,0.5250781171639936,0.5456525920822136,1,True,0.9866666666666667,0.04,0.7466666666666667,0.08,3.2,32.720396452790816,1984.0,2069.5
|
| 68 |
+
scsemi5,Skin-S142,adult_sepsis,1500,6090,150,0.658,0.2761904761904762,0.21333333333333335,0.02857142857142857,0.028666666666666667,0.6172413793103448,0.048,0.0277504105090312,0.015333333333333332,0.007060755336617406,0.03666666666666667,0.04318555008210181,1.1901871921182268,0.8249618301208155,0.5861477280487697,4,False,0.4866666666666667,0.03333333333333333,0.22666666666666666,0.09333333333333334,2.8666666666666667,61.724137931034484,1982.0,2405.5
|
| 69 |
+
scsemi5,Skin-S152,adult_sepsis,1500,6429,150,0.49933333333333335,0.3621091927204853,0.044,0.07481723440659512,0.202,0.4316378908072795,0.19066666666666668,0.1028153678643646,0.030666666666666665,0.01835433193342666,0.03333333333333333,0.01026598226784881,0.5209102504277492,0.5226637188306422,0.567376444693075,33,False,0.64,0.05333333333333334,0.28,0.2,20.200000000000003,43.16378908072795,1979.0,2447.0
|
| 70 |
+
scsemi5,Skin-S38,adult_sepsis,1500,9976,150,0.888,0.8330994386527666,0.09933333333333333,0.13572574178027266,0.0013333333333333333,0.00020048115477145148,0.006,0.02475942261427426,0.0006666666666666666,0.00020048115477145148,0.004666666666666667,0.006014434643143544,0.11299919807538099,0.7090166296291821,0.5209609426056898,30,False,0.7133333333333334,0.02,0.4,0.04666666666666667,0.13333333333333333,0.020048115477145148,1984.0,1675.0
|
| 71 |
+
scsemi5,Skin-S43,adult_sepsis,1500,7439,150,0.9133333333333333,0.7525205000672134,0.01,0.07554778868127436,0.03333333333333333,0.05135098803602635,0.002,0.015459067078908456,0.0013333333333333333,0.0016131200430165346,0.04,0.10350853609356096,0.32162566653224,0.6551939453827396,0.5364626965001921,3,False,0.94,0.10666666666666667,0.9266666666666666,0.13333333333333333,3.3333333333333335,5.135098803602635,1983.0,2254.0
|
| 72 |
+
scsemi5,Skin-S46,adult_sepsis,1500,7902,150,0.732,0.5565679574791192,0.18,0.120222728423184,0.037333333333333336,0.08225765628954695,0.012,0.07314603897747406,0.0013333333333333333,0.0013920526449000253,0.037333333333333336,0.16641356618577574,0.47041862819539354,0.38559767006214196,0.5882762835647853,10,False,0.7066666666666667,0.22666666666666666,0.4866666666666667,0.18,3.733333333333334,8.225765628954695,1981.0,1723.0
|
| 73 |
+
scsemi5,Skin-S52,adult_sepsis,1500,8592,150,0.9746666666666667,0.6380353817504656,0.0,0.31797020484171323,0.0,0.00034916201117318437,0.0,0.02292830540037244,0.0,0.0,0.025333333333333333,0.020716945996275604,0.6824953445065176,0.6086377457396112,0.4264298872471942,9,False,1.0,0.06666666666666667,1.0,0.12666666666666668,0.0,0.034916201117318434,1982.0,1988.5
|
| 74 |
+
scsemi5,Uri-S134,adult_sepsis,1500,9030,150,0.49533333333333335,0.3501661129568106,0.03333333333333333,0.038981173864894796,0.22866666666666666,0.5069767441860465,0.16933333333333334,0.037541528239202655,0.018,0.0035437430786267998,0.05533333333333333,0.06279069767441861,0.5828305647840533,0.6255682757532063,0.6182882258206147,4,False,0.6133333333333333,0.08666666666666667,0.20666666666666667,0.21333333333333335,22.866666666666667,50.697674418604656,1980.0,2577.0
|
| 75 |
+
scsemi5,Uri-S147,adult_sepsis,1500,7529,150,0.758,0.5427015539912339,0.017333333333333333,0.20268295922433258,0.06933333333333333,0.18262717492362865,0.002,0.031212644441492896,0.106,0.004648691725328729,0.04733333333333333,0.036126975693983265,0.6557122238455749,0.1818529391606862,0.5128933483970533,9,False,0.94,0.006666666666666667,0.6333333333333333,0.09333333333333334,6.933333333333333,18.262717492362864,1980.0,2024.0
|
| 76 |
+
scsemi5,Uri-S157,adult_sepsis,1500,6514,150,0.49133333333333334,0.31393920785999385,0.038,0.3042677310408351,0.19133333333333333,0.3042677310408351,0.186,0.04359840343874731,0.06133333333333333,0.0033773411114522566,0.032,0.030549585508136322,0.7584042574966738,0.45498426489467375,0.5736845756746041,28,False,0.5666666666666667,0.02,0.22,0.14,19.133333333333333,30.42677310408351,1981.0,2105.5
|
| 77 |
+
scsemi5,Uri-S20,adult_sepsis,1500,4516,150,0.7786666666666666,0.41054030115146145,0.13533333333333333,0.0812666076173605,0.04466666666666667,0.3961470327723649,0.0033333333333333335,0.03897254207263064,0.004,0.001550044286979628,0.034,0.07152347209920283,0.8492860938883967,0.4186876402757036,0.5374461252556987,30,False,0.8666666666666667,0.08,0.74,0.17333333333333334,4.466666666666667,39.614703277236494,1981.0,4883.5
|
| 78 |
+
scsemi5,Uri-S93,adult_sepsis,1500,8007,150,0.6966666666666667,0.5157986761583614,0.20933333333333334,0.3058573747970526,0.05,0.08742350443362058,0.004666666666666667,0.04421131509928812,0.0026666666666666666,0.0012489072061945797,0.03666666666666667,0.0454602223054827,0.36457149993755467,0.33640316037037726,0.5749103194168548,3,False,0.8933333333333333,0.04666666666666667,0.6533333333333333,0.2733333333333333,5.0,8.742350443362058,1982.0,4595.0
|
paper-releases/pbisc-diffusion/updates/20260928T225702Z-paired-ft-scsemi-delta/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5/summary.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"schema": "paired_ft_scores.v1",
|
| 3 |
+
"dataset": "ye2026_sepsis",
|
| 4 |
+
"written_utc": "2026-09-28T14:56:00.494876+00:00",
|
| 5 |
+
"command": [
|
| 6 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py",
|
| 7 |
+
"--dataset",
|
| 8 |
+
"ye2026_sepsis",
|
| 9 |
+
"--out",
|
| 10 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0_scsemi5",
|
| 11 |
+
"--threads",
|
| 12 |
+
"6",
|
| 13 |
+
"--donors",
|
| 14 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fewshot_n5/draw0/test_samples.txt",
|
| 15 |
+
"--case-groups",
|
| 16 |
+
"adult_sepsis,ped_sepsis",
|
| 17 |
+
"--control-groups",
|
| 18 |
+
"adult_HC,adult_ICU_ctrl,ped_HC,ped_ICU_ctrl",
|
| 19 |
+
"--arm",
|
| 20 |
+
"scsemi5=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/ye2026_sepsis/fewshot_n5/draw0/scsemi5__raw.npz"
|
| 21 |
+
],
|
| 22 |
+
"arms": [
|
| 23 |
+
"scsemi5"
|
| 24 |
+
],
|
| 25 |
+
"donors": [
|
| 26 |
+
"Abd-PS04",
|
| 27 |
+
"Abd-PS05",
|
| 28 |
+
"Abd-PS07",
|
| 29 |
+
"Abd-PS19",
|
| 30 |
+
"Abd-PS20",
|
| 31 |
+
"Abd-PS23",
|
| 32 |
+
"Abd-PS27",
|
| 33 |
+
"Abd-S102",
|
| 34 |
+
"Abd-S103",
|
| 35 |
+
"Abd-S120",
|
| 36 |
+
"Abd-S123",
|
| 37 |
+
"Abd-S156",
|
| 38 |
+
"Abd-S39",
|
| 39 |
+
"Abd-S42",
|
| 40 |
+
"Abd-S47",
|
| 41 |
+
"Abd-S51",
|
| 42 |
+
"Abd-S54",
|
| 43 |
+
"Abd-S57",
|
| 44 |
+
"Abd-S79",
|
| 45 |
+
"Abd-S83",
|
| 46 |
+
"Abd-S98",
|
| 47 |
+
"HC01",
|
| 48 |
+
"HC05",
|
| 49 |
+
"HC09",
|
| 50 |
+
"HC12",
|
| 51 |
+
"HC13",
|
| 52 |
+
"HC16",
|
| 53 |
+
"IC10",
|
| 54 |
+
"IC15",
|
| 55 |
+
"IC16",
|
| 56 |
+
"IC19",
|
| 57 |
+
"IC22",
|
| 58 |
+
"IC23",
|
| 59 |
+
"PHC01",
|
| 60 |
+
"PHC02",
|
| 61 |
+
"PHC03",
|
| 62 |
+
"PHC05",
|
| 63 |
+
"PIC01",
|
| 64 |
+
"PIC02",
|
| 65 |
+
"PIC04",
|
| 66 |
+
"PIC05",
|
| 67 |
+
"Res-PS02",
|
| 68 |
+
"Res-PS03",
|
| 69 |
+
"Res-PS12",
|
| 70 |
+
"Res-PS16",
|
| 71 |
+
"Res-PS21",
|
| 72 |
+
"Res-PS22",
|
| 73 |
+
"Res-PS25",
|
| 74 |
+
"Res-PS26",
|
| 75 |
+
"Res-S10",
|
| 76 |
+
"Res-S125",
|
| 77 |
+
"Res-S127",
|
| 78 |
+
"Res-S136",
|
| 79 |
+
"Res-S139",
|
| 80 |
+
"Res-S146",
|
| 81 |
+
"Res-S149",
|
| 82 |
+
"Res-S164",
|
| 83 |
+
"Res-S166",
|
| 84 |
+
"Res-S174",
|
| 85 |
+
"Res-S177",
|
| 86 |
+
"Res-S184",
|
| 87 |
+
"Res-S19",
|
| 88 |
+
"Res-S26",
|
| 89 |
+
"Res-S40",
|
| 90 |
+
"Res-S87",
|
| 91 |
+
"Skin-S140",
|
| 92 |
+
"Skin-S142",
|
| 93 |
+
"Skin-S152",
|
| 94 |
+
"Skin-S38",
|
| 95 |
+
"Skin-S43",
|
| 96 |
+
"Skin-S46",
|
| 97 |
+
"Skin-S52",
|
| 98 |
+
"Uri-S134",
|
| 99 |
+
"Uri-S147",
|
| 100 |
+
"Uri-S157",
|
| 101 |
+
"Uri-S20",
|
| 102 |
+
"Uri-S93"
|
| 103 |
+
],
|
| 104 |
+
"n_donors": 77,
|
| 105 |
+
"reference": {
|
| 106 |
+
"cache": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/ye2026_sepsis",
|
| 107 |
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"reference_sha256": "bac12da8a241652cb75100a1b082b2be56806c9bf2fd20ce6f927f19683ea5b8",
|
| 108 |
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"features_sha256": "0cfda4b0cf1caf5e5319d071697c228d894e992fd090e2b3ed450bd6c9887d46",
|
| 109 |
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"n_r1_cells": 11550,
|
| 110 |
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"pca": {
|
| 111 |
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"n_components": 50,
|
| 112 |
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"explained_variance_ratio_sum": 0.3363947570323944,
|
| 113 |
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"n_fit_cells": 11550
|
| 114 |
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},
|
| 115 |
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"r2_control": {
|
| 116 |
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"precision": 0.9814718614718615,
|
| 117 |
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"coverage": 0.9997402597402597,
|
| 118 |
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"density": 1.308891774891775,
|
| 119 |
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"n_query": 11550,
|
| 120 |
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"depth_matched": {
|
| 121 |
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"precision": 0.9809523809523809,
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| 122 |
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"coverage": 0.9996536796536797,
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| 123 |
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"density": 1.2988051948051949
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| 124 |
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}
|
| 125 |
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},
|
| 126 |
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"observed_l1_loo_null_mean": 0.5124478114694226
|
| 127 |
+
},
|
| 128 |
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"contrast_definition": {
|
| 129 |
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"enabled": true,
|
| 130 |
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"rule": "explicit --case-groups / --control-groups",
|
| 131 |
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"group_source": "features groups",
|
| 132 |
+
"case_groups": [
|
| 133 |
+
"adult_sepsis",
|
| 134 |
+
"ped_sepsis"
|
| 135 |
+
],
|
| 136 |
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|
| 137 |
+
"adult_HC",
|
| 138 |
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"adult_ICU_ctrl",
|
| 139 |
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"ped_HC",
|
| 140 |
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"ped_ICU_ctrl"
|
| 141 |
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],
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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| 146 |
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