Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_cibersortx/contrast.csv +17 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_cibersortx/per_donor.csv +78 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_cibersortx/summary.json +157 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_full/contrast.csv +17 -0
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_cibersortx/contrast.csv
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genes,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast
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zero_filled,T cell,mean_cp10k,3267,-0.026651943329887844,0.2674058776426976,-0.14256413314838465,0.3762955708398761
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zero_filled,T cell,pseudobulk_log1p_cpm,3267,0.04097039490980576,0.2289561663328621,-0.09736119363082472,0.5299742226027215
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| 4 |
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zero_filled,B cell,mean_cp10k,3307,0.08796091888252441,0.2947135505142224,0.06150813196030555,0.1000273394253305
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zero_filled,B cell,pseudobulk_log1p_cpm,3307,0.1341027556305896,0.29321258816714024,0.08653755558089399,0.1797907912705455
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| 6 |
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zero_filled,Monocyte,mean_cp10k,3299,0.2893778306694032,0.5404162642066815,0.1542474334824432,0.3069075171396963
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zero_filled,Monocyte,pseudobulk_log1p_cpm,3299,0.1786777608484515,0.6043259179152038,-0.0896919463821266,0.4038421093806307
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| 8 |
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zero_filled,NK cell,mean_cp10k,3251,0.0620351325334476,0.2032508698563803,0.02899413118565356,0.16751391250927342
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| 9 |
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zero_filled,NK cell,pseudobulk_log1p_cpm,3251,0.08667682169390313,0.06220697008500626,0.07229265500311172,0.27981375047212614
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| 10 |
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covered,T cell,mean_cp10k,3041,-0.029983990117818975,0.2580413253524249,-0.24927770941566535,0.6177455289104666
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| 11 |
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covered,T cell,pseudobulk_log1p_cpm,3041,0.044160204068337996,0.2504032299655406,-0.17580017805116116,0.6767570420239377
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| 12 |
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covered,B cell,mean_cp10k,2074,0.17957315500326756,0.3405456691667674,0.10916160188977643,0.23431100420193524
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| 13 |
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covered,B cell,pseudobulk_log1p_cpm,2074,0.23989865476378044,0.4399781503342566,0.1134593152983059,0.3263569084303914
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| 14 |
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covered,Monocyte,mean_cp10k,1582,0.4259908289329535,0.6239751257827614,0.011111396165591455,0.6724047873772383
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| 15 |
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covered,Monocyte,pseudobulk_log1p_cpm,1582,0.33318368197390374,0.6657711494605997,-0.23862985882730123,0.6932041754492133
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| 16 |
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covered,NK cell,mean_cp10k,2016,0.09736590218365292,0.2528002778038447,0.016959354352362628,0.3237380289722245
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| 17 |
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covered,NK cell,pseudobulk_log1p_cpm,2016,0.1481489999215595,0.2097633670899092,0.060942096335446734,0.45302457246206995
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_cibersortx/per_donor.csv
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| 1 |
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donor,group,bp_comp_l1_final_cells,bp_comp_l1_first_cells,bp_comp_l1_final_mrna,bp_comp_l1_first_mrna,lora_comp_l1,bp_first_T cell,bp_final_T cell,obs_T cell,bp_first_B cell,bp_final_B cell,obs_B cell,bp_first_Monocyte,bp_final_Monocyte,obs_Monocyte,bp_first_NK cell,bp_final_NK cell,obs_NK cell,bp_first_DC,bp_final_DC,obs_DC,bp_first_Other,bp_final_Other,obs_Other
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| 2 |
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Abd-PS04,ped_sepsis,0.3519691653908623,0.3519691653908623,0.4726972788742577,0.4726972788742577,0.5624055790053222,0.06060027345322617,0.06060027345322617,0.14094329234721967,0.07466491445145275,0.07466491445145275,0.17030647825289044,0.5972569263715134,0.5972569263715134,0.5608368507983116,0.0814693585326361,0.0814693585326361,0.02147182969352175,0.07112410867188272,0.07112410867188272,0.003853918150119288,0.11488441851928874,0.11488441851928874,0.10258763075793724
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| 3 |
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Abd-PS05,ped_sepsis,0.7359624847019728,0.7359624847019728,0.5736079779530875,0.5736079779530875,1.0313090699017908,0.14042113107021753,0.14042113107021753,0.30387059503177355,0.3060918465179884,0.3060918465179884,0.5060658578856152,0.12929361195326897,0.12929361195326897,0.07019064124783363,0.12932048373066327,0.12932048373066327,0.0891103408434431,0.004396594618866696,0.004396594618866696,0.008954361640670132,0.2904763321089953,0.2904763321089953,0.021808203350664357
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| 4 |
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Abd-PS07,ped_sepsis,0.8114287953010335,0.8114287953010335,0.8172498224739865,0.8172498224739865,0.4015207373271889,0.4839559861484123,0.4839559861484123,0.8626152073732719,0.007962091814869458,0.007962091814869458,0.023329493087557603,0.019433982792503298,0.019433982792503298,0.002304147465437788,0.458401781009494,0.458401781009494,0.09331797235023041,0.02378877209736728,0.02378877209736728,0.0002880184331797235,0.006457386137353594,0.006457386137353594,0.018145161290322582
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| 5 |
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Abd-PS19,ped_sepsis,0.38016706415696566,0.38016706415696566,0.43587791931568254,0.43587791931568254,0.5023440213760854,0.45143351938836573,0.45143351938836573,0.4622995991983968,0.08980989863086768,0.08980989863086768,0.11209919839679358,0.13678427234717352,0.13678427234717352,0.2937124248496994,0.17582921258996514,0.17582921258996514,0.05586172344689379,0.061803474307497136,0.061803474307497136,0.0156563126252505,0.08433962273613076,0.08433962273613076,0.06037074148296593
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| 6 |
+
Abd-PS20,ped_sepsis,0.42578731976162854,0.42578731976162854,0.233873181443865,0.233873181443865,0.1984620733827432,0.5178620924913001,0.5178620924913001,0.30496843261048584,0.4821379075086999,0.4821379075086999,0.5780949766675817,0.0,0.0,0.08770244304144935,0.0,0.0,0.007823222618720834,0.0,0.0,0.0005489980785067252,0.0,0.0,0.02086192698325556
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| 7 |
+
Abd-PS23,ped_sepsis,0.6159551033884462,0.6159551033884462,0.39113107281444703,0.39113107281444703,1.2967488202985995,0.3060162385635915,0.3060162385635915,0.2529589231840334,0.2500058207860575,0.2500058207860575,0.3272220932931075,0.09306856703761852,0.09306856703761852,0.32142028312833604,0.013139288145131791,0.013139288145131791,0.013460199582269667,0.0,0.0,0.002088651659317707,0.33777008546760073,0.33777008546760073,0.08284984915293572
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| 8 |
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Abd-PS27,ped_sepsis,0.39056937069359,0.39056937069359,0.3773324068499543,0.3773324068499543,0.548883278526219,0.8033162257891995,0.8033162257891995,0.6126021003500584,0.011868213591082855,0.011868213591082855,0.06078285774901877,0.0522134134004493,0.0522134134004493,0.13196138750397793,0.0,0.0,0.010289593720165482,0.007540751909351196,0.007540751909351196,0.0029701920016972526,0.12506139530991722,0.12506139530991722,0.1813938686750822
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| 9 |
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Abd-S102,adult_sepsis,1.2397202233124063,1.2397202233124063,1.29487131863355,1.29487131863355,0.8616467619848612,0.16701959598934302,0.16701959598934302,0.47981497056349875,0.11453781275589768,0.11453781275589768,0.39318755256518084,0.29696737179757743,0.29696737179757743,0.0053616484440706475,0.0674638925506168,0.0674638925506168,0.095878889823381,0.04253407432860409,0.04253407432860409,0.0007359125315391085,0.3114772525779611,0.3114772525779611,0.02502102607232969
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| 10 |
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Abd-S103,adult_sepsis,0.6498915267227023,0.6498915267227023,0.569036003765816,0.569036003765816,0.86260978456967,0.25389555487180127,0.25389555487180127,0.4813753581661891,0.05057606476589247,0.05057606476589247,0.14782977820227103,0.09261118803273681,0.09261118803273681,0.0024408362517245037,0.05036573626651089,0.05036573626651089,0.04393505253104107,0.0,0.0,0.00021224663058473945,0.5525514560630587,0.5525514560630587,0.3242067282181895
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| 11 |
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Abd-S120,adult_sepsis,0.4075326206500378,0.4075326206500378,0.4004613289832863,0.4004613289832863,0.7816113897054585,0.30766958811459943,0.30766958811459943,0.3140238630468615,0.0673858015377341,0.0673858015377341,0.11049628220646723,0.310163255927887,0.310163255927887,0.46446481065191075,0.22103449795893165,0.22103449795893165,0.07297250561992046,0.05004406862756931,0.05004406862756931,0.0008646031471554556,0.043702787833278446,0.043702787833278446,0.03717793532768459
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| 12 |
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Abd-S123,adult_sepsis,0.5955304252563824,0.5955304252563824,0.4032355498060344,0.4032355498060344,1.485342646981002,0.08124959110060845,0.08124959110060845,0.16986823305286552,0.06228523398942868,0.06228523398942868,0.08779171297031275,0.31913812706983324,0.31913812706983324,0.5027782187648833,0.26205164150289545,0.26205164150289545,0.10938244165740593,0.037652211442753145,0.037652211442753145,0.0007937767899666614,0.23762319489448108,0.23762319489448108,0.1293856167645658
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| 13 |
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Abd-S156,adult_sepsis,0.5033733198951427,0.5033733198951427,0.5144014290649788,0.5144014290649788,1.088669331810394,0.1938642734942555,0.1938642734942555,0.3343803540833809,0.008505981398191394,0.008505981398191394,0.08209594517418618,0.3564799212536425,0.3564799212536425,0.39406053683609366,0.13306530672465247,0.13306530672465247,0.0910908052541405,0.065938410881066,0.065938410881066,0.0012849800114220445,0.2421461062481921,0.2421461062481921,0.0970873786407767
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| 14 |
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Abd-S39,adult_sepsis,0.7564429656352047,0.7564429656352047,0.48566789655184855,0.48566789655184855,1.5422742173541522,0.12150258831881858,0.12150258831881858,0.13819622465625728,0.043076219921248896,0.043076219921248896,0.06152412025168958,0.35128719045882656,0.35128719045882656,0.6933115823817292,0.16527624179160771,0.16527624179160771,0.049638778839431366,0.0003427212334453824,0.0003427212334453824,0.0013982754602656724,0.318515038276053,0.318515038276053,0.05593101841062689
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| 15 |
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Abd-S42,adult_sepsis,0.6921748436812277,0.6921748436812277,0.7225952790085652,0.7225952790085652,0.1635809349779199,0.4232809805563024,0.4232809805563024,0.5748439165524593,0.0,0.0,0.09760925841327851,0.12626266438036787,0.12626266438036787,0.17039744175422566,0.3604620032400185,0.3604620032400185,0.05862646566164154,0.045926926138283905,0.045926926138283905,0.0016750418760469012,0.04406742568502739,0.04406742568502739,0.0968478757423481
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| 16 |
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Abd-S47,adult_sepsis,0.3256965653323236,0.3256965653323236,0.21025047820828896,0.21025047820828896,0.1031228202233094,0.8597675183266184,0.8597675183266184,0.7027976414502571,0.11476542722253692,0.11476542722253692,0.20474219044034625,0.01709229458899298,0.01709229458899298,0.03224187680341237,0.0,0.0,0.019069125580228326,0.006505679657571272,0.006505679657571272,0.0006272738677706687,0.001869080204280457,0.001869080204280457,0.040521891857985194
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| 17 |
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Abd-S51,adult_sepsis,0.4452358236157363,0.4452358236157363,0.490771283124404,0.490771283124404,0.5102908472930323,0.28841383982193686,0.28841383982193686,0.25273124544792425,0.16727936915440506,0.16727936915440506,0.269482884195193,0.23634298765148762,0.23634298765148762,0.3551347414420976,0.14157230714945876,0.14157230714945876,0.03670793882010197,0.08352761334339166,0.08352761334339166,0.0014566642388929353,0.08286388287931996,0.08286388287931996,0.08448652585579024
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| 18 |
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Abd-S54,adult_sepsis,0.7309910712981689,0.7309910712981689,0.7328747171479646,0.7328747171479646,0.4997973906369914,0.19511644948401405,0.19511644948401405,0.4854182655410591,0.0612861985455917,0.0612861985455917,0.1364799181376311,0.11329607100652819,0.11329607100652819,0.012918905090816066,0.5236435733847976,0.5236435733847976,0.340752110514198,0.050823897008204416,0.050823897008204416,0.0011511895625479663,0.05583381057086399,0.05583381057086399,0.023279611153747763
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| 19 |
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Abd-S66,adult_sepsis,0.9595918883611708,0.9595918883611708,0.9993065603415541,0.9993065603415541,0.6558174343485191,0.16754683211970237,0.16754683211970237,0.49295242889504154,0.08441640575191743,0.08441640575191743,0.23873647118046817,0.3271390673716938,0.3271390673716938,0.03788069468915178,0.36566578599980076,0.36566578599980076,0.18688648376541656,0.012135817715710566,0.012135817715710566,0.0003775484520513466,0.04309609104117513,0.04309609104117513,0.04316637301787063
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| 20 |
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Abd-S79,adult_sepsis,0.6778187565405777,0.6778187565405777,0.9083620772322119,0.9083620772322119,0.5455196419691696,0.44463774024611574,0.44463774024611574,0.5500994530084535,0.08369090123518753,0.08369090123518753,0.30892590750870214,0.3314791659193284,0.3314791659193284,0.024365987071108902,0.09714947426539107,0.09714947426539107,0.09373446046742914,0.028505501884674246,0.028505501884674246,0.00012431626056688214,0.01453721644930309,0.01453721644930309,0.022749875683739432
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| 21 |
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Abd-S83,adult_sepsis,1.4376907185942307,1.4376907185942307,1.5045289142183358,1.5045289142183358,1.1237444569710635,0.0,0.0,0.3924947656627476,0.009484088344695317,0.009484088344695317,0.16991464003865356,0.30294004937456076,0.30294004937456076,0.049927524561120956,0.13541672726558168,0.13541672726558168,0.3013367692059913,0.06078966049846101,0.06078966049846101,0.0009663391850539539,0.4913694745167012,0.4913694745167012,0.0853599613464326
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| 22 |
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Abd-S98,adult_sepsis,1.382990608377977,1.382990608377977,1.4555066180609875,1.4555066180609875,0.2839201596806387,0.1608506940874442,0.1608506940874442,0.7477045908183633,0.004939430865283853,0.004939430865283853,0.10958083832335329,0.3510918008656763,0.3510918008656763,0.019560878243512974,0.2947476215174257,0.2947476215174257,0.11037924151696607,0.06863693634090347,0.06863693634090347,0.0015968063872255488,0.11973351632326641,0.11973351632326641,0.011177644710578843
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| 23 |
+
HC01,adult_HC,0.527886941084301,0.527886941084301,0.7900320189143382,0.7900320189143382,0.117732428978669,0.5974222450591308,0.5974222450591308,0.5901897178806645,0.03622103400686004,0.03622103400686004,0.09938071365378945,0.013051490607195213,0.013051490607195213,0.1862774009633343,0.2063249712998558,0.2063249712998558,0.06772830040302762,0.146522804856515,0.146522804856515,0.028408532389658903,0.0004574541704433345,0.0004574541704433345,0.028015334709525212
|
| 24 |
+
HC05,adult_HC,0.6665253879046482,0.6665253879046482,0.6910095100991974,0.6910095100991974,0.1023927765237021,0.4970238498233619,0.4970238498233619,0.6924604966139954,0.053505781280747435,0.053505781280747435,0.09498871331828443,0.0,0.0,0.08099322799097065,0.4054323949474059,0.4054323949474059,0.10455981941309254,0.044037973948484806,0.044037973948484806,0.01164785553047404,0.0,0.0,0.015349887133182845
|
| 25 |
+
HC07,adult_HC,0.7877815092943281,0.7877815092943281,0.8503110640671505,0.8503110640671505,0.4156635412420166,0.23740567368662838,0.23740567368662838,0.3848348960456584,0.00014500664466961878,0.00014500664466961878,0.03770892784345699,0.040930708417023495,0.040930708417023495,0.21962902568283735,0.5984721639837626,0.5984721639837626,0.3080921320831635,0.12277285075308758,0.12277285075308758,0.019262128006522626,0.0002735965148284235,0.0002735965148284235,0.03047289033836119
|
| 26 |
+
HC09,adult_HC,0.5940037114317488,0.5940037114317488,0.6952731042802547,0.6952731042802547,0.0955875180822484,0.5378406438024892,0.5378406438024892,0.6319487497416821,0.020250189766623992,0.020250189766623992,0.06013639181649101,0.01884820759453287,0.01884820759453287,0.1529241578838603,0.35128428025527736,0.35128428025527736,0.11365984707584212,0.07177667858107643,0.07177667858107643,0.012399256044637322,0.0,0.0,0.028931597437487085
|
| 27 |
+
HC12,adult_HC,0.5648081591353817,0.5648081591353817,0.6606429002775009,0.6606429002775009,0.2195698924731184,0.47328619013075185,0.47328619013075185,0.5456989247311828,0.00887374442051692,0.00887374442051692,0.05725806451612903,0.006708116496658808,0.006708116496658808,0.14623655913978495,0.4331502732445162,0.4331502732445162,0.2196236559139785,0.07774842997908879,0.07774842997908879,0.008870967741935484,0.00023324572846766275,0.00023324572846766275,0.022311827956989248
|
| 28 |
+
HC13,adult_HC,0.497160403305453,0.497160403305453,0.5410671430769413,0.5410671430769413,0.2631917713381465,0.4851442182803968,0.4851442182803968,0.5676985461378696,0.04902501067654666,0.04902501067654666,0.0842646622490357,0.004990020484657335,0.004990020484657335,0.11433092671348037,0.40644380075910896,0.40644380075910896,0.20393630699238452,0.054182687116543136,0.054182687116543136,0.008109979230540996,0.00021426268274724148,0.00021426268274724148,0.021659578676688756
|
| 29 |
+
HC16,adult_HC,0.8725596137303089,0.8725596137303089,0.886463109050465,0.886463109050465,0.4334293044865128,0.27012155016011213,0.27012155016011213,0.511441647597254,0.0018648390595857177,0.0018648390595857177,0.05325566881630955,0.0,0.0,0.1367796962762638,0.6778385764881659,0.6778385764881659,0.28073642604535054,0.04978718419433816,0.04978718419433816,0.010609527771999168,0.00038785009779789887,0.00038785009779789887,0.007177033492822967
|
| 30 |
+
IC10,adult_ICU_ctrl,0.5001619909266305,0.5001619909266305,0.4783138241733351,0.4783138241733351,0.3406510305614783,0.53363745499302,0.53363745499302,0.5834221748400853,0.06300616063317639,0.06300616063317639,0.12526652452025586,0.03174020767381455,0.03174020767381455,0.16977611940298507,0.226940500480409,0.226940500480409,0.09461620469083155,0.028987456759792585,0.028987456759792585,0.003598081023454158,0.1156882194597874,0.1156882194597874,0.02332089552238806
|
| 31 |
+
IC15,adult_ICU_ctrl,0.7289900234086356,0.7289900234086356,0.8659750201403799,0.8659750201403799,0.083588084232152,0.5211961781698266,0.5211961781698266,0.5791602465331279,0.0,0.0,0.045839753466872114,0.05454263679768079,0.05454263679768079,0.278954802259887,0.3304700245548602,0.3304700245548602,0.04840780688238315,0.09289761170004833,0.09289761170004833,0.0104648176682075,0.0008935487775842271,0.0008935487775842271,0.03717257318952234
|
| 32 |
+
IC16,adult_ICU_ctrl,0.3546597143447684,0.3546597143447684,0.3871381760746362,0.3871381760746362,0.5170434782608695,0.21381838237318862,0.21381838237318862,0.3391304347826087,0.10172132567181855,0.10172132567181855,0.1537391304347826,0.3434091675872628,0.3434091675872628,0.3226086956521739,0.26793381316651566,0.26793381316651566,0.15878260869565217,0.014176630545362945,0.014176630545362945,0.003130434782608696,0.058940680655851625,0.058940680655851625,0.022608695652173914
|
| 33 |
+
IC19,adult_ICU_ctrl,0.5146683305175639,0.5146683305175639,0.6388443742262234,0.6388443742262234,0.8166344312076618,0.3855116721933966,0.3855116721933966,0.3690259285213735,0.0385551373151063,0.0385551373151063,0.09067974772249475,0.2530945796966093,0.2530945796966093,0.4583041345480028,0.06550469554736231,0.06550469554736231,0.045269796776454096,0.12254824564013875,0.12254824564013875,0.0005606166783461808,0.13478566960738678,0.13478566960738678,0.03615977575332866
|
| 34 |
+
IC22,adult_ICU_ctrl,0.8368716055973521,0.8368716055973521,0.7574518611648177,0.7574518611648177,0.6975725359911404,0.25788569545386586,0.25788569545386586,0.16753678215472234,0.005007492434788394,0.005007492434788394,0.01613668723303275,0.31552205834982927,0.31552205834982927,0.722828666350261,0.2183630554221165,0.2183630554221165,0.019933554817275746,0.12089906227511814,0.12089906227511814,0.04129093497864262,0.08232263606428172,0.08232263606428172,0.0322733744660655
|
| 35 |
+
IC23,adult_ICU_ctrl,0.6011604789799181,0.6011604789799181,0.49559023402590197,0.49559023402590197,0.3170361550747785,0.5947661867847873,0.5947661867847873,0.42819805430521274,0.08247301761658037,0.08247301761658037,0.11986351096268331,0.145623960840317,0.145623960840317,0.3843473210396399,0.0,0.0,0.024466385944533178,0.07750350021228666,0.07750350021228666,0.007840859590532889,0.09963333454602874,0.09963333454602874,0.03528386815739799
|
| 36 |
+
PHC01,ped_HC,0.35688776005105216,0.35688776005105216,0.43691512626538864,0.43691512626538864,0.323853752304735,0.5721803368088519,0.5721803368088519,0.5416029186771801,0.14813394759609755,0.14813394759609755,0.15381899493939039,0.00798917325342146,0.00798917325342146,0.06731787689772861,0.22613926013683863,0.22613926013683863,0.10862657408497117,0.04459409595496789,0.04459409595496789,0.014240320112981052,0.0009631862498225237,0.0009631862498225237,0.11439331528774861
|
| 37 |
+
PHC02,ped_HC,0.33075549402308646,0.33075549402308646,0.43542955141697826,0.43542955141697826,0.1178248197576315,0.6410513557973474,0.6410513557973474,0.5781561589200798,0.2209532721200083,0.2209532721200083,0.16643657002607762,0.025265239233135763,0.025265239233135763,0.16612977450529223,0.0717513106782701,0.0717513106782701,0.057984353428439946,0.0409483922477935,0.0409483922477935,0.006749501457278723,3.042992344502663e-05,3.042992344502663e-05,0.02454364166283172
|
| 38 |
+
PHC03,ped_HC,0.1608471494912421,0.1608471494912421,0.234225390406527,0.234225390406527,0.1971498927855018,0.7258255360632152,0.7258255360632152,0.6757626063498651,0.1595639745384629,0.1595639745384629,0.17804523760116206,0.0,0.0,0.055613197758871136,0.0824876685682077,0.0824876685682077,0.07273293214359826,0.03212282083011439,0.03212282083011439,0.011516912222452791,0.0,0.0,0.006329113924050633
|
| 39 |
+
PIC01,ped_ICU_ctrl,0.35013306924792237,0.35013306924792237,0.3522520285871606,0.3522520285871606,0.2330105851807469,0.8007872048547886,0.8007872048547886,0.647813061713601,0.031276026678113245,0.031276026678113245,0.07070101857399641,0.017507004467263634,0.017507004467263634,0.12055122828040743,0.09466765522547801,0.09466765522547801,0.11024565608148593,0.02640635193813598,0.02640635193813598,0.004313960455362493,0.02935575683622039,0.02935575683622039,0.04637507489514679
|
| 40 |
+
PIC02,ped_ICU_ctrl,0.3821454057358622,0.3821454057358622,0.5670501027082788,0.5670501027082788,0.3215403348554033,0.4891092860334667,0.4891092860334667,0.4786910197869102,0.3913196556034472,0.3913196556034472,0.2785388127853881,0.011196761672315989,0.011196761672315989,0.14170471841704718,0.08207052854485175,0.08207052854485175,0.036225266362252664,0.025072471651157842,0.025072471651157842,0.0030441400304414,0.0012312964947605648,0.0012312964947605648,0.06179604261796043
|
| 41 |
+
PIC04,ped_ICU_ctrl,0.34334753189446776,0.34334753189446776,0.2195621663322013,0.2195621663322013,0.315762462071955,0.5047294251856093,0.5047294251856093,0.36341569137407886,0.06416172805323245,0.06416172805323245,0.08253142609449501,0.36686543364509544,0.36686543364509544,0.4273948851322063,0.012794985594019705,0.012794985594019705,0.03233636757693975,0.03686198272087898,0.03686198272087898,0.006501950585175552,0.014586444801164028,0.014586444801164028,0.08781967923710446
|
| 42 |
+
PIC05,ped_ICU_ctrl,0.2141269759012292,0.2141269759012292,0.3479001459739332,0.3479001459739332,0.1828607367475293,0.650369271727384,0.650369271727384,0.5920485175202156,0.18196657639379601,0.18196657639379601,0.18409703504043126,0.10095147152796614,0.10095147152796614,0.1637466307277628,0.0,0.0,0.021024258760107817,0.0600634884604272,0.0600634884604272,0.011320754716981131,0.006649191890426353,0.006649191890426353,0.027762803234501348
|
| 43 |
+
Res-PS02,ped_sepsis,0.3966447153442384,0.3966447153442384,0.32197980874556204,0.32197980874556204,0.4406675935939029,0.6344707861170873,0.6344707861170873,0.5892167464854009,0.14016057141794724,0.14016057141794724,0.33848292909006644,0.08021502242172453,0.08021502242172453,0.012050054070755446,0.05253645324666024,0.05253645324666024,0.05051753437355168,0.0,0.0,0.0,0.09261716679658072,0.09261716679658072,0.009732735980225553
|
| 44 |
+
Res-PS03,ped_sepsis,0.8808538972133346,0.8808538972133346,0.8693359501102936,0.8693359501102936,1.3335962251432425,0.2589726517700232,0.2589726517700232,0.15267947421638017,0.3800983738418541,0.3800983738418541,0.8156386922817661,0.23692933723329124,0.23692933723329124,0.009605662285136502,0.009606123456433092,0.009606123456433092,0.014492753623188406,0.08175953072505888,0.08175953072505888,0.0,0.032633982973339304,0.032633982973339304,0.007583417593528817
|
| 45 |
+
Res-PS12,ped_sepsis,1.003832275116628,1.003832275116628,0.8629946361893135,0.8629946361893135,0.831,0.41645130186087354,0.41645130186087354,0.18319444444444444,0.30613941799724154,0.30613941799724154,0.7847222222222222,0.19813432232058525,0.19813432232058525,0.0025,0.0,0.0,0.02277777777777778,0.0,0.0,0.0005555555555555556,0.07927495782129977,0.07927495782129977,0.00625
|
| 46 |
+
Res-PS16,ped_sepsis,0.7179356703922912,0.7179356703922912,0.5822455748661032,0.5822455748661032,0.7848900896033139,0.7662649605649187,0.7662649605649187,0.4078076455491017,0.18740600756154288,0.18740600756154288,0.5172227475347831,0.0014560827900815352,0.0014560827900815352,0.0009455626097528029,0.0,0.0,0.017695528839659597,0.0,0.0,0.00013508037282182898,0.04487294908345696,0.04487294908345696,0.05619343509388086
|
| 47 |
+
Res-PS21,ped_sepsis,0.4661236990576226,0.4661236990576226,0.34362557360328194,0.34362557360328194,1.0055781048282986,0.27487945860418944,0.27487945860418944,0.2689388071262587,0.09333145964618447,0.09333145964618447,0.19550735863671573,0.20854085039123196,0.20854085039123196,0.339426800929512,0.26605239426844596,0.26605239426844596,0.06893880712625872,0.013697115044408884,0.013697115044408884,0.002168861347792409,0.14349872204553932,0.14349872204553932,0.12501936483346243
|
| 48 |
+
Res-PS22,ped_sepsis,0.35224736842205556,0.35224736842205556,0.4329331581109052,0.4329331581109052,0.3585392221489782,0.5330161953636324,0.5330161953636324,0.5011206328279499,0.013828713563208417,0.013828713563208417,0.08147659854976928,0.23628359431541435,0.23628359431541435,0.33579433091628214,0.13644609015891052,0.13644609015891052,0.05945945945945946,0.08042540659883417,0.08042540659883417,0.013183915622940013,0.0,0.0,0.00896506262359921
|
| 49 |
+
Res-PS25,ped_sepsis,0.6013697683012555,0.6013697683012555,0.41210524917665137,0.41210524917665137,0.4960717932183351,0.6492535749989514,0.6492535749989514,0.3562792197323876,0.29238764009928836,0.29238764009928836,0.42447202966306624,0.040800190570714885,0.040800190570714885,0.18458810253103336,0.0,0.0,0.0095115266806384,0.013352959965798522,0.013352959965798522,0.005642431081734645,0.00420563436524673,0.00420563436524673,0.01950669031113977
|
| 50 |
+
Res-PS26,ped_sepsis,0.13950165829996342,0.13950165829996342,0.19598609369224188,0.19598609369224188,0.1552764266412333,0.7875962848708844,0.7875962848708844,0.7475759020823398,0.14706684689516225,0.14706684689516225,0.16436178667938325,0.06533686823395353,0.06533686823395353,0.035606421872516295,0.0,0.0,0.03195040534096328,0.0,0.0,0.001271657924018439,0.0,0.0,0.01923382610077889
|
| 51 |
+
Res-S10,adult_sepsis,0.46445271400581234,0.46445271400581234,0.43311933053119567,0.43311933053119567,0.2219758903679271,0.687243322959774,0.687243322959774,0.7626339969372129,0.01691858720659776,0.01691858720659776,0.0871716338791377,0.052558786850669365,0.052558786850669365,0.01401814112380728,0.0,0.0,0.08646483684768524,0.0,0.0,0.00011779950524207798,0.24327930298295883,0.24327930298295883,0.04959359170691483
|
| 52 |
+
Res-S125,adult_sepsis,0.41900981265961335,0.41900981265961335,0.4218316423024338,0.4218316423024338,0.0911949685534591,0.42093938153863136,0.42093938153863136,0.510188679245283,0.12251168697432924,0.12251168697432924,0.24125786163522012,0.16136223338105568,0.16136223338105568,0.14440251572327045,0.26738403818510464,0.26738403818510464,0.0810062893081761,0.0,0.0,0.0015094339622641509,0.027802659920879033,0.027802659920879033,0.021635220125786163
|
| 53 |
+
Res-S127,adult_sepsis,0.6131343686477572,0.6131343686477572,0.6297326743303417,0.6297326743303417,0.1763587777390496,0.3976651527073895,0.3976651527073895,0.28302544440571625,0.0,0.0,0.08051585918438481,0.29914535727330166,0.29914535727330166,0.5137678633670268,0.11604510096264681,0.11604510096264681,0.06099686301847333,0.1431532011313605,0.1431532011313605,0.006273963053328686,0.04399118792530143,0.04399118792530143,0.05542000697107006
|
| 54 |
+
Res-S136,adult_sepsis,0.6105605615087913,0.6105605615087913,0.6116733056179804,0.6116733056179804,0.2445847790885959,0.5300293110650169,0.5300293110650169,0.3650242886884108,0.0,0.0,0.04996530187369882,0.30713129132622663,0.30713129132622663,0.4961832061068702,0.015416481982120058,0.015416481982120058,0.034004163775156145,0.14513299605995467,0.14513299605995467,0.004857737682165163,0.0022899195666816466,0.0022899195666816466,0.04996530187369882
|
| 55 |
+
Res-S146,adult_sepsis,0.15792172624560652,0.15792172624560652,0.36718108186232695,0.36718108186232695,0.2917144450641384,0.581142361984757,0.581142361984757,0.5679029559397658,0.044755032701534754,0.044755032701534754,0.1100111544896821,0.2634205644411606,0.2634205644411606,0.23243167875069715,0.054117739598650856,0.054117739598650856,0.04294478527607362,0.037502729167392716,0.037502729167392716,0.013943112102621304,0.019061572106504172,0.019061572106504172,0.032766313441160065
|
| 56 |
+
Res-S149,adult_sepsis,0.46534544606033396,0.46534544606033396,0.5244640942347756,0.5244640942347756,0.2572179627601313,0.37668495006013003,0.37668495006013003,0.37089266155531214,0.022737946689460487,0.022737946689460487,0.10282037239868565,0.2815972170360595,0.2815972170360595,0.40963855421686746,0.22070760148308255,0.22070760148308255,0.06489594742606791,0.07476538506855361,0.07476538506855361,0.003696604600219058,0.023506899662713954,0.023506899662713954,0.04805585980284775
|
| 57 |
+
Res-S150,adult_sepsis,0.7940757103479539,0.7940757103479539,0.6233304483752024,0.6233304483752024,1.230047322540473,0.016625299296332212,0.016625299296332212,0.1229763387297634,0.08793450531059846,0.08793450531059846,0.2966998754669988,0.3925492891605619,0.3925492891605619,0.47447073474470736,0.20742222850802583,0.20742222850802583,0.07503113325031133,0.057645550086629214,0.057645550086629214,0.0,0.2378231276378524,0.2378231276378524,0.030821917808219176
|
| 58 |
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Res-S164,adult_sepsis,0.4211976662583457,0.4211976662583457,0.46857554753352176,0.46857554753352176,0.1204355909694554,0.6189948925995771,0.6189948925995771,0.5641434262948207,0.0840847804114398,0.0840847804114398,0.0796812749003984,0.034885826968412685,0.034885826968412685,0.21529880478087648,0.19877709850173225,0.19877709850173225,0.08366533864541832,0.05647114528176239,0.05647114528176239,0.020239043824701194,0.006786256237075846,0.006786256237075846,0.03697211155378486
|
| 59 |
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Res-S166,adult_sepsis,0.3338709969534013,0.3338709969534013,0.24472229968448625,0.24472229968448625,0.2074831399466143,0.4516696244087583,0.4516696244087583,0.29874162444843927,0.10552737333407901,0.10552737333407901,0.20934793266873672,0.345401994889296,0.345401994889296,0.3784932178460533,0.09386216665301395,0.09386216665301395,0.07991501879392057,0.003002007790806798,0.003002007790806798,0.002941657133518549,0.0005368329240459157,0.0005368329240459157,0.030560549109331592
|
| 60 |
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Res-S177,adult_sepsis,0.3460466672446875,0.3460466672446875,0.1778385254603315,0.1778385254603315,0.4138026487595597,0.581546213120985,0.581546213120985,0.4982279425480321,0.17517259606465946,0.17517259606465946,0.28968476030591306,0.04322738598818525,0.04322738598818525,0.09214698750233165,0.18552491153719566,0.18552491153719566,0.10706957657153517,0.014420778260936145,0.014420778260936145,0.003171050177205745,0.00010811502803858295,0.00010811502803858295,0.009699682894982279
|
| 61 |
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Res-S184,adult_sepsis,0.880945235158629,0.880945235158629,0.8921658774455772,0.8921658774455772,0.2794284767114205,0.2573252008935537,0.2573252008935537,0.6473147687717553,0.062147482372482375,0.062147482372482375,0.11163600198906017,0.2535814991544732,0.2535814991544732,0.05494778717056191,0.38876868741605003,0.38876868741605003,0.18274490303331675,0.0,0.0,0.000994530084535057,0.0381771301634407,0.0381771301634407,0.002362008950770761
|
| 62 |
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Res-S19,adult_sepsis,0.8573512764899002,0.8573512764899002,0.764157954344826,0.764157954344826,0.1250756888733867,0.32344540752810746,0.32344540752810746,0.628996628299035,0.01871744205762704,0.01871744205762704,0.08719916288803628,0.09313081806397883,0.09313081806397883,0.14777351470759215,0.31198192356581317,0.31198192356581317,0.07289850017439832,0.02562757112029266,0.02562757112029266,0.001860248808278107,0.22709683766418082,0.22709683766418082,0.061271945122660154
|
| 63 |
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Res-S26,adult_sepsis,0.7410044073513534,0.7410044073513534,0.7603676342335333,0.7603676342335333,0.2924877402253147,0.39371304458038153,0.39371304458038153,0.6973161033797217,0.0790584429301578,0.0790584429301578,0.145791915175613,0.2044255829819089,0.2044255829819089,0.023028495692511596,0.2160634712728337,0.2160634712728337,0.11911862160371106,0.0,0.0,0.0001656726308813784,0.10673945823471806,0.10673945823471806,0.0145791915175613
|
| 64 |
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Res-S40,adult_sepsis,0.7168348004307195,0.7168348004307195,0.8869975500918429,0.8869975500918429,0.2971663148017827,0.4932827789757368,0.4932827789757368,0.8508092892329345,0.09354964487646147,0.09354964487646147,0.0944405348346235,0.11473729497961718,0.11473729497961718,0.007881773399014778,0.1713162000220419,0.1713162000220419,0.03293455313159747,0.0566715816613526,0.0566715816613526,0.0009852216748768472,0.07044249948479003,0.07044249948479003,0.01294862772695285
|
| 65 |
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Res-S77,adult_sepsis,0.9030849038458505,0.9030849038458505,1.0134511514799223,1.0134511514799223,0.2862750726123355,0.40753798657132184,0.40753798657132184,0.685033316248078,0.05775708072666519,0.05775708072666519,0.20861096873398258,0.34946435594318104,0.34946435594318104,0.04651460789338801,0.0,0.0,0.023193234238851872,0.005573226260537426,0.005573226260537426,0.0012813941568426447,0.1796673504982943,0.1796673504982943,0.035366478728856995
|
| 66 |
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Res-S87,adult_sepsis,0.9623436694244457,0.9623436694244457,0.9540990394233134,0.9540990394233134,0.8538203592814373,0.20761138195947162,0.20761138195947162,0.3967716740432179,0.0,0.0,0.01900546732621713,0.1982253748409325,0.1982253748409325,0.4712314501431919,0.3096326505755955,0.3096326505755955,0.058318146316063524,0.10456794398072841,0.10456794398072841,0.014579536579015881,0.17996264864327202,0.17996264864327202,0.040093725592293676
|
| 67 |
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Skin-S140,adult_sepsis,0.3986552744041076,0.3986552744041076,0.2816128707099071,0.2816128707099071,1.3841210224308818,0.19372501005779108,0.19372501005779108,0.2646061554512259,0.15038866911622217,0.15038866911622217,0.23735002608242045,0.28611006599221667,0.28611006599221667,0.3272039645279082,0.10546869528737467,0.10546869528737467,0.042383933229003655,0.0,0.0,0.0003912363067292645,0.2643075595463953,0.2643075595463953,0.12806468440271257
|
| 68 |
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Skin-S152,adult_sepsis,0.6050294727922966,0.6050294727922966,0.59617930485181,0.59617930485181,0.5019163166899985,0.4388306889242975,0.4388306889242975,0.3621091927204853,0.02603393334234054,0.02603393334234054,0.07481723440659512,0.1876096518889399,0.1876096518889399,0.4316378908072795,0.2369181269002837,0.2369181269002837,0.1028153678643646,0.11004481308984361,0.11004481308984361,0.01835433193342666,0.0005627858542945896,0.0005627858542945896,0.01026598226784881
|
| 69 |
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Skin-S38,adult_sepsis,0.3222039970413587,0.3222039970413587,0.38231924438977,0.38231924438977,0.4056503608660786,0.7443684570393239,0.7443684570393239,0.8330994386527666,0.06335472487303598,0.06335472487303598,0.13572574178027266,0.08720384283452906,0.08720384283452906,0.00020048115477145148,0.0879647487372989,0.0879647487372989,0.02475942261427426,0.0048150506369514425,0.0048150506369514425,0.00020048115477145148,0.01229317587886063,0.01229317587886063,0.006014434643143544
|
| 70 |
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Skin-S43,adult_sepsis,0.5956028829774631,0.5956028829774631,0.6057007376429497,0.6057007376429497,0.206707532374423,0.5236420773484171,0.5236420773484171,0.7525205000672134,0.006624769911339094,0.006624769911339094,0.07554778868127436,0.06668687337032524,0.06668687337032524,0.05135098803602635,0.049689805727828606,0.049689805727828606,0.015459067078908456,0.021086253373089107,0.021086253373089107,0.0016131200430165346,0.33227022026900094,0.33227022026900094,0.10350853609356096
|
| 71 |
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Skin-S46,adult_sepsis,0.9097583011688339,0.9097583011688339,0.9251577245767321,0.9251577245767321,0.7081974183750948,0.1912629092527271,0.1912629092527271,0.5565679574791192,0.030648626065159137,0.030648626065159137,0.120222728423184,0.17859986814371462,0.17859986814371462,0.08225765628954695,0.25567154207781617,0.25567154207781617,0.07314603897747406,0.039186925821656844,0.039186925821656844,0.0013920526449000253,0.30463012863892613,0.30463012863892613,0.16641356618577574
|
| 72 |
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Skin-S52,adult_sepsis,0.6819845346251183,0.6819845346251183,0.5925316504232203,0.5925316504232203,0.4071303538175046,0.49962893046391676,0.49962893046391676,0.6380353817504656,0.13831269421607525,0.13831269421607525,0.31797020484171323,0.05548762447473274,0.05548762447473274,0.00034916201117318437,0.0,0.0,0.02292830540037244,0.0,0.0,0.0,0.3065707508452752,0.3065707508452752,0.020716945996275604
|
| 73 |
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Skin-S74,adult_sepsis,0.6729323816963988,0.6729323816963988,0.622826502207575,0.622826502207575,0.1783483275663206,0.6021491922135116,0.6021491922135116,0.8410611303344867,0.014846358401819852,0.014846358401819852,0.1061130334486736,0.0054017604629440176,0.0054017604629440176,0.001845444059976932,0.37394483266775913,0.37394483266775913,0.04382929642445214,0.003255699216919572,0.003255699216919572,0.000461361014994233,0.00040215703704584425,0.00040215703704584425,0.006689734717416378
|
| 74 |
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Uri-S134,adult_sepsis,0.5372485167254046,0.5372485167254046,0.47989228748929097,0.47989228748929097,0.5441638981173866,0.3916473820880441,0.3916473820880441,0.3501661129568106,0.022713816959152457,0.022713816959152457,0.038981173864894796,0.25461984272908655,0.25461984272908655,0.5069767441860465,0.18346695287629827,0.18346695287629827,0.037541528239202655,0.05953131772522952,0.05953131772522952,0.0035437430786267998,0.08802068762218912,0.08802068762218912,0.06279069767441861
|
| 75 |
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Uri-S147,adult_sepsis,0.47480246250916147,0.47480246250916147,0.38890877683435304,0.38890877683435304,0.0960451587196175,0.7217816296163783,0.7217816296163783,0.5427015539912339,0.09520989589791455,0.09520989589791455,0.20268295922433258,0.061738889607047785,0.061738889607047785,0.18262717492362865,0.04645253383012089,0.04645253383012089,0.031212644441492896,0.04772995796613695,0.04772995796613695,0.004648691725328729,0.027087093082401332,0.027087093082401332,0.036126975693983265
|
| 76 |
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Uri-S157,adult_sepsis,0.5929843444430496,0.5929843444430496,0.5056540125403297,0.5056540125403297,0.2474981066421041,0.4084971659674444,0.4084971659674444,0.31393920785999385,0.17563064758583974,0.17563064758583974,0.3042677310408351,0.15218670123168435,0.15218670123168435,0.3042677310408351,0.17067038698848794,0.17067038698848794,0.04359840343874731,0.07823957167578587,0.07823957167578587,0.0033773411114522566,0.014775526550757631,0.014775526550757631,0.030549585508136322
|
| 77 |
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Uri-S20,adult_sepsis,0.5009117721069736,0.5009117721069736,0.41273844689479233,0.41273844689479233,0.8949193976970771,0.4139677953858963,0.4139677953858963,0.41054030115146145,0.03176892051076123,0.03176892051076123,0.0812666076173605,0.19518883382547744,0.19518883382547744,0.3961470327723649,0.0637351087617403,0.0637351087617403,0.03897254207263064,0.028809517349416777,0.028809517349416777,0.001550044286979628,0.266529824166708,0.266529824166708,0.07152347209920283
|
| 78 |
+
Uri-S93,adult_sepsis,0.9891728626521668,0.9891728626521668,0.9548167085634649,0.9548167085634649,0.7285714999375547,0.18869101489334136,0.18869101489334136,0.5157986761583614,0.14227664237155105,0.14227664237155105,0.3058573747970526,0.14087496736310742,0.14087496736310742,0.08742350443362058,0.04031327746372634,0.04031327746372634,0.04421131509928812,0.037578293770959594,0.037578293770959594,0.0012489072061945797,0.4502658041373143,0.4502658041373143,0.0454602223054827
|
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_cibersortx/summary.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"dataset": "ye2026_sepsis",
|
| 3 |
+
"comparison": "fewshot",
|
| 4 |
+
"draw": 3,
|
| 5 |
+
"gene_mode": "cibersortx",
|
| 6 |
+
"stored_scores": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw3",
|
| 7 |
+
"lora_arm": "lora5",
|
| 8 |
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"n_donors": 77,
|
| 9 |
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"contrast": true,
|
| 10 |
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"genes_scoring": 5975,
|
| 11 |
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"genes_covered_by_Z_all_donors": 5592,
|
| 12 |
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"bayesprism": {
|
| 13 |
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"comp_l1": 0.6003763342155404,
|
| 14 |
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"comp_l1_by_variant": {
|
| 15 |
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"final_cells": 0.6003763342155404,
|
| 16 |
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"first_cells": 0.6003763342155404,
|
| 17 |
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"final_mrna": 0.5956927069312322,
|
| 18 |
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"first_mrna": 0.5956927069312322
|
| 19 |
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},
|
| 20 |
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"mean_fraction": {
|
| 21 |
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"final_cells": {
|
| 22 |
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"T cell": 0.426,
|
| 23 |
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"B cell": 0.0933,
|
| 24 |
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"Monocyte": 0.1617,
|
| 25 |
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"NK cell": 0.1723,
|
| 26 |
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"DC": 0.0436,
|
| 27 |
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"Other": 0.1031
|
| 28 |
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},
|
| 29 |
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"first_cells": {
|
| 30 |
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"T cell": 0.426,
|
| 31 |
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"B cell": 0.0933,
|
| 32 |
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"Monocyte": 0.1617,
|
| 33 |
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"NK cell": 0.1723,
|
| 34 |
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"DC": 0.0436,
|
| 35 |
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"Other": 0.1031
|
| 36 |
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},
|
| 37 |
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"final_mrna": {
|
| 38 |
+
"T cell": 0.3633,
|
| 39 |
+
"B cell": 0.1204,
|
| 40 |
+
"Monocyte": 0.2045,
|
| 41 |
+
"NK cell": 0.1299,
|
| 42 |
+
"DC": 0.1106,
|
| 43 |
+
"Other": 0.0712
|
| 44 |
+
},
|
| 45 |
+
"first_mrna": {
|
| 46 |
+
"T cell": 0.3633,
|
| 47 |
+
"B cell": 0.1204,
|
| 48 |
+
"Monocyte": 0.2045,
|
| 49 |
+
"NK cell": 0.1299,
|
| 50 |
+
"DC": 0.1106,
|
| 51 |
+
"Other": 0.0712
|
| 52 |
+
}
|
| 53 |
+
},
|
| 54 |
+
"logfc_r_mean_cp10k": 0.10318048468887185,
|
| 55 |
+
"partial_r_mean_cp10k": 0.025546390870004418,
|
| 56 |
+
"logfc_r_mean_cp10k_covered_genes": 0.16823647400051375,
|
| 57 |
+
"deg_top50_sum": 23,
|
| 58 |
+
"deg_top50_sum_covered_genes": 23,
|
| 59 |
+
"per_type_logfc_r": {
|
| 60 |
+
"T cell": -0.0267,
|
| 61 |
+
"B cell": 0.088,
|
| 62 |
+
"Monocyte": 0.2894,
|
| 63 |
+
"NK cell": 0.062
|
| 64 |
+
}
|
| 65 |
+
},
|
| 66 |
+
"observed_mean_fraction": {
|
| 67 |
+
"T cell": 0.4826,
|
| 68 |
+
"B cell": 0.1803,
|
| 69 |
+
"Monocyte": 0.2047,
|
| 70 |
+
"NK cell": 0.0783,
|
| 71 |
+
"DC": 0.0053,
|
| 72 |
+
"Other": 0.0487
|
| 73 |
+
},
|
| 74 |
+
"lora": {
|
| 75 |
+
"comp_l1": 0.4968788955478774,
|
| 76 |
+
"coverage": 0.6553246753246753,
|
| 77 |
+
"logfc_r_mean_cp10k": 0.4108841123350609,
|
| 78 |
+
"deg_top50_sum": 17,
|
| 79 |
+
"partial_r_mean_cp10k": 0.3622128751991822
|
| 80 |
+
},
|
| 81 |
+
"broadcast": {
|
| 82 |
+
"logfc_r_mean_cp10k": 0.3264466405549955,
|
| 83 |
+
"logfc_r_mean_cp10k_covered_genes": 0.3688405995264496,
|
| 84 |
+
"deg_top50_sum": 19
|
| 85 |
+
},
|
| 86 |
+
"other_arms": {
|
| 87 |
+
"zs_raw": {
|
| 88 |
+
"comp_l1": 0.5113948040272618,
|
| 89 |
+
"logfc_r_mean_cp10k": -0.02391907710550592,
|
| 90 |
+
"deg_top50_sum": 8
|
| 91 |
+
},
|
| 92 |
+
"zs_pseudo": {
|
| 93 |
+
"comp_l1": 0.23689445394228054,
|
| 94 |
+
"logfc_r_mean_cp10k": 0.48221811145445787,
|
| 95 |
+
"deg_top50_sum": 23
|
| 96 |
+
},
|
| 97 |
+
"zs_cal": {
|
| 98 |
+
"comp_l1": 0.4245354784516496,
|
| 99 |
+
"logfc_r_mean_cp10k": 0.09715870707096523,
|
| 100 |
+
"deg_top50_sum": 6
|
| 101 |
+
}
|
| 102 |
+
},
|
| 103 |
+
"gates": {
|
| 104 |
+
"observed_composition_equal": true,
|
| 105 |
+
"broadcast_r_equal": true,
|
| 106 |
+
"broadcast_deg_equal": true
|
| 107 |
+
},
|
| 108 |
+
"method": "cibersortx",
|
| 109 |
+
"has_cell_type_expression": true,
|
| 110 |
+
"n_case": 57,
|
| 111 |
+
"n_control": 20,
|
| 112 |
+
"deg_per_type": {
|
| 113 |
+
"zero_filled": {
|
| 114 |
+
"bp": {
|
| 115 |
+
"T cell": 10,
|
| 116 |
+
"B cell": 0,
|
| 117 |
+
"Monocyte": 7,
|
| 118 |
+
"NK cell": 1,
|
| 119 |
+
"DC": 5
|
| 120 |
+
},
|
| 121 |
+
"broadcast": {
|
| 122 |
+
"T cell": 3,
|
| 123 |
+
"B cell": 2,
|
| 124 |
+
"Monocyte": 11,
|
| 125 |
+
"NK cell": 1,
|
| 126 |
+
"DC": 2
|
| 127 |
+
}
|
| 128 |
+
},
|
| 129 |
+
"covered": {
|
| 130 |
+
"bp": {
|
| 131 |
+
"T cell": 10,
|
| 132 |
+
"B cell": 0,
|
| 133 |
+
"Monocyte": 7,
|
| 134 |
+
"NK cell": 1,
|
| 135 |
+
"DC": 5
|
| 136 |
+
},
|
| 137 |
+
"broadcast": {
|
| 138 |
+
"T cell": 6,
|
| 139 |
+
"B cell": 3,
|
| 140 |
+
"Monocyte": 7,
|
| 141 |
+
"NK cell": 1,
|
| 142 |
+
"DC": 4
|
| 143 |
+
}
|
| 144 |
+
}
|
| 145 |
+
},
|
| 146 |
+
"hires_imputed_genes": {
|
| 147 |
+
"fewshot3|T cell": 4452,
|
| 148 |
+
"fewshot3|B cell": 2559,
|
| 149 |
+
"fewshot3|Monocyte": 1847,
|
| 150 |
+
"fewshot3|NK cell": 2482,
|
| 151 |
+
"fewshot3|DC": 1895,
|
| 152 |
+
"fewshot3|Other": 1132
|
| 153 |
+
},
|
| 154 |
+
"tool_sha256": "b541f68dc286497e8347d487af58ff3550a383d126eeabe347c0726e4fb28799",
|
| 155 |
+
"score_ft_sha256": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
|
| 156 |
+
"seconds": 1.8
|
| 157 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ye2026_sepsis/fewshot_draw3_full/contrast.csv
ADDED
|
@@ -0,0 +1,17 @@
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
genes,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast
|
| 2 |
+
zero_filled,T cell,mean_cp10k,3267,0.2310449024607865,0.2674058776426976,0.09220266740511321,0.597638356075263
|
| 3 |
+
zero_filled,T cell,pseudobulk_log1p_cpm,3267,0.20271186455121237,0.2289561663328621,0.036604697730489556,0.7899456481194782
|
| 4 |
+
zero_filled,B cell,mean_cp10k,3307,0.2150475373855017,0.2947135505142224,0.07916921447180288,0.508675199773244
|
| 5 |
+
zero_filled,B cell,pseudobulk_log1p_cpm,3307,0.36851809233176436,0.29321258816714024,0.2376436023478296,0.7155117140804619
|
| 6 |
+
zero_filled,Monocyte,mean_cp10k,3299,0.5253137988604003,0.5404162642066815,0.3244502766452728,0.55025457322109
|
| 7 |
+
zero_filled,Monocyte,pseudobulk_log1p_cpm,3299,0.5208807529039132,0.6043259179152038,0.11421874469917534,0.7649257893279587
|
| 8 |
+
zero_filled,NK cell,mean_cp10k,3251,0.127979159818822,0.2032508698563803,0.005437163988411274,0.6088835213785194
|
| 9 |
+
zero_filled,NK cell,pseudobulk_log1p_cpm,3251,0.071852059943459,0.06220697008500626,0.03672570269803409,0.8073825944964717
|
| 10 |
+
covered,T cell,mean_cp10k,3072,0.24586409457600406,0.1921941457530391,0.15723287054343044,0.7339907638445249
|
| 11 |
+
covered,T cell,pseudobulk_log1p_cpm,3072,0.20884961589984594,0.206821705810461,0.06422837337657471,0.8495102479388434
|
| 12 |
+
covered,B cell,mean_cp10k,3113,0.22743636690719465,0.21488514689379706,0.12247578815904969,0.6229808787158091
|
| 13 |
+
covered,B cell,pseudobulk_log1p_cpm,3113,0.37602355698252127,0.2807660769501058,0.26092134664214983,0.767489412191177
|
| 14 |
+
covered,Monocyte,mean_cp10k,3109,0.5627865351197844,0.49432824468497216,0.3664024119087587,0.6474448636701201
|
| 15 |
+
covered,Monocyte,pseudobulk_log1p_cpm,3109,0.5327863528280198,0.6125343937149893,0.08503196586425117,0.8046555075075806
|
| 16 |
+
covered,NK cell,mean_cp10k,3056,0.13549799704241539,0.11781791499970502,0.07190504663286361,0.7474464593135265
|
| 17 |
+
covered,NK cell,pseudobulk_log1p_cpm,3056,0.07457835054250092,0.03931487214773171,0.08140869862806949,0.8674191018819597
|