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/ji2025_chili/fewshot_draw1_cibersortx/contrast.csv +17 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw1_cibersortx/per_donor.csv +27 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw1_cibersortx/summary.json +157 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw1_full/contrast.csv +17 -0
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw1_cibersortx/contrast.csv
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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,3013,,0.17723815953863759,,
|
| 3 |
+
zero_filled,T cell,pseudobulk_log1p_cpm,3013,,0.2548071458258705,,
|
| 4 |
+
zero_filled,B cell,mean_cp10k,3263,,0.09853768043196273,,
|
| 5 |
+
zero_filled,B cell,pseudobulk_log1p_cpm,3263,,0.035183033974984575,,
|
| 6 |
+
zero_filled,Monocyte,mean_cp10k,3157,0.184263445890968,0.3948466424201932,-0.03565872615503221,0.5366817153816426
|
| 7 |
+
zero_filled,Monocyte,pseudobulk_log1p_cpm,3157,0.14058912887223726,0.3639773066663638,-0.010497963957126712,0.410751134675061
|
| 8 |
+
zero_filled,NK cell,mean_cp10k,3047,,0.16105690782451637,,
|
| 9 |
+
zero_filled,NK cell,pseudobulk_log1p_cpm,3047,,0.1345214411691737,,
|
| 10 |
+
covered,T cell,mean_cp10k,0,,,,
|
| 11 |
+
covered,T cell,pseudobulk_log1p_cpm,0,,,,
|
| 12 |
+
covered,B cell,mean_cp10k,0,,,,
|
| 13 |
+
covered,B cell,pseudobulk_log1p_cpm,0,,,,
|
| 14 |
+
covered,Monocyte,mean_cp10k,1701,0.28007914659300925,0.3095667783932255,0.0682211026756434,0.771397055613926
|
| 15 |
+
covered,Monocyte,pseudobulk_log1p_cpm,1701,0.24264564189938456,0.30225921760703706,0.03744760667397886,0.7209310490772866
|
| 16 |
+
covered,NK cell,mean_cp10k,0,,,,
|
| 17 |
+
covered,NK cell,pseudobulk_log1p_cpm,0,,,,
|
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw1_cibersortx/per_donor.csv
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
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
|
| 2 |
+
N064_TOL,TOL,0.37344844780656505,0.37344844780656505,0.4489105099512726,0.4489105099512726,0.2949901254336802,0.49053951138267643,0.49053951138267643,0.6517213771016813,0.08730177387182832,0.08730177387182832,0.044035228182546036,0.20208528279338786,0.20208528279338786,0.1677341873498799,0.1655786022895304,0.1655786022895304,0.07606084867894315,0.029596835565029213,0.029596835565029213,0.010008006405124099,0.024897994097547897,0.024897994097547897,0.05044035228182546
|
| 3 |
+
N064_FU1,FU1,0.5825416285275977,0.5825416285275977,0.6090864718475851,0.6090864718475851,0.3212552049796094,0.3530734656245892,0.3530734656245892,0.6396222365314446,0.09001935809798099,0.09001935809798099,0.016527151749302426,0.22059022365615152,0.22059022365615152,0.13865636402661516,0.2323095995616193,0.2323095995616193,0.19167203262502683,0.0,0.0,0.00472204335694355,0.10400735305965891,0.10400735305965891,0.008800171710667526
|
| 4 |
+
N032_AC,AC,0.6956507301689401,0.6956507301689401,0.7042468476466348,0.7042468476466348,0.1974965986394557,0.33843440351220283,0.33843440351220283,0.5891156462585034,0.16662577875214551,0.16662577875214551,0.10979591836734694,0.0783660817434632,0.0783660817434632,0.17551020408163265,0.06142468015834837,0.06142468015834837,0.04707482993197279,0.059985172862894766,0.059985172862894766,0.025714285714285714,0.2951638829709453,0.2951638829709453,0.0527891156462585
|
| 5 |
+
N038_BC,BC,0.6212057854997346,0.6212057854997346,0.6322637419749803,0.6322637419749803,0.3604198500535523,0.31008748072442477,0.31008748072442477,0.5608711174580507,0.10739638090504987,0.10739638090504987,0.0046411995715815784,0.16271262044182871,0.16271262044182871,0.16565512317029632,0.1775972749692555,0.1775972749692555,0.2170653338093538,0.016864779311696255,0.016864779311696255,0.034273473759371655,0.225341463647745,0.225341463647745,0.017493752231345947
|
| 6 |
+
N038_AC,AC,0.9878662618046297,0.9878662618046297,0.9937937403160388,0.9937937403160388,0.4905700871898055,0.2189738958588414,0.2189738958588414,0.6830985915492958,0.11396546951132273,0.11396546951132273,0.00829979879275654,0.19393702477103075,0.19393702477103075,0.1290241448692153,0.19757074367212918,0.19757074367212918,0.12072434607645875,0.002133214687535905,0.002133214687535905,0.03194164989939638,0.27341965149914,0.27341965149914,0.026911468812877263
|
| 7 |
+
N055_AC,AC,0.856931505721942,0.856931505721942,0.7972360237695781,0.7972360237695781,0.1818458681522748,0.10660187129321462,0.10660187129321462,0.340297121634169,0.24910305844434724,0.24910305844434724,0.07799442896935933,0.20426899473976984,0.20426899473976984,0.32474466109563604,0.1309047924338068,0.1309047924338068,0.2051996285979573,0.016162586579748506,0.016162586579748506,0.0060352831940575676,0.2929586965091129,0.2929586965091129,0.0457288765088208
|
| 8 |
+
N138_TOL,TOL,1.1338442955679096,1.1338442955679096,1.032064300852564,1.032064300852564,1.1490167024111262,0.030744649361512305,0.030744649361512305,0.13803860401637746,0.13343948321928648,0.13343948321928648,0.02807564827451745,0.2340402666219444,0.2340402666219444,0.5878338857477091,0.077242049120091,0.077242049120091,0.17703255995320724,0.0,0.0,0.006044063170208618,0.5245335516771659,0.5245335516771659,0.06297523883798012
|
| 9 |
+
N138_FU1,FU1,1.1265064681935666,1.1265064681935666,1.0846466382059967,1.0846466382059967,0.1362721088435374,0.017473910850364427,0.017473910850364427,0.2728998576174656,0.10851530427862528,0.10851530427862528,0.04841006169909824,0.20584043383072478,0.20584043383072478,0.4831514000949217,0.0829150980137744,0.0829150980137744,0.1134314190792596,0.06945340853325345,0.06945340853325345,0.005220692928334125,0.5158018444932576,0.5158018444932576,0.07688656858092074
|
| 10 |
+
N129_BC,BC,0.838361598232732,0.838361598232732,0.9513733384208383,0.9513733384208383,0.5109983803045027,0.28827228260307675,0.28827228260307675,0.5963718820861678,0.12236386731587855,0.12236386731587855,0.11305474570780694,0.18805010564488195,0.18805010564488195,0.08357628765792031,0.07032469605833502,0.07032469605833502,0.18140589569160998,0.09835451175042623,0.09835451175042623,0.013281503077421444,0.23263453662740152,0.23263453662740152,0.012309685779073534
|
| 11 |
+
N129_AC,AC,0.8713467039582701,0.8713467039582701,0.9472209914561286,0.9472209914561286,0.4906304503216583,0.27197496824959977,0.27197496824959977,0.7076483202287348,0.07769007290531312,0.07769007290531312,0.04932094353109364,0.15468704081417226,0.15468704081417226,0.07969978556111508,0.1428296341874255,0.1428296341874255,0.13366690493209435,0.08249251020095086,0.08249251020095086,0.0228734810578985,0.2703257736425385,0.2703257736425385,0.006790564689063617
|
| 12 |
+
N147_TOL,TOL,0.7091562330815444,0.7091562330815444,0.6106052724371812,0.6106052724371812,0.241993769470405,0.17111979662643856,0.17111979662643856,0.44205607476635517,0.050434080812826874,0.050434080812826874,0.00809968847352025,0.34458936962564407,0.34458936962564407,0.4193146417445483,0.06695105905936685,0.06695105905936685,0.07102803738317758,0.0017024681166256733,0.0017024681166256733,0.0065420560747663555,0.365203225759098,0.365203225759098,0.0529595015576324
|
| 13 |
+
N158_AC,AC,1.1415953386750046,1.1415953386750046,1.1425163886428678,1.1425163886428678,0.8366149195340981,0.18972778450092567,0.18972778450092567,0.24619898639637236,0.0802124944145496,0.0802124944145496,0.026673779674579887,0.12495945256910583,0.12495945256910583,0.6295012003200854,0.03956177270689685,0.03956177270689685,0.04934649239797279,0.08193557494510373,0.08193557494510373,0.024806615097359295,0.4836029208634184,0.4836029208634184,0.0234729261136303
|
| 14 |
+
N001_TOL,TOL,0.9727391680142753,0.9727391680142753,0.9717310863915297,0.9717310863915297,0.0978748674443266,0.2691888808726286,0.2691888808726286,0.51926475786497,0.10591351088500649,0.10591351088500649,0.03375751148815836,0.10672310266222719,0.10672310266222719,0.21067515022976316,0.0839891995135033,0.0839891995135033,0.2163308589607635,0.04914368939928427,0.04914368939928427,0.003711558854718982,0.38504161666735026,0.38504161666735026,0.016260162601626018
|
| 15 |
+
N001_FU1,FU1,1.0476578929597276,1.0476578929597276,0.9842753530069621,0.9842753530069621,0.2413166190162011,0.12870050431152796,0.12870050431152796,0.29601935341983726,0.182413197344092,0.182413197344092,0.06575764240158347,0.1430159777731486,0.1430159777731486,0.48823400043985044,0.12462171460678138,0.12462171460678138,0.13591378931163403,0.0016434598763247587,0.0016434598763247587,0.0010996261271167802,0.4196051460881252,0.4196051460881252,0.012975588299978007
|
| 16 |
+
N002_TOL,TOL,0.728140195558887,0.728140195558887,0.7638437885242512,0.7638437885242512,0.2477695473251028,0.34189348801027336,0.34189348801027336,0.41579613801836024,0.14253991329759325,0.14253991329759325,0.05777144666033555,0.15533377666174195,0.15533377666174195,0.3779677113010446,0.05038354922945282,0.05038354922945282,0.1179170623615068,0.07807241825621093,0.07807241825621093,0.020101297879075657,0.23177685454472766,0.23177685454472766,0.010446343779677113
|
| 17 |
+
N002_FU1,FU1,0.9600191861782075,0.9600191861782075,1.0144356052544057,1.0144356052544057,0.4653802345058627,0.20935497500722508,0.20935497500722508,0.31618090452261305,0.07815425923272647,0.07815425923272647,0.07276381909547738,0.11490934053982034,0.11490934053982034,0.45587939698492463,0.09039945819802161,0.09039945819802161,0.12261306532663317,0.10966171693370931,0.10966171693370931,0.02271356783919598,0.39752025008849706,0.39752025008849706,0.00984924623115578
|
| 18 |
+
N005_BC,BC,1.139869811832978,1.139869811832978,1.1590088909450835,1.1590088909450835,0.473827121664832,0.1501468679473261,0.1501468679473261,0.7200817738638151,0.0650415032677829,0.0650415032677829,0.05016512030193427,0.13804855862532006,0.13804855862532006,0.11448340934109137,0.12410609326458008,0.12410609326458008,0.09891492373014625,0.05979823359085592,0.05979823359085592,0.007705614090265765,0.462858743304135,0.462858743304135,0.008649158672747287
|
| 19 |
+
N005_AC,AC,0.6932995593714306,0.6932995593714306,0.7433434302602009,0.7433434302602009,0.1841572968249345,0.4706080050012681,0.4706080050012681,0.8100786484124672,0.007967965385839234,0.007967965385839234,0.015147101660355374,0.08513386907314123,0.08513386907314123,0.07952228371686572,0.2448272784149316,0.2448272784149316,0.08243518788231867,0.04674886934648714,0.04674886934648714,0.010195164579085349,0.14471401277833268,0.14471401277833268,0.0026216137489076608
|
| 20 |
+
N012_TOL,TOL,0.8708759224048093,0.8708759224048093,0.7750556126230003,0.7750556126230003,0.2619770457594276,0.15846581623547418,0.15846581623547418,0.34759278581010583,0.20146321080009247,0.20146321080009247,0.07884930690117753,0.22156797692193642,0.22156797692193642,0.4672827545088687,0.11154327532545263,0.11154327532545263,0.08570576837084513,0.0,0.0,0.0005962140408406618,0.30695972071704436,0.30695972071704436,0.01997317036816217
|
| 21 |
+
N012_FU1,FU1,0.5696971817887138,0.5696971817887138,0.5221726829236243,0.5221726829236243,0.3077528038452736,0.10319574988122042,0.10319574988122042,0.35889219501029984,0.2311830632237693,0.2311830632237693,0.19249256122682537,0.28419186888338355,0.28419186888338355,0.3126573586633097,0.1439893748454681,0.1439893748454681,0.10849164568551156,0.0,0.0,0.000686655985351339,0.23743994316615866,0.23743994316615866,0.02677958342870222
|
| 22 |
+
N018_BC,BC,0.8341393271512912,0.8341393271512912,0.7582363143890787,0.7582363143890787,0.2591658456486043,0.2671418738295185,0.2671418738295185,0.32939244663382594,0.2169217542653304,0.2169217542653304,0.042692939244663386,0.12296097052915131,0.12296097052915131,0.2889983579638752,0.10922058476401353,0.10922058476401353,0.2653530377668309,0.025478828483937097,0.025478828483937097,0.05812807881773399,0.2582759881280492,0.2582759881280492,0.015435139573070607
|
| 23 |
+
N018_AC,AC,1.068209246949646,1.068209246949646,1.0861068785049293,1.0861068785049293,0.1770757575757575,0.269850439162837,0.269850439162837,0.5900568181818182,0.03588656806990647,0.03588656806990647,0.03664772727272727,0.035846681716928876,0.035846681716928876,0.16164772727272728,0.06181168757550463,0.06181168757550463,0.14914772727272727,0.05716983738521353,0.05716983738521353,0.04261363636363636,0.5394347860896094,0.5394347860896094,0.019886363636363636
|
| 24 |
+
N022_TOL,TOL,0.9437509425835521,0.9437509425835521,0.9961665195288757,0.9961665195288757,0.73336729663106,0.2198562574911717,0.2198562574911717,0.4864420706655711,0.10540102468898713,0.10540102468898713,0.03697617091207888,0.24293149412477344,0.24293149412477344,0.045740892906053134,0.21295191953258233,0.21295191953258233,0.4182415776499589,0.0,0.0,0.0,0.21885930416248553,0.21885930416248553,0.01259928786633799
|
| 25 |
+
N022_FU1,FU1,0.6440299434961623,0.6440299434961623,0.609850989801909,0.609850989801909,0.0921412911084043,0.2857903689961496,0.2857903689961496,0.48477466504263095,0.08411689127297821,0.08411689127297821,0.048721071863580996,0.07956778146445785,0.07956778146445785,0.20259845716605765,0.30262953097290773,0.30262953097290773,0.25334957369062117,0.019728040594859702,0.019728040594859702,0.0,0.2281673866986469,0.2281673866986469,0.010556232237109216
|
| 26 |
+
N043_TOL,TOL,1.196399346134576,1.196399346134576,1.213270881225075,1.213270881225075,0.7101973641915782,0.0857702057355877,0.0857702057355877,0.3548698167791707,0.13191831235809737,0.13191831235809737,0.05737704918032787,0.09954367486001682,0.09954367486001682,0.04580520732883317,0.15209569496761602,0.15209569496761602,0.4811957569913211,0.01816862150169884,0.01816862150169884,0.0028929604628736743,0.5125034905769832,0.5125034905769832,0.05785920925747348
|
| 27 |
+
N043_FU1,FU1,0.48415376543980493,0.48415376543980493,0.4010820762499181,0.4010820762499181,0.6546833478809038,0.13614374387007355,0.13614374387007355,0.1638056444573756,0.11206053282083242,0.11206053282083242,0.06779167878964212,0.36477440922094895,0.36477440922094895,0.5728833284841431,0.14615247655451005,0.14615247655451005,0.14896712249054408,0.0,0.0,0.0034914169333721268,0.24086883753363514,0.24086883753363514,0.043060808844922895
|
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw1_cibersortx/summary.json
ADDED
|
@@ -0,0 +1,157 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset": "ji2025_chili",
|
| 3 |
+
"comparison": "fewshot",
|
| 4 |
+
"draw": 1,
|
| 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/ji2025_chili/fewshot_n5/draw1",
|
| 7 |
+
"lora_arm": "lora5",
|
| 8 |
+
"n_donors": 26,
|
| 9 |
+
"contrast": true,
|
| 10 |
+
"genes_scoring": 5752,
|
| 11 |
+
"genes_covered_by_Z_all_donors": 2985,
|
| 12 |
+
"bayesprism": {
|
| 13 |
+
"comp_l1": 0.8496706341193269,
|
| 14 |
+
"comp_l1_by_variant": {
|
| 15 |
+
"final_cells": 0.8496706341193269,
|
| 16 |
+
"first_cells": 0.8496706341193269,
|
| 17 |
+
"final_mrna": 0.8443286298134811,
|
| 18 |
+
"first_mrna": 0.8443286298134811
|
| 19 |
+
},
|
| 20 |
+
"mean_fraction": {
|
| 21 |
+
"final_cells": {
|
| 22 |
+
"T cell": 0.2263,
|
| 23 |
+
"B cell": 0.1188,
|
| 24 |
+
"Monocyte": 0.1734,
|
| 25 |
+
"NK cell": 0.1309,
|
| 26 |
+
"DC": 0.0355,
|
| 27 |
+
"Other": 0.3151
|
| 28 |
+
},
|
| 29 |
+
"first_cells": {
|
| 30 |
+
"T cell": 0.2263,
|
| 31 |
+
"B cell": 0.1188,
|
| 32 |
+
"Monocyte": 0.1734,
|
| 33 |
+
"NK cell": 0.1309,
|
| 34 |
+
"DC": 0.0355,
|
| 35 |
+
"Other": 0.3151
|
| 36 |
+
},
|
| 37 |
+
"final_mrna": {
|
| 38 |
+
"T cell": 0.2135,
|
| 39 |
+
"B cell": 0.1092,
|
| 40 |
+
"Monocyte": 0.2086,
|
| 41 |
+
"NK cell": 0.1187,
|
| 42 |
+
"DC": 0.0698,
|
| 43 |
+
"Other": 0.2802
|
| 44 |
+
},
|
| 45 |
+
"first_mrna": {
|
| 46 |
+
"T cell": 0.2135,
|
| 47 |
+
"B cell": 0.1092,
|
| 48 |
+
"Monocyte": 0.2086,
|
| 49 |
+
"NK cell": 0.1187,
|
| 50 |
+
"DC": 0.0698,
|
| 51 |
+
"Other": 0.2802
|
| 52 |
+
}
|
| 53 |
+
},
|
| 54 |
+
"logfc_r_mean_cp10k": 0.184263445890968,
|
| 55 |
+
"partial_r_mean_cp10k": -0.03565872615503221,
|
| 56 |
+
"logfc_r_mean_cp10k_covered_genes": 0.28007914659300925,
|
| 57 |
+
"deg_top50_sum": 0,
|
| 58 |
+
"deg_top50_sum_covered_genes": 0,
|
| 59 |
+
"per_type_logfc_r": {
|
| 60 |
+
"T cell": NaN,
|
| 61 |
+
"B cell": NaN,
|
| 62 |
+
"Monocyte": 0.1843,
|
| 63 |
+
"NK cell": NaN
|
| 64 |
+
}
|
| 65 |
+
},
|
| 66 |
+
"observed_mean_fraction": {
|
| 67 |
+
"T cell": 0.4639,
|
| 68 |
+
"B cell": 0.0535,
|
| 69 |
+
"Monocyte": 0.2773,
|
| 70 |
+
"NK cell": 0.1642,
|
| 71 |
+
"DC": 0.0141,
|
| 72 |
+
"Other": 0.0271
|
| 73 |
+
},
|
| 74 |
+
"lora": {
|
| 75 |
+
"comp_l1": 0.3891842501829222,
|
| 76 |
+
"coverage": 0.8551282051282051,
|
| 77 |
+
"logfc_r_mean_cp10k": 0.27568480061697936,
|
| 78 |
+
"deg_top50_sum": 1,
|
| 79 |
+
"partial_r_mean_cp10k": 0.2420147625491504
|
| 80 |
+
},
|
| 81 |
+
"broadcast": {
|
| 82 |
+
"logfc_r_mean_cp10k": 0.20791984755382747,
|
| 83 |
+
"logfc_r_mean_cp10k_covered_genes": 0.3095667783932255,
|
| 84 |
+
"deg_top50_sum": 0
|
| 85 |
+
},
|
| 86 |
+
"other_arms": {
|
| 87 |
+
"zs_raw": {
|
| 88 |
+
"comp_l1": 0.7126098061913061,
|
| 89 |
+
"logfc_r_mean_cp10k": 0.03695897416331737,
|
| 90 |
+
"deg_top50_sum": 0
|
| 91 |
+
},
|
| 92 |
+
"zs_pseudo": {
|
| 93 |
+
"comp_l1": 0.1606643878298316,
|
| 94 |
+
"logfc_r_mean_cp10k": 0.14598862881808508,
|
| 95 |
+
"deg_top50_sum": 0
|
| 96 |
+
},
|
| 97 |
+
"zs_cal": {
|
| 98 |
+
"comp_l1": 0.5062036715725622,
|
| 99 |
+
"logfc_r_mean_cp10k": 0.05364414433733922,
|
| 100 |
+
"deg_top50_sum": 0
|
| 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": 15,
|
| 111 |
+
"n_control": 11,
|
| 112 |
+
"deg_per_type": {
|
| 113 |
+
"zero_filled": {
|
| 114 |
+
"bp": {
|
| 115 |
+
"T cell": 0,
|
| 116 |
+
"B cell": 0,
|
| 117 |
+
"Monocyte": 0,
|
| 118 |
+
"NK cell": 0,
|
| 119 |
+
"DC": 0
|
| 120 |
+
},
|
| 121 |
+
"broadcast": {
|
| 122 |
+
"T cell": 0,
|
| 123 |
+
"B cell": 0,
|
| 124 |
+
"Monocyte": 0,
|
| 125 |
+
"NK cell": 0,
|
| 126 |
+
"DC": 0
|
| 127 |
+
}
|
| 128 |
+
},
|
| 129 |
+
"covered": {
|
| 130 |
+
"bp": {
|
| 131 |
+
"T cell": null,
|
| 132 |
+
"B cell": null,
|
| 133 |
+
"Monocyte": 0,
|
| 134 |
+
"NK cell": null,
|
| 135 |
+
"DC": 0
|
| 136 |
+
},
|
| 137 |
+
"broadcast": {
|
| 138 |
+
"T cell": null,
|
| 139 |
+
"B cell": null,
|
| 140 |
+
"Monocyte": 0,
|
| 141 |
+
"NK cell": null,
|
| 142 |
+
"DC": 0
|
| 143 |
+
}
|
| 144 |
+
}
|
| 145 |
+
},
|
| 146 |
+
"hires_imputed_genes": {
|
| 147 |
+
"fewshot1|T cell": 0,
|
| 148 |
+
"fewshot1|B cell": 0,
|
| 149 |
+
"fewshot1|Monocyte": 2060,
|
| 150 |
+
"fewshot1|NK cell": 0,
|
| 151 |
+
"fewshot1|DC": 1859,
|
| 152 |
+
"fewshot1|Other": 0
|
| 153 |
+
},
|
| 154 |
+
"tool_sha256": "b541f68dc286497e8347d487af58ff3550a383d126eeabe347c0726e4fb28799",
|
| 155 |
+
"score_ft_sha256": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
|
| 156 |
+
"seconds": 1.3
|
| 157 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/ji2025_chili/fewshot_draw1_full/contrast.csv
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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,3013,0.10204575046860538,0.17723815953863759,-0.06670036681807943,0.7986462085610464
|
| 3 |
+
zero_filled,T cell,pseudobulk_log1p_cpm,3013,0.18594095201424085,0.2548071458258705,-0.11607026767506815,0.9111982937308327
|
| 4 |
+
zero_filled,B cell,mean_cp10k,3263,0.032336961937567923,0.09853768043196273,-0.04877900579764293,0.6864092452810959
|
| 5 |
+
zero_filled,B cell,pseudobulk_log1p_cpm,3263,0.015820216581646212,0.035183033974984575,-0.028939001341806797,0.8638066341490956
|
| 6 |
+
zero_filled,Monocyte,mean_cp10k,3157,0.4707003165332712,0.3948466424201932,0.28044209880711485,0.8674356223219999
|
| 7 |
+
zero_filled,Monocyte,pseudobulk_log1p_cpm,3157,0.37958339443073996,0.3639773066663638,0.11676411504869086,0.9461318783458981
|
| 8 |
+
zero_filled,NK cell,mean_cp10k,3047,0.09120846768538272,0.16105690782451637,-0.05802706330183347,0.7860995259046161
|
| 9 |
+
zero_filled,NK cell,pseudobulk_log1p_cpm,3047,0.09902682351218872,0.1345214411691737,-0.060218759824350584,0.9150532291869544
|
| 10 |
+
covered,T cell,mean_cp10k,2827,0.1251289915671598,0.14967340820573397,-0.013089136392237997,0.877483327575679
|
| 11 |
+
covered,T cell,pseudobulk_log1p_cpm,2827,0.21442927399923362,0.2632385124931514,-0.11870601266077527,0.9501819301144238
|
| 12 |
+
covered,B cell,mean_cp10k,3075,0.037732710024162605,0.07358513884893783,-0.02742687073041043,0.7560620357464902
|
| 13 |
+
covered,B cell,pseudobulk_log1p_cpm,3075,0.018837327922002878,0.04044109554509202,-0.04184585688440749,0.9051953364988274
|
| 14 |
+
covered,Monocyte,mean_cp10k,2980,0.4826273783195961,0.41853188291220755,0.275216751198162,0.9222149178597975
|
| 15 |
+
covered,Monocyte,pseudobulk_log1p_cpm,2980,0.38770430042826426,0.3568396666427001,0.19169549648652043,0.9750134888718467
|
| 16 |
+
covered,NK cell,mean_cp10k,2866,0.11782170314247352,0.15037559617259488,-0.022634655045533313,0.8595622488955057
|
| 17 |
+
covered,NK cell,pseudobulk_log1p_cpm,2866,0.11675792682641402,0.13303990281475278,-0.03488587231885784,0.9548370196335788
|