Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold0/contrast.csv +14 -0
- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold0/per_donor.csv +48 -0
- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold0/summary.json +621 -0
- paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold1/arms/scsemi__raw/deg_top50_lists.csv +396 -0
paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold0/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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scsemi__raw,T cell,mean_cp10k,3063,0.588707229448179,0.5453624372893018,0.44598142164322135,0.4770471672289242,37,7,37,7,43376,36674,,,,,,,,,,,
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scsemi__raw,T cell,pseudobulk_log1p_cpm,3063,0.31601729362608816,0.4537812836732842,0.14433306365829732,0.442190853697175,37,7,37,7,43376,36674,,,,,,,,,,,
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scsemi__raw,B cell,mean_cp10k,3238,0.2982556585812344,0.3753258490057728,0.16107339868782833,0.43683700274204557,37,7,36,7,12740,6587,,,,,,,,,,,
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scsemi__raw,B cell,pseudobulk_log1p_cpm,3238,0.1395172101996321,0.2602705853790834,0.07017144060142008,0.2866535221105436,37,7,36,7,12740,6587,,,,,,,,,,,
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scsemi__raw,Monocyte,mean_cp10k,2821,0.6120384529066569,0.6803567857715679,0.4184054974719465,0.512593487575442,36,7,36,7,15344,9800,,,,,,,,,,,
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| 7 |
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scsemi__raw,Monocyte,pseudobulk_log1p_cpm,2821,0.2618220859350989,0.565945711695303,0.05772121059544606,0.38502453694606614,36,7,36,7,15344,9800,,,,,,,,,,,
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| 8 |
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scsemi__raw,NK cell,mean_cp10k,3042,0.4734393012388788,0.5191528133477931,0.3263465236017029,0.42582654102460116,37,7,34,7,10153,8954,,,,,,,,,,,
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| 9 |
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scsemi__raw,NK cell,pseudobulk_log1p_cpm,3042,0.182432249856203,0.3578951878164137,0.07522922639005733,0.3240518744032764,37,7,34,7,10153,8954,,,,,,,,,,,
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| 10 |
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scsemi__raw,T cell,welch_top50_deg,5927,,,,,37,7,37,7,43376,36674,True,0,0.0,0,7,0,7,0,0.0,50,234
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scsemi__raw,B cell,welch_top50_deg,5927,,,,,37,7,36,7,12740,6587,True,0,0.0,50,11,58,11,0,0.0,50,234
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scsemi__raw,Monocyte,welch_top50_deg,5927,,,,,36,7,36,7,15344,9800,True,0,0.0,50,19,89,19,2,0.02040816326530612,50,234
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scsemi__raw,NK cell,welch_top50_deg,5927,,,,,37,7,34,7,10153,8954,True,0,0.0,26,10,26,10,2,0.02702702702702703,50,234
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scsemi__raw,DC,welch_top50_deg,5927,,,,,37,7,36,7,2139,1940,True,1,0.022222222222222223,33,13,33,13,3,0.0375,50,234
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paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold0/per_donor.csv
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arm,donor,group,n_generated_cells,n_observed_cells,n_reference_cells,gen_T cell,obs_T cell,gen_B cell,obs_B cell,gen_Monocyte,obs_Monocyte,gen_NK cell,obs_NK cell,gen_DC,obs_DC,gen_Other,obs_Other,comp_l1,comp_l1_obs_loo_null,pb_r,pb_own_rank,pb_top1,precision,coverage,precision_depth_matched,coverage_depth_matched,mono_pct_gen,mono_pct_obs,median_umi_gen,median_umi_obs
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scsemi__raw,C21_1004,covid_positive,1500,5552,150,1.0,0.8982348703170029,0.0,0.08609510086455331,0.0,0.0,0.0,0.0111671469740634,0.0,0.0005403458213256485,0.0,0.003962536023054755,0.20353025936599423,0.9006941377917516,0.49075127993310036,9,False,0.22666666666666666,0.06,0.7266666666666667,0.03333333333333333,0.0,0.0,1367.0,1563.5
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| 3 |
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scsemi__raw,C21_1704,covid_positive,1500,4570,150,0.9606666666666667,0.7275711159737418,0.03266666666666666,0.2214442013129103,0.0033333333333333335,0.004814004376367615,0.0,0.022319474835886213,0.002,0.011816192560175055,0.0013333333333333333,0.012035010940919038,0.4661911013858498,0.6972967656070341,0.5210653189678021,10,False,0.7,0.02,0.8666666666666667,0.17333333333333334,0.33333333333333337,0.48140043763676155,1367.0,2131.0
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| 4 |
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scsemi__raw,C21_2504,covid_positive,1500,5048,150,0.45866666666666667,0.7567353407290016,0.0033333333333333335,0.12361331220285261,0.16666666666666666,0.06220285261489699,0.0,0.039619651347068144,0.0006666666666666666,0.011687797147385102,0.37066666666666664,0.006141045958795562,0.9379788695192816,0.617695078615749,0.47695067686585674,1,True,0.7133333333333334,0.0,0.6533333333333333,0.22,16.666666666666664,6.220285261489699,1366.0,2692.5
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scsemi__raw,C34_1404,covid_positive,1500,2483,150,0.6006666666666667,0.8771647200966572,0.15266666666666667,0.01973419250906162,0.12733333333333333,0.016915022150624244,0.09066666666666667,0.07047925896093435,0.012666666666666666,0.011679420056383408,0.016,0.004027386226339106,0.5529961068599812,0.8577553836516272,0.6991417227160633,34,False,0.74,0.06,0.47333333333333333,0.25333333333333335,12.733333333333333,1.6915022150624244,1368.0,1720.0
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scsemi__raw,C34_2104,covid_positive,1500,2808,150,0.7146666666666667,0.7916666666666666,0.08533333333333333,0.024216524216524215,0.06466666666666666,0.041666666666666664,0.09733333333333333,0.12428774928774929,0.034,0.013888888888888888,0.004,0.004273504273504274,0.20845584045584042,0.686759276791646,0.6734251236466217,5,False,0.52,0.03333333333333333,0.64,0.32,6.466666666666667,4.166666666666666,1369.0,2067.5
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| 7 |
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scsemi__raw,C34_2504,covid_positive,1500,1945,150,0.71,0.6961439588688946,0.098,0.024678663239074552,0.058666666666666666,0.12544987146529563,0.102,0.12904884318766066,0.027333333333333334,0.02416452442159383,0.004,0.0005141388174807198,0.18766409597257927,0.49571386119610195,0.6496165759513074,4,False,0.5266666666666666,0.02666666666666667,0.6266666666666667,0.29333333333333333,5.866666666666666,12.544987146529563,1368.0,2111.0
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| 8 |
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scsemi__raw,C63_1704,covid_positive,1500,3305,150,0.6833333333333333,0.7718608169440242,0.09866666666666667,0.11981845688350984,0.028,0.013010590015128594,0.17266666666666666,0.08199697428139183,0.016,0.006959152798789713,0.0013333333333333333,0.006354009077155824,0.22939989914271303,0.6372199609186698,0.6747912738731231,11,False,0.4,0.06666666666666667,0.5133333333333333,0.14666666666666667,2.8000000000000003,1.3010590015128594,1368.0,1364.0
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| 9 |
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scsemi__raw,C63_2404,covid_positive,1500,2143,150,0.42533333333333334,0.6971535230984601,0.07133333333333333,0.1675221651889874,0.244,0.0377974801679888,0.232,0.08726084927671489,0.024,0.007932804479701353,0.0033333333333333335,0.0023331777881474567,0.7360180432415617,0.5178326112278198,0.5927299148815142,12,False,0.22666666666666666,0.04,0.29333333333333333,0.36,24.4,3.7797480167988797,1367.5,1596.0
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| 10 |
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scsemi__raw,C63_2904,covid_positive,1500,1684,150,0.5606666666666666,0.6775534441805225,0.056666666666666664,0.14251781472684086,0.232,0.08491686460807601,0.12133333333333333,0.0855106888361045,0.028666666666666667,0.007719714964370546,0.0006666666666666666,0.0017814726840855108,0.4077054631828979,0.4486052153916665,0.6071260047826501,5,False,0.28,0.03333333333333333,0.3933333333333333,0.24,23.200000000000003,8.491686460807601,1367.0,1647.5
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| 11 |
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scsemi__raw,C65_1704,covid_positive,1500,1117,150,0.18533333333333332,0.5264100268576545,0.12266666666666666,0.13070725156669652,0.19933333333333333,0.03670546105640107,0.484,0.2909579230080573,0.006,0.009847806624888093,0.0026666666666666666,0.005371530886302597,0.7113398985377498,0.4288803070779367,0.7593508994501917,7,False,0.74,0.13333333333333333,0.42,0.18,19.933333333333334,3.670546105640107,1368.0,1042.0
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| 12 |
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scsemi__raw,C65_2104,covid_positive,1500,274,137,0.332,0.5766423357664233,0.12866666666666668,0.20802919708029197,0.20133333333333334,0.014598540145985401,0.33,0.19343065693430658,0.0026666666666666666,0.0036496350364963502,0.005333333333333333,0.0036496350364963502,0.6499756690997567,0.4463773019237143,0.6631552236775063,42,False,0.48905109489051096,0.058394160583941604,0.2116788321167883,0.17518248175182483,20.133333333333333,1.4598540145985401,1368.0,1266.0
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| 13 |
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scsemi__raw,C65_2504,covid_positive,1500,1069,150,0.7686666666666667,0.6623012160898035,0.09466666666666666,0.11412535079513564,0.022,0.031805425631431246,0.09933333333333333,0.16931711880261927,0.007333333333333333,0.002806361085126286,0.008,0.019644527595884004,0.2217848456501404,0.4663543815292166,0.5275708257466284,9,False,0.6533333333333333,0.02,0.6666666666666666,0.12666666666666668,2.1999999999999997,3.1805425631431246,1368.0,2137.0
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| 14 |
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scsemi__raw,C101_0601,covid_positive,1500,344,150,0.364,0.6482558139534884,0.014,0.03197674418604651,0.35933333333333334,0.14825581395348839,0.08933333333333333,0.09302325581395349,0.05333333333333334,0.0377906976744186,0.12,0.040697674418604654,0.6118449612403102,0.4223819094787449,0.617057169470448,21,False,0.5133333333333333,0.11333333333333333,0.3,0.04666666666666667,35.93333333333334,14.825581395348838,1369.0,1309.0
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| 15 |
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scsemi__raw,C101_1101,covid_positive,1500,566,150,0.3953333333333333,0.27385159010600707,0.005333333333333333,0.04770318021201413,0.3473333333333333,0.5106007067137809,0.102,0.06537102473498234,0.04066666666666666,0.07420494699646643,0.10933333333333334,0.028268551236749116,0.4783510011778562,0.8091617576825972,0.5808380259755097,2,False,0.36,0.14666666666666667,0.22666666666666666,0.07333333333333333,34.733333333333334,51.060070671378085,1367.0,1003.0
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| 16 |
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scsemi__raw,C101_1301,covid_positive,1500,2035,150,0.398,0.3154791154791155,0.102,0.05110565110565111,0.27266666666666667,0.4692874692874693,0.06,0.057985257985257985,0.042,0.05847665847665848,0.12533333333333332,0.047665847665847666,0.42619492219492217,0.7338732986485552,0.6052246677533192,1,True,0.7533333333333333,0.18,0.5866666666666667,0.14,27.266666666666666,46.928746928746925,1366.0,875.0
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| 17 |
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scsemi__raw,C101_1801,covid_positive,1500,1555,150,0.46266666666666667,0.3562700964630225,0.112,0.3762057877813505,0.23066666666666666,0.12861736334405144,0.024,0.03858520900321544,0.05466666666666667,0.028938906752411574,0.116,0.07138263665594856,0.5575819935691319,0.5672302170897875,0.5090147513325941,3,False,0.29333333333333333,0.17333333333333334,0.66,0.07333333333333333,23.066666666666666,12.861736334405144,1367.0,806.0
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| 18 |
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scsemi__raw,C101_2001,covid_positive,1500,2130,150,0.79,0.4765258215962441,0.132,0.2051643192488263,0.03333333333333333,0.22253521126760564,0.018,0.05539906103286385,0.024,0.022535211267605635,0.0026666666666666666,0.01784037558685446,0.6298779342723005,0.21537928076902224,0.5368797977347333,16,False,0.54,0.22666666666666666,0.6733333333333333,0.04666666666666667,3.3333333333333335,22.253521126760564,1366.0,882.0
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| 19 |
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scsemi__raw,C101_2502,recovery,1500,587,150,0.714,0.424190800681431,0.048,0.06132879045996593,0.024666666666666667,0.3679727427597956,0.02266666666666667,0.05792163543441227,0.03,0.07836456558773425,0.16066666666666668,0.010221465076660987,0.8805088018171494,0.49907994791508076,0.4660677374378999,26,False,0.4666666666666667,0.18666666666666668,0.78,0.08,2.466666666666667,36.79727427597956,1368.0,822.0
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| 20 |
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scsemi__raw,C108_2204,covid_negative,1500,1839,150,0.7106666666666667,0.6688417618270799,0.07066666666666667,0.0032626427406199023,0.126,0.03806416530723219,0.037333333333333336,0.25502990755845567,0.05266666666666667,0.021750951604132682,0.0026666666666666666,0.013050570962479609,0.4561609570418706,0.6507302761218745,0.5134795780901967,26,False,0.26,0.18666666666666668,0.4533333333333333,0.03333333333333333,12.6,3.8064165307232187,1368.0,1341.0
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| 21 |
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scsemi__raw,C108_1501,covid_positive,1500,1488,150,0.45666666666666667,0.2956989247311828,0.012666666666666666,0.016129032258064516,0.11866666666666667,0.21841397849462366,0.39266666666666666,0.41935483870967744,0.014,0.04032258064516129,0.005333333333333333,0.010080645161290322,0.32193548387096776,0.6655377748520411,0.5687635805594105,27,False,0.31333333333333335,0.2,0.12666666666666668,0.06666666666666667,11.866666666666667,21.841397849462364,1369.0,863.0
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| 22 |
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scsemi__raw,C108_1801,covid_positive,1500,806,150,0.5513333333333333,0.2853598014888337,0.236,0.07568238213399504,0.016666666666666666,0.08560794044665013,0.18266666666666667,0.47890818858560796,0.011333333333333334,0.04466501240694789,0.002,0.02977667493796526,0.852582299421009,0.7794044825679738,0.5355735600329711,43,False,0.5333333333333333,0.35333333333333333,0.3933333333333333,0.02,1.6666666666666667,8.560794044665013,1369.0,676.0
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| 23 |
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scsemi__raw,C108_2201,covid_positive,1500,696,150,0.724,0.2988505747126437,0.042,0.041666666666666664,0.004,0.09195402298850575,0.19333333333333333,0.5100574712643678,0.014666666666666666,0.021551724137931036,0.022,0.035919540229885055,0.8509655172413793,0.8221069485763561,0.7856391969096826,6,False,0.7,0.14666666666666667,0.5733333333333334,0.14666666666666667,0.4,9.195402298850574,1368.0,1399.5
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| 24 |
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scsemi__raw,C145_3004,covid_negative,1500,743,150,0.6726666666666666,0.6002691790040376,0.13133333333333333,0.05787348586810229,0.09666666666666666,0.033647375504710635,0.05,0.26648721399730824,0.046,0.018842530282637954,0.0033333333333333335,0.02288021534320323,0.47206819201435624,0.5048256820806906,0.65194359427924,21,False,0.6133333333333333,0.18666666666666668,0.4266666666666667,0.13333333333333333,9.666666666666666,3.3647375504710633,1370.0,894.0
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| 25 |
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scsemi__raw,C145_0701,covid_positive,1500,1110,150,0.6306666666666667,0.3036036036036036,0.06533333333333333,0.26306306306306304,0.17733333333333334,0.1963963963963964,0.10666666666666667,0.1972972972972973,0.02,0.03063063063063063,0.0,0.009009009009009009,0.6541261261261261,0.3732929539316338,0.5548565220002201,34,False,0.37333333333333335,0.17333333333333334,0.37333333333333335,0.02,17.733333333333334,19.63963963963964,1368.0,848.5
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| 26 |
+
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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|
paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold0/summary.json
ADDED
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 8 |
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| 11 |
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"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/umap/cell_immicro_5arm/tools/stage_b_embed.py": "d056cfdf38fb0e5f478756f370174e993b75d0c973c48e02e21749175a4ca2da",
|
| 615 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py": "48b12d794782b840838853e93e0fc55fab00532c4b3698f4588e926b985d2881",
|
| 616 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/immicro/tools/immicro_common.py": "c5c30e917148cc5e664e91ea30c11bbdff9b6d1f53a3e0a13e16b1917eff37e9",
|
| 617 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/predict_scanvi.py": "482ee5dcf4d72b54bc36cbb6dcff62e5030bc7afc46cb5fb01eca73a82ee45a5",
|
| 618 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
|
| 619 |
+
},
|
| 620 |
+
"seconds": 13.2
|
| 621 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261008T050202Z-scsemi-imperial-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/scsemi_cv_20261002/fold1/arms/scsemi__raw/deg_top50_lists.csv
ADDED
|
@@ -0,0 +1,396 @@
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|
| 1 |
+
celltype,source,rank,gene_id
|
| 2 |
+
T cell,observed,1,ENSG00000165949
|
| 3 |
+
T cell,observed,2,ENSG00000137959
|
| 4 |
+
T cell,observed,3,ENSG00000185745
|
| 5 |
+
T cell,observed,4,ENSG00000114737
|
| 6 |
+
T cell,observed,5,ENSG00000134321
|
| 7 |
+
T cell,observed,6,ENSG00000119917
|
| 8 |
+
T cell,observed,7,ENSG00000089127
|
| 9 |
+
T cell,observed,8,ENSG00000134326
|
| 10 |
+
T cell,observed,9,ENSG00000132530
|
| 11 |
+
T cell,observed,10,ENSG00000184979
|
| 12 |
+
T cell,observed,11,ENSG00000111331
|
| 13 |
+
T cell,observed,12,ENSG00000157601
|
| 14 |
+
T cell,observed,13,ENSG00000133106
|
| 15 |
+
T cell,observed,14,ENSG00000111335
|
| 16 |
+
T cell,observed,15,ENSG00000126709
|
| 17 |
+
T cell,observed,16,ENSG00000185507
|
| 18 |
+
T cell,observed,17,ENSG00000137965
|
| 19 |
+
T cell,observed,18,ENSG00000188313
|
| 20 |
+
T cell,observed,19,ENSG00000177409
|
| 21 |
+
T cell,observed,20,ENSG00000138642
|
| 22 |
+
T cell,observed,21,ENSG00000137628
|
| 23 |
+
T cell,observed,22,ENSG00000187608
|
| 24 |
+
T cell,observed,23,ENSG00000130589
|
| 25 |
+
T cell,observed,24,ENSG00000178184
|
| 26 |
+
T cell,observed,25,ENSG00000138496
|
| 27 |
+
T cell,observed,26,ENSG00000115155
|
| 28 |
+
T cell,observed,27,ENSG00000068079
|
| 29 |
+
T cell,observed,28,ENSG00000025708
|
| 30 |
+
T cell,observed,29,ENSG00000138646
|
| 31 |
+
T cell,observed,30,ENSG00000121060
|
| 32 |
+
T cell,observed,31,ENSG00000121858
|
| 33 |
+
T cell,observed,32,ENSG00000183486
|
| 34 |
+
T cell,observed,33,ENSG00000055332
|
| 35 |
+
T cell,observed,34,ENSG00000166750
|
| 36 |
+
T cell,observed,35,ENSG00000135077
|
| 37 |
+
T cell,observed,36,ENSG00000102524
|
| 38 |
+
T cell,observed,37,ENSG00000205413
|
| 39 |
+
T cell,observed,38,ENSG00000115267
|
| 40 |
+
T cell,observed,39,ENSG00000163565
|
| 41 |
+
T cell,observed,40,ENSG00000137193
|
| 42 |
+
T cell,observed,41,ENSG00000196684
|
| 43 |
+
T cell,observed,42,ENSG00000082516
|
| 44 |
+
T cell,observed,43,ENSG00000157483
|
| 45 |
+
T cell,observed,44,ENSG00000170581
|
| 46 |
+
T cell,observed,45,ENSG00000116138
|
| 47 |
+
T cell,observed,46,ENSG00000146859
|
| 48 |
+
T cell,observed,47,ENSG00000132256
|
| 49 |
+
T cell,observed,48,ENSG00000155363
|
| 50 |
+
T cell,observed,49,ENSG00000104812
|
| 51 |
+
T cell,observed,50,ENSG00000163644
|
| 52 |
+
T cell,generated,1,ENSG00000168329
|
| 53 |
+
T cell,generated,2,ENSG00000137193
|
| 54 |
+
T cell,generated,3,ENSG00000157601
|
| 55 |
+
T cell,generated,4,ENSG00000132530
|
| 56 |
+
T cell,generated,5,ENSG00000126709
|
| 57 |
+
T cell,generated,6,ENSG00000055332
|
| 58 |
+
T cell,generated,7,ENSG00000153250
|
| 59 |
+
T cell,generated,8,ENSG00000089692
|
| 60 |
+
T cell,generated,9,ENSG00000071051
|
| 61 |
+
T cell,generated,10,ENSG00000133106
|
| 62 |
+
T cell,generated,11,ENSG00000072736
|
| 63 |
+
T cell,generated,12,ENSG00000165949
|
| 64 |
+
T cell,generated,13,ENSG00000102096
|
| 65 |
+
T cell,generated,14,ENSG00000198604
|
| 66 |
+
T cell,generated,15,ENSG00000139193
|
| 67 |
+
T cell,generated,16,ENSG00000122122
|
| 68 |
+
T cell,generated,17,ENSG00000163947
|
| 69 |
+
T cell,generated,18,ENSG00000165929
|
| 70 |
+
T cell,generated,19,ENSG00000109452
|
| 71 |
+
T cell,generated,20,ENSG00000137275
|
| 72 |
+
T cell,generated,21,ENSG00000122643
|
| 73 |
+
T cell,generated,22,ENSG00000140853
|
| 74 |
+
T cell,generated,23,ENSG00000088986
|
| 75 |
+
T cell,generated,24,ENSG00000154822
|
| 76 |
+
T cell,generated,25,ENSG00000196684
|
| 77 |
+
T cell,generated,26,ENSG00000138698
|
| 78 |
+
T cell,generated,27,ENSG00000151651
|
| 79 |
+
T cell,generated,28,ENSG00000049618
|
| 80 |
+
T cell,generated,29,ENSG00000163508
|
| 81 |
+
T cell,generated,30,ENSG00000115904
|
| 82 |
+
T cell,generated,31,ENSG00000185885
|
| 83 |
+
T cell,generated,32,ENSG00000109475
|
| 84 |
+
B cell,observed,1,ENSG00000157601
|
| 85 |
+
B cell,observed,2,ENSG00000138496
|
| 86 |
+
B cell,observed,3,ENSG00000185885
|
| 87 |
+
B cell,observed,4,ENSG00000115267
|
| 88 |
+
B cell,observed,5,ENSG00000163644
|
| 89 |
+
B cell,observed,6,ENSG00000125637
|
| 90 |
+
B cell,generated,1,ENSG00000185507
|
| 91 |
+
B cell,generated,2,ENSG00000157601
|
| 92 |
+
B cell,generated,3,ENSG00000102096
|
| 93 |
+
B cell,generated,4,ENSG00000187608
|
| 94 |
+
B cell,generated,5,ENSG00000084207
|
| 95 |
+
B cell,generated,6,ENSG00000137959
|
| 96 |
+
B cell,generated,7,ENSG00000196684
|
| 97 |
+
B cell,generated,8,ENSG00000142089
|
| 98 |
+
B cell,generated,9,ENSG00000173193
|
| 99 |
+
B cell,generated,10,ENSG00000028277
|
| 100 |
+
B cell,generated,11,ENSG00000163513
|
| 101 |
+
B cell,generated,12,ENSG00000132530
|
| 102 |
+
B cell,generated,13,ENSG00000163534
|
| 103 |
+
B cell,generated,14,ENSG00000114127
|
| 104 |
+
B cell,generated,15,ENSG00000177455
|
| 105 |
+
B cell,generated,16,ENSG00000095015
|
| 106 |
+
B cell,generated,17,ENSG00000196628
|
| 107 |
+
B cell,generated,18,ENSG00000137478
|
| 108 |
+
B cell,generated,19,ENSG00000168421
|
| 109 |
+
B cell,generated,20,ENSG00000113580
|
| 110 |
+
B cell,generated,21,ENSG00000079950
|
| 111 |
+
B cell,generated,22,ENSG00000177409
|
| 112 |
+
B cell,generated,23,ENSG00000055332
|
| 113 |
+
B cell,generated,24,ENSG00000120899
|
| 114 |
+
B cell,generated,25,ENSG00000143546
|
| 115 |
+
B cell,generated,26,ENSG00000197943
|
| 116 |
+
B cell,generated,27,ENSG00000150907
|
| 117 |
+
B cell,generated,28,ENSG00000181722
|
| 118 |
+
B cell,generated,29,ENSG00000089127
|
| 119 |
+
B cell,generated,30,ENSG00000155657
|
| 120 |
+
B cell,generated,31,ENSG00000142192
|
| 121 |
+
B cell,generated,32,ENSG00000164327
|
| 122 |
+
B cell,generated,33,ENSG00000117632
|
| 123 |
+
B cell,generated,34,ENSG00000106948
|
| 124 |
+
B cell,generated,35,ENSG00000111371
|
| 125 |
+
B cell,generated,36,ENSG00000124256
|
| 126 |
+
B cell,generated,37,ENSG00000075568
|
| 127 |
+
B cell,generated,38,ENSG00000033800
|
| 128 |
+
B cell,generated,39,ENSG00000111716
|
| 129 |
+
B cell,generated,40,ENSG00000124151
|
| 130 |
+
B cell,generated,41,ENSG00000088986
|
| 131 |
+
B cell,generated,42,ENSG00000145088
|
| 132 |
+
B cell,generated,43,ENSG00000166428
|
| 133 |
+
B cell,generated,44,ENSG00000096968
|
| 134 |
+
B cell,generated,45,ENSG00000205268
|
| 135 |
+
B cell,generated,46,ENSG00000123066
|
| 136 |
+
B cell,generated,47,ENSG00000030582
|
| 137 |
+
B cell,generated,48,ENSG00000095585
|
| 138 |
+
B cell,generated,49,ENSG00000042980
|
| 139 |
+
B cell,generated,50,ENSG00000138698
|
| 140 |
+
Monocyte,observed,1,ENSG00000165949
|
| 141 |
+
Monocyte,observed,2,ENSG00000115155
|
| 142 |
+
Monocyte,observed,3,ENSG00000185745
|
| 143 |
+
Monocyte,observed,4,ENSG00000120885
|
| 144 |
+
Monocyte,observed,5,ENSG00000088827
|
| 145 |
+
Monocyte,observed,6,ENSG00000137959
|
| 146 |
+
Monocyte,observed,7,ENSG00000169385
|
| 147 |
+
Monocyte,observed,8,ENSG00000134321
|
| 148 |
+
Monocyte,observed,9,ENSG00000119917
|
| 149 |
+
Monocyte,observed,10,ENSG00000166428
|
| 150 |
+
Monocyte,observed,11,ENSG00000184979
|
| 151 |
+
Monocyte,observed,12,ENSG00000135636
|
| 152 |
+
Monocyte,observed,13,ENSG00000126709
|
| 153 |
+
Monocyte,observed,14,ENSG00000188042
|
| 154 |
+
Monocyte,observed,15,ENSG00000149131
|
| 155 |
+
Monocyte,observed,16,ENSG00000157601
|
| 156 |
+
Monocyte,observed,17,ENSG00000162614
|
| 157 |
+
Monocyte,observed,18,ENSG00000133216
|
| 158 |
+
Monocyte,observed,19,ENSG00000102760
|
| 159 |
+
Monocyte,observed,20,ENSG00000148773
|
| 160 |
+
Monocyte,observed,21,ENSG00000125538
|
| 161 |
+
Monocyte,observed,22,ENSG00000197980
|
| 162 |
+
Monocyte,observed,23,ENSG00000073756
|
| 163 |
+
Monocyte,observed,24,ENSG00000196735
|
| 164 |
+
Monocyte,observed,25,ENSG00000134326
|
| 165 |
+
Monocyte,observed,26,ENSG00000137965
|
| 166 |
+
Monocyte,observed,27,ENSG00000010030
|
| 167 |
+
Monocyte,observed,28,ENSG00000185885
|
| 168 |
+
Monocyte,observed,29,ENSG00000169439
|
| 169 |
+
Monocyte,observed,30,ENSG00000140563
|
| 170 |
+
Monocyte,observed,31,ENSG00000187608
|
| 171 |
+
Monocyte,observed,32,ENSG00000177409
|
| 172 |
+
Monocyte,observed,33,ENSG00000165185
|
| 173 |
+
Monocyte,observed,34,ENSG00000123405
|
| 174 |
+
Monocyte,observed,35,ENSG00000160223
|
| 175 |
+
Monocyte,observed,36,ENSG00000133106
|
| 176 |
+
Monocyte,observed,37,ENSG00000132530
|
| 177 |
+
Monocyte,observed,38,ENSG00000137198
|
| 178 |
+
Monocyte,observed,39,ENSG00000118922
|
| 179 |
+
Monocyte,observed,40,ENSG00000111335
|
| 180 |
+
Monocyte,observed,41,ENSG00000138642
|
| 181 |
+
Monocyte,observed,42,ENSG00000078053
|
| 182 |
+
Monocyte,observed,43,ENSG00000035720
|
| 183 |
+
Monocyte,observed,44,ENSG00000111331
|
| 184 |
+
Monocyte,observed,45,ENSG00000138646
|
| 185 |
+
Monocyte,observed,46,ENSG00000135114
|
| 186 |
+
Monocyte,observed,47,ENSG00000161835
|
| 187 |
+
Monocyte,observed,48,ENSG00000157168
|
| 188 |
+
Monocyte,observed,49,ENSG00000213782
|
| 189 |
+
Monocyte,observed,50,ENSG00000115267
|
| 190 |
+
Monocyte,generated,1,ENSG00000165949
|
| 191 |
+
Monocyte,generated,2,ENSG00000145287
|
| 192 |
+
Monocyte,generated,3,ENSG00000157601
|
| 193 |
+
Monocyte,generated,4,ENSG00000089127
|
| 194 |
+
Monocyte,generated,5,ENSG00000163565
|
| 195 |
+
Monocyte,generated,6,ENSG00000132530
|
| 196 |
+
Monocyte,generated,7,ENSG00000156273
|
| 197 |
+
Monocyte,generated,8,ENSG00000213741
|
| 198 |
+
Monocyte,generated,9,ENSG00000114942
|
| 199 |
+
Monocyte,generated,10,ENSG00000099331
|
| 200 |
+
Monocyte,generated,11,ENSG00000189060
|
| 201 |
+
Monocyte,generated,12,ENSG00000184730
|
| 202 |
+
Monocyte,generated,13,ENSG00000185885
|
| 203 |
+
Monocyte,generated,14,ENSG00000100596
|
| 204 |
+
Monocyte,generated,15,ENSG00000059728
|
| 205 |
+
Monocyte,generated,16,ENSG00000198382
|
| 206 |
+
Monocyte,generated,17,ENSG00000138688
|
| 207 |
+
Monocyte,generated,18,ENSG00000127184
|
| 208 |
+
Monocyte,generated,19,ENSG00000025708
|
| 209 |
+
Monocyte,generated,20,ENSG00000212907
|
| 210 |
+
Monocyte,generated,21,ENSG00000177954
|
| 211 |
+
Monocyte,generated,22,ENSG00000171858
|
| 212 |
+
Monocyte,generated,23,ENSG00000109475
|
| 213 |
+
Monocyte,generated,24,ENSG00000145592
|
| 214 |
+
Monocyte,generated,25,ENSG00000233927
|
| 215 |
+
Monocyte,generated,26,ENSG00000198918
|
| 216 |
+
Monocyte,generated,27,ENSG00000186468
|
| 217 |
+
Monocyte,generated,28,ENSG00000196531
|
| 218 |
+
Monocyte,generated,29,ENSG00000182899
|
| 219 |
+
Monocyte,generated,30,ENSG00000134419
|
| 220 |
+
Monocyte,generated,31,ENSG00000138326
|
| 221 |
+
Monocyte,generated,32,ENSG00000198938
|
| 222 |
+
Monocyte,generated,33,ENSG00000100097
|
| 223 |
+
Monocyte,generated,34,ENSG00000156482
|
| 224 |
+
Monocyte,generated,35,ENSG00000197958
|
| 225 |
+
Monocyte,generated,36,ENSG00000188846
|
| 226 |
+
Monocyte,generated,37,ENSG00000136942
|
| 227 |
+
NK cell,observed,1,ENSG00000137959
|
| 228 |
+
NK cell,observed,2,ENSG00000089127
|
| 229 |
+
NK cell,observed,3,ENSG00000134321
|
| 230 |
+
NK cell,observed,4,ENSG00000134326
|
| 231 |
+
NK cell,observed,5,ENSG00000119917
|
| 232 |
+
NK cell,observed,6,ENSG00000157601
|
| 233 |
+
NK cell,observed,7,ENSG00000126709
|
| 234 |
+
NK cell,observed,8,ENSG00000137965
|
| 235 |
+
NK cell,observed,9,ENSG00000124191
|
| 236 |
+
NK cell,observed,10,ENSG00000115155
|
| 237 |
+
NK cell,observed,11,ENSG00000132530
|
| 238 |
+
NK cell,observed,12,ENSG00000133106
|
| 239 |
+
NK cell,observed,13,ENSG00000196141
|
| 240 |
+
NK cell,observed,14,ENSG00000111335
|
| 241 |
+
NK cell,observed,15,ENSG00000137628
|
| 242 |
+
NK cell,observed,16,ENSG00000188313
|
| 243 |
+
NK cell,observed,17,ENSG00000121858
|
| 244 |
+
NK cell,observed,18,ENSG00000166750
|
| 245 |
+
NK cell,observed,19,ENSG00000135114
|
| 246 |
+
NK cell,observed,20,ENSG00000138646
|
| 247 |
+
NK cell,observed,21,ENSG00000183486
|
| 248 |
+
NK cell,observed,22,ENSG00000138496
|
| 249 |
+
NK cell,observed,23,ENSG00000068079
|
| 250 |
+
NK cell,observed,24,ENSG00000025708
|
| 251 |
+
NK cell,observed,25,ENSG00000187608
|
| 252 |
+
NK cell,observed,26,ENSG00000172954
|
| 253 |
+
NK cell,observed,27,ENSG00000165029
|
| 254 |
+
NK cell,observed,28,ENSG00000185507
|
| 255 |
+
NK cell,observed,29,ENSG00000277462
|
| 256 |
+
NK cell,observed,30,ENSG00000213782
|
| 257 |
+
NK cell,observed,31,ENSG00000184357
|
| 258 |
+
NK cell,observed,32,ENSG00000110841
|
| 259 |
+
NK cell,observed,33,ENSG00000055332
|
| 260 |
+
NK cell,observed,34,ENSG00000167196
|
| 261 |
+
NK cell,observed,35,ENSG00000163565
|
| 262 |
+
NK cell,observed,36,ENSG00000130702
|
| 263 |
+
NK cell,observed,37,ENSG00000205413
|
| 264 |
+
NK cell,observed,38,ENSG00000152778
|
| 265 |
+
NK cell,observed,39,ENSG00000103150
|
| 266 |
+
NK cell,observed,40,ENSG00000059378
|
| 267 |
+
NK cell,observed,41,ENSG00000160991
|
| 268 |
+
NK cell,observed,42,ENSG00000130023
|
| 269 |
+
NK cell,observed,43,ENSG00000180644
|
| 270 |
+
NK cell,observed,44,ENSG00000125637
|
| 271 |
+
NK cell,observed,45,ENSG00000164144
|
| 272 |
+
NK cell,observed,46,ENSG00000150961
|
| 273 |
+
NK cell,observed,47,ENSG00000006451
|
| 274 |
+
NK cell,observed,48,ENSG00000134982
|
| 275 |
+
NK cell,observed,49,ENSG00000175029
|
| 276 |
+
NK cell,observed,50,ENSG00000154127
|
| 277 |
+
NK cell,generated,1,ENSG00000187608
|
| 278 |
+
NK cell,generated,2,ENSG00000126709
|
| 279 |
+
NK cell,generated,3,ENSG00000132530
|
| 280 |
+
NK cell,generated,4,ENSG00000185507
|
| 281 |
+
NK cell,generated,5,ENSG00000133106
|
| 282 |
+
NK cell,generated,6,ENSG00000163947
|
| 283 |
+
NK cell,generated,7,ENSG00000088986
|
| 284 |
+
NK cell,generated,8,ENSG00000177409
|
| 285 |
+
NK cell,generated,9,ENSG00000107968
|
| 286 |
+
NK cell,generated,10,ENSG00000089127
|
| 287 |
+
NK cell,generated,11,ENSG00000163508
|
| 288 |
+
NK cell,generated,12,ENSG00000122643
|
| 289 |
+
NK cell,generated,13,ENSG00000047249
|
| 290 |
+
NK cell,generated,14,ENSG00000233927
|
| 291 |
+
NK cell,generated,15,ENSG00000109475
|
| 292 |
+
DC,observed,1,ENSG00000165949
|
| 293 |
+
DC,observed,2,ENSG00000137959
|
| 294 |
+
DC,observed,3,ENSG00000115155
|
| 295 |
+
DC,observed,4,ENSG00000185885
|
| 296 |
+
DC,observed,5,ENSG00000157168
|
| 297 |
+
DC,observed,6,ENSG00000117318
|
| 298 |
+
DC,observed,7,ENSG00000152766
|
| 299 |
+
DC,observed,8,ENSG00000187608
|
| 300 |
+
DC,observed,9,ENSG00000177409
|
| 301 |
+
DC,observed,10,ENSG00000172780
|
| 302 |
+
DC,observed,11,ENSG00000087903
|
| 303 |
+
DC,observed,12,ENSG00000089127
|
| 304 |
+
DC,observed,13,ENSG00000167641
|
| 305 |
+
DC,observed,14,ENSG00000132530
|
| 306 |
+
DC,observed,15,ENSG00000133106
|
| 307 |
+
DC,observed,16,ENSG00000102984
|
| 308 |
+
DC,observed,17,ENSG00000183486
|
| 309 |
+
DC,observed,18,ENSG00000111331
|
| 310 |
+
DC,observed,19,ENSG00000055332
|
| 311 |
+
DC,observed,20,ENSG00000163565
|
| 312 |
+
DC,observed,21,ENSG00000138496
|
| 313 |
+
DC,observed,22,ENSG00000124762
|
| 314 |
+
DC,observed,23,ENSG00000134326
|
| 315 |
+
DC,observed,24,ENSG00000136213
|
| 316 |
+
DC,observed,25,ENSG00000026751
|
| 317 |
+
DC,observed,26,ENSG00000068079
|
| 318 |
+
DC,observed,27,ENSG00000066084
|
| 319 |
+
DC,observed,28,ENSG00000198087
|
| 320 |
+
DC,observed,29,ENSG00000171608
|
| 321 |
+
DC,observed,30,ENSG00000140750
|
| 322 |
+
DC,observed,31,ENSG00000100852
|
| 323 |
+
DC,observed,32,ENSG00000196141
|
| 324 |
+
DC,observed,33,ENSG00000106785
|
| 325 |
+
DC,observed,34,ENSG00000064225
|
| 326 |
+
DC,observed,35,ENSG00000134242
|
| 327 |
+
DC,observed,36,ENSG00000117009
|
| 328 |
+
DC,observed,37,ENSG00000109861
|
| 329 |
+
DC,observed,38,ENSG00000146376
|
| 330 |
+
DC,observed,39,ENSG00000140968
|
| 331 |
+
DC,observed,40,ENSG00000002549
|
| 332 |
+
DC,observed,41,ENSG00000138035
|
| 333 |
+
DC,observed,42,ENSG00000138190
|
| 334 |
+
DC,observed,43,ENSG00000028116
|
| 335 |
+
DC,observed,44,ENSG00000173163
|
| 336 |
+
DC,observed,45,ENSG00000198162
|
| 337 |
+
DC,observed,46,ENSG00000177200
|
| 338 |
+
DC,observed,47,ENSG00000167851
|
| 339 |
+
DC,observed,48,ENSG00000111670
|
| 340 |
+
DC,observed,49,ENSG00000109756
|
| 341 |
+
DC,observed,50,ENSG00000138326
|
| 342 |
+
DC,generated,1,ENSG00000185885
|
| 343 |
+
DC,generated,2,ENSG00000157601
|
| 344 |
+
DC,generated,3,ENSG00000121552
|
| 345 |
+
DC,generated,4,ENSG00000109475
|
| 346 |
+
DC,generated,5,ENSG00000182899
|
| 347 |
+
all (input bulk),broadcast,1,ENSG00000165949
|
| 348 |
+
all (input bulk),broadcast,2,ENSG00000115155
|
| 349 |
+
all (input bulk),broadcast,3,ENSG00000185745
|
| 350 |
+
all (input bulk),broadcast,4,ENSG00000197561
|
| 351 |
+
all (input bulk),broadcast,5,ENSG00000005381
|
| 352 |
+
all (input bulk),broadcast,6,ENSG00000100448
|
| 353 |
+
all (input bulk),broadcast,7,ENSG00000119917
|
| 354 |
+
all (input bulk),broadcast,8,ENSG00000088827
|
| 355 |
+
all (input bulk),broadcast,9,ENSG00000137959
|
| 356 |
+
all (input bulk),broadcast,10,ENSG00000134321
|
| 357 |
+
all (input bulk),broadcast,11,ENSG00000148346
|
| 358 |
+
all (input bulk),broadcast,12,ENSG00000087116
|
| 359 |
+
all (input bulk),broadcast,13,ENSG00000179869
|
| 360 |
+
all (input bulk),broadcast,14,ENSG00000159189
|
| 361 |
+
all (input bulk),broadcast,15,ENSG00000272398
|
| 362 |
+
all (input bulk),broadcast,16,ENSG00000133069
|
| 363 |
+
all (input bulk),broadcast,17,ENSG00000152766
|
| 364 |
+
all (input bulk),broadcast,18,ENSG00000257017
|
| 365 |
+
all (input bulk),broadcast,19,ENSG00000100985
|
| 366 |
+
all (input bulk),broadcast,20,ENSG00000184979
|
| 367 |
+
all (input bulk),broadcast,21,ENSG00000158578
|
| 368 |
+
all (input bulk),broadcast,22,ENSG00000173369
|
| 369 |
+
all (input bulk),broadcast,23,ENSG00000079385
|
| 370 |
+
all (input bulk),broadcast,24,ENSG00000118520
|
| 371 |
+
all (input bulk),broadcast,25,ENSG00000138772
|
| 372 |
+
all (input bulk),broadcast,26,ENSG00000137198
|
| 373 |
+
all (input bulk),broadcast,27,ENSG00000119922
|
| 374 |
+
all (input bulk),broadcast,28,ENSG00000105610
|
| 375 |
+
all (input bulk),broadcast,29,ENSG00000146122
|
| 376 |
+
all (input bulk),broadcast,30,ENSG00000244734
|
| 377 |
+
all (input bulk),broadcast,31,ENSG00000148773
|
| 378 |
+
all (input bulk),broadcast,32,ENSG00000158373
|
| 379 |
+
all (input bulk),broadcast,33,ENSG00000169385
|
| 380 |
+
all (input bulk),broadcast,34,ENSG00000134326
|
| 381 |
+
all (input bulk),broadcast,35,ENSG00000149131
|
| 382 |
+
all (input bulk),broadcast,36,ENSG00000126787
|
| 383 |
+
all (input bulk),broadcast,37,ENSG00000153823
|
| 384 |
+
all (input bulk),broadcast,38,ENSG00000133063
|
| 385 |
+
all (input bulk),broadcast,39,ENSG00000126709
|
| 386 |
+
all (input bulk),broadcast,40,ENSG00000187608
|
| 387 |
+
all (input bulk),broadcast,41,ENSG00000123485
|
| 388 |
+
all (input bulk),broadcast,42,ENSG00000142089
|
| 389 |
+
all (input bulk),broadcast,43,ENSG00000089685
|
| 390 |
+
all (input bulk),broadcast,44,ENSG00000129538
|
| 391 |
+
all (input bulk),broadcast,45,ENSG00000131747
|
| 392 |
+
all (input bulk),broadcast,46,ENSG00000123610
|
| 393 |
+
all (input bulk),broadcast,47,ENSG00000101335
|
| 394 |
+
all (input bulk),broadcast,48,ENSG00000153234
|
| 395 |
+
all (input bulk),broadcast,49,ENSG00000186529
|
| 396 |
+
all (input bulk),broadcast,50,ENSG00000145386
|