Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/ji2025_chili/zs_K2000/contrast.csv +14 -0
- paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/ji2025_chili/zs_K2000/per_donor.csv +34 -0
- paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/ji2025_chili/zs_K2000/summary.json +569 -0
- paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/k1000_saturated_summary.csv +31 -0
paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/ji2025_chili/zs_K2000/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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zs_K2000,T cell,mean_cp10k,3021,0.1936892620414042,0.22039608693345034,0.1449729100653414,0.2591304649330203,18,15,18,15,59396,14017,,,,,,,,,,,
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zs_K2000,T cell,pseudobulk_log1p_cpm,3021,0.09309011058330038,0.27145331834905573,0.06007634556783015,0.1317863347579998,18,15,18,15,59396,14017,,,,,,,,,,,
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| 4 |
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zs_K2000,B cell,mean_cp10k,3245,-0.09002164769373328,0.13326750229861392,-0.10945184189953557,0.13141355027115617,18,15,18,15,7162,2717,,,,,,,,,,,
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| 5 |
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zs_K2000,B cell,pseudobulk_log1p_cpm,3245,-0.11044096924586269,0.01993963216355321,-0.1119383831715454,0.06287568369059664,18,15,18,15,7162,2717,,,,,,,,,,,
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| 6 |
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zs_K2000,Monocyte,mean_cp10k,3154,0.21179981613254145,0.3983317004681723,0.10578211402159825,0.2992979412168947,18,15,18,15,34457,27557,,,,,,,,,,,
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| 7 |
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zs_K2000,Monocyte,pseudobulk_log1p_cpm,3154,0.18744029889058536,0.35676796217145185,0.12991257836877662,0.19150578972346144,18,15,18,15,34457,27557,,,,,,,,,,,
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| 8 |
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zs_K2000,NK cell,mean_cp10k,3051,-0.013048483527535343,0.20750320008350984,-0.04990304643455245,0.168991522253339,18,15,18,15,18147,1255,,,,,,,,,,,
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| 9 |
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zs_K2000,NK cell,pseudobulk_log1p_cpm,3051,0.02672365250213676,0.10364196133517908,0.015284658551367547,0.11208885907299672,18,15,18,15,18147,1255,,,,,,,,,,,
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| 10 |
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zs_K2000,T cell,welch_top50_deg,5752,,,,,18,15,18,15,59396,14017,True,0,0.0,50,0,1897,0,0,0.0,15,15
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| 11 |
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zs_K2000,B cell,welch_top50_deg,5752,,,,,18,15,18,15,7162,2717,True,0,0.0,50,0,73,0,1,0.015625,15,15
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| 12 |
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zs_K2000,Monocyte,welch_top50_deg,5752,,,,,18,15,18,15,34457,27557,True,0,0.0,50,1,346,1,2,0.031746031746031744,15,15
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| 13 |
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zs_K2000,NK cell,welch_top50_deg,5752,,,,,18,15,18,15,18147,1255,True,0,0.0,50,0,396,0,1,0.015625,15,15
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| 14 |
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zs_K2000,DC,welch_top50_deg,5752,,,,,16,15,18,15,1755,253,True,0,0.0,50,0,138,0,0,0.0,15,15
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paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/ji2025_chili/zs_K2000/per_donor.csv
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| 1 |
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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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zs_K2000,N064_TOL,TOL,1500,2498,150,0.3413333333333333,0.6517213771016813,0.051333333333333335,0.044035228182546036,0.484,0.1677341873498799,0.03666666666666667,0.07606084867894315,0.008,0.010008006405124099,0.07866666666666666,0.05044035228182546,0.7035804643714972,0.403363787668748,0.8338891266705103,14,False,0.7466666666666667,0.24666666666666667,0.48,0.2733333333333333,48.4,16.77341873498799,398.5,662.0
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| 3 |
+
zs_K2000,N064_FU1,FU1,1500,4659,150,0.4033333333333333,0.6396222365314446,0.03933333333333333,0.016527151749302426,0.454,0.13865636402661516,0.034,0.19167203262502683,0.004666666666666667,0.00472204335694355,0.06466666666666666,0.008800171710667526,0.7880326250268299,0.4106007815223675,0.8402763030746209,6,False,0.7066666666666667,0.09333333333333334,0.44,0.24666666666666667,45.4,13.865636402661515,400.0,925.0
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| 4 |
+
zs_K2000,N032_AC,AC,1500,7350,150,0.306,0.5891156462585034,0.076,0.10979591836734694,0.498,0.17551020408163265,0.027333333333333334,0.04707482993197279,0.006,0.025714285714285714,0.08666666666666667,0.0527891156462585,0.712734693877551,0.40579421372527663,0.8359971453700948,13,False,0.7333333333333333,0.31333333333333335,0.46,0.11333333333333333,49.8,17.551020408163264,418.0,437.0
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| 5 |
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zs_K2000,N038_BC,BC,1500,2801,150,0.232,0.5608711174580507,0.068,0.0046411995715815784,0.584,0.16565512317029632,0.027333333333333334,0.2170653338093538,0.005333333333333333,0.034273473759371655,0.08333333333333333,0.017493752231345947,1.095086516720219,0.3481378884463771,0.8292052864785068,23,False,0.7466666666666667,0.006666666666666667,0.5066666666666667,0.10666666666666667,58.4,16.565512317029633,423.5,1317.0
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| 6 |
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zs_K2000,N038_AC,AC,1500,3976,150,0.236,0.6830985915492958,0.058,0.00829979879275654,0.6146666666666667,0.1290241448692153,0.022,0.12072434607645875,0.005333333333333333,0.03194164989939638,0.064,0.026911468812877263,1.1448625083836352,0.4636716646911493,0.8296041848955805,22,False,0.7133333333333334,0.04,0.4666666666666667,0.1,61.46666666666667,12.90241448692153,436.5,910.5
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| 7 |
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zs_K2000,N055_AC,AC,1500,4308,150,0.164,0.340297121634169,0.042666666666666665,0.07799442896935933,0.6873333333333334,0.32474466109563604,0.024666666666666667,0.2051996285979573,0.0033333333333333335,0.0060352831940575676,0.078,0.0457288765088208,0.7897195914577531,0.3037845097207051,0.8372557734728804,10,False,0.6866666666666666,0.02666666666666667,0.3466666666666667,0.15333333333333332,68.73333333333333,32.47446610956361,421.5,1139.5
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| 8 |
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zs_K2000,N136_TOL,TOL,1500,759,150,0.262,0.48616600790513836,0.043333333333333335,0.10013175230566534,0.592,0.19104084321475626,0.008,0.0922266139657444,0.006666666666666667,0.0013175230566534915,0.088,0.12911725955204217,0.8126166007905138,0.31649479655351276,0.8148768779096288,26,False,0.66,0.006666666666666667,0.38,0.16666666666666666,59.199999999999996,19.104084321475625,412.0,1837.0
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| 9 |
+
zs_K2000,N136_FU1,FU1,1500,2927,150,0.21266666666666667,0.4246668944311582,0.06466666666666666,0.14724974376494704,0.6393333333333333,0.19337205329689103,0.008666666666666666,0.09531943969935087,0.005333333333333333,0.0023915271609156134,0.06933333333333333,0.13700034164673727,0.8978061724177202,0.41630882593211405,0.8231212674108658,24,False,0.7266666666666667,0.06666666666666667,0.4533333333333333,0.13333333333333333,63.93333333333333,19.3372053296891,447.5,1501.0
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| 10 |
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zs_K2000,N138_TOL,TOL,1500,5129,150,0.228,0.13803860401637746,0.062,0.02807564827451745,0.606,0.5878338857477091,0.013333333333333334,0.17703255995320724,0.006666666666666667,0.006044063170208618,0.084,0.06297523883798012,0.3273984532397478,0.7925802602508564,0.8267587964320415,16,False,0.7133333333333334,0.04666666666666667,0.4266666666666667,0.11333333333333333,60.6,58.78338857477091,396.0,1117.0
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| 11 |
+
zs_K2000,N138_FU1,FU1,1500,2107,150,0.13533333333333333,0.2728998576174656,0.04,0.04841006169909824,0.738,0.4831514000949217,0.012666666666666666,0.1134314190792596,0.0026666666666666666,0.005220692928334125,0.07133333333333333,0.07688656858092074,0.5096971998101567,0.569899242948485,0.8390623516305465,5,False,0.6533333333333333,0.04,0.31333333333333335,0.14,73.8,48.31514000949217,441.0,1446.0
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| 12 |
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zs_K2000,N128_BC,BC,1500,3902,150,0.266,0.5158892875448488,0.054,0.06817016914402871,0.5893333333333334,0.29420809841107126,0.02266666666666667,0.07842132239876987,0.004,0.03331624807790876,0.064,0.00999487442337263,0.6982607209977789,0.21132230546644887,0.8341214647636184,15,False,0.7133333333333334,0.06,0.4,0.13333333333333333,58.93333333333334,29.420809841107125,403.5,1088.0
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| 13 |
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zs_K2000,N128_AC,AC,1500,2713,150,0.25266666666666665,0.5488389237007003,0.06733333333333333,0.06524143015112421,0.568,0.2790269074824917,0.026,0.07077036490969407,0.005333333333333333,0.029487652045705862,0.08066666666666666,0.006634721710283818,0.7301938813122005,0.23334452587077809,0.8417311435887953,5,False,0.6866666666666666,0.06,0.4066666666666667,0.14666666666666667,56.8,27.90269074824917,399.0,1181.0
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| 14 |
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zs_K2000,N129_BC,BC,1500,3087,150,0.256,0.5963718820861678,0.062,0.11305474570780694,0.584,0.08357628765792031,0.025333333333333333,0.18140589569160998,0.0026666666666666666,0.013281503077421444,0.07,0.012309685779073534,1.116228053126012,0.42589167542025136,0.8246340602258316,26,False,0.7,0.04666666666666667,0.44,0.14666666666666667,58.4,8.35762876579203,432.0,1059.0
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| 15 |
+
zs_K2000,N129_AC,AC,1500,2798,150,0.29133333333333333,0.7076483202287348,0.06133333333333333,0.04932094353109364,0.5313333333333333,0.07969978556111508,0.03133333333333333,0.13366690493209435,0.004666666666666667,0.0228734810578985,0.08,0.006790564689063617,1.0737107457707886,0.4965696459014902,0.8180873698275793,31,False,0.6933333333333334,0.08666666666666667,0.43333333333333335,0.1,53.13333333333333,7.969978556111508,407.0,759.0
|
| 16 |
+
zs_K2000,N147_TOL,TOL,1500,3210,150,0.24666666666666667,0.44205607476635517,0.06133333333333333,0.00809968847352025,0.6133333333333333,0.4193146417445483,0.021333333333333333,0.07102803738317758,0.006666666666666667,0.0065420560747663555,0.050666666666666665,0.0529595015576324,0.4947538940809968,0.36540380452880195,0.8637228296036047,1,True,0.78,0.10666666666666667,0.58,0.3333333333333333,61.33333333333333,41.93146417445483,603.0,1461.5
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| 17 |
+
zs_K2000,N150_BC,BC,1500,2433,150,0.26866666666666666,0.802301685162351,0.05533333333333333,0.02301685162351007,0.562,0.1385121249486231,0.030666666666666665,0.02178380600082203,0.004,0.005754212905877518,0.07933333333333334,0.008631319358816275,1.070778462803124,0.6657432679854348,0.8427330019744416,13,False,0.7133333333333334,0.013333333333333334,0.4,0.17333333333333334,56.2,13.851212494862311,439.0,1629.0
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| 18 |
+
zs_K2000,N158_AC,AC,1500,3749,150,0.21333333333333335,0.24619898639637236,0.037333333333333336,0.026673779674579887,0.6653333333333333,0.6295012003200854,0.016,0.04934649239797279,0.0013333333333333333,0.024806615097359295,0.06666666666666667,0.0234729261136303,0.17937085445007556,0.7768443485656576,0.8583438822111569,2,False,0.7333333333333333,0.09333333333333334,0.52,0.20666666666666667,66.53333333333333,62.95012003200854,518.0,1047.0
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| 19 |
+
zs_K2000,N159_BC,BC,1500,3779,150,0.49866666666666665,0.6996559936491136,0.06066666666666667,0.018523418893887273,0.30933333333333335,0.08123842286319131,0.034666666666666665,0.173590897062715,0.006666666666666667,0.014024874305371792,0.09,0.01296639322572109,0.6945435300344007,0.49076629176870806,0.8387049820665883,9,False,0.64,0.03333333333333333,0.6,0.06666666666666667,30.933333333333334,8.123842286319132,672.0,1045.0
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| 20 |
+
zs_K2000,N001_TOL,TOL,1500,5658,150,0.334,0.51926475786497,0.066,0.03375751148815836,0.49,0.21067515022976316,0.019333333333333334,0.2163308589607635,0.005333333333333333,0.003711558854718982,0.08533333333333333,0.016260162601626018,0.7645245669848002,0.19394233264283423,0.8340692257860333,15,False,0.7933333333333333,0.013333333333333334,0.48,0.18,49.0,21.067515022976316,409.5,787.5
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| 21 |
+
zs_K2000,N001_FU1,FU1,1500,4547,150,0.22266666666666668,0.29601935341983726,0.056666666666666664,0.06575764240158347,0.6026666666666667,0.48823400043985044,0.019333333333333334,0.13591378931163403,0.004666666666666667,0.0010996261271167802,0.094,0.012975588299978007,0.3980482369327762,0.48025199143000386,0.8418765708865544,9,False,0.72,0.04,0.36,0.20666666666666667,60.266666666666666,48.823400043985046,424.0,1165.0
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| 22 |
+
zs_K2000,N002_TOL,TOL,1500,6318,150,0.31533333333333335,0.41579613801836024,0.06733333333333333,0.05777144666033555,0.5193333333333333,0.3779677113010446,0.03133333333333333,0.1179170623615068,0.007333333333333333,0.020101297879075657,0.059333333333333335,0.010446343779677113,0.39962899651788536,0.26738927826214887,0.8449072392258421,5,False,0.7533333333333333,0.02666666666666667,0.4533333333333333,0.10666666666666667,51.93333333333333,37.79677113010446,423.0,933.5
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| 23 |
+
zs_K2000,N002_FU1,FU1,1500,4975,150,0.36533333333333334,0.31618090452261305,0.06,0.07276381909547738,0.486,0.45587939698492463,0.035333333333333335,0.12261306532663317,0.005333333333333333,0.02271356783919598,0.048,0.00984924623115578,0.23484757118927974,0.4584219344204332,0.8544444979917412,1,True,0.7266666666666667,0.11333333333333333,0.42,0.4,48.6,45.58793969849246,426.0,979.0
|
| 24 |
+
zs_K2000,N005_BC,BC,1500,6359,150,0.2673333333333333,0.7200817738638151,0.03666666666666667,0.05016512030193427,0.5973333333333334,0.11448340934109137,0.019333333333333334,0.09891492373014625,0.005333333333333333,0.007705614090265765,0.074,0.008649158672747287,1.0964015306389896,0.5179762638363822,0.822183854485612,25,False,0.6733333333333333,0.013333333333333334,0.37333333333333335,0.06666666666666667,59.73333333333334,11.448340934109137,422.5,782.0
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| 25 |
+
zs_K2000,N005_AC,AC,1500,3433,150,0.524,0.8100786484124672,0.04933333333333333,0.015147101660355374,0.316,0.07952228371686572,0.050666666666666665,0.08243518788231867,0.006,0.010195164579085349,0.054,0.0026216137489076608,0.6440846684144091,0.6979700129336864,0.845775334815455,7,False,0.7933333333333333,0.02,0.5066666666666667,0.18666666666666668,31.6,7.952228371686572,443.0,1126.0
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| 26 |
+
zs_K2000,N012_TOL,TOL,1500,6709,150,0.19466666666666665,0.34759278581010583,0.05333333333333334,0.07884930690117753,0.6646666666666666,0.4672827545088687,0.018666666666666668,0.08570576837084513,0.004666666666666667,0.0005962140408406618,0.064,0.01997317036816217,0.49096238883092364,0.4808462270666366,0.8324931143424295,15,False,0.78,0.006666666666666667,0.4066666666666667,0.18,66.46666666666667,46.72827545088687,417.5,1193.0
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| 27 |
+
zs_K2000,N012_FU1,FU1,1500,4369,150,0.194,0.35889219501029984,0.042,0.19249256122682537,0.678,0.3126573586633097,0.016,0.10849164568551156,0.006666666666666667,0.000686655985351339,0.06333333333333334,0.02677958342870222,0.8157528038452736,0.3988819440268142,0.8327861346861054,12,False,0.6466666666666666,0.06,0.35333333333333333,0.31333333333333335,67.80000000000001,31.265735866330967,429.0,1299.0
|
| 28 |
+
zs_K2000,N018_BC,BC,1500,3045,150,0.25466666666666665,0.32939244663382594,0.064,0.042692939244663386,0.5486666666666666,0.2889983579638752,0.042,0.2653530377668309,0.006666666666666667,0.05812807881773399,0.084,0.015435139573070607,0.699080459770115,0.3644697123957184,0.842620458846961,17,False,0.78,0.04,0.43333333333333335,0.08666666666666667,54.86666666666666,28.899835796387517,453.5,995.0
|
| 29 |
+
zs_K2000,N018_AC,AC,1500,3520,150,0.32866666666666666,0.5900568181818182,0.07466666666666667,0.03664772727272727,0.4693333333333333,0.16164772727272728,0.030666666666666665,0.14914772727272727,0.002,0.04261363636363636,0.09466666666666666,0.019886363636363636,0.8409696969696969,0.2802228100673128,0.8456783466793838,4,False,0.7733333333333333,0.12666666666666668,0.46,0.24666666666666667,46.93333333333333,16.164772727272727,415.0,858.0
|
| 30 |
+
zs_K2000,N022_TOL,TOL,1500,3651,150,0.228,0.4864420706655711,0.05533333333333333,0.03697617091207888,0.5926666666666667,0.045740892906053134,0.028666666666666667,0.4182415776499589,0.0026666666666666666,0.0,0.09266666666666666,0.01259928786633799,1.2960339632977267,0.562781565138013,0.7898332236188305,33,False,0.66,0.013333333333333334,0.36,0.06666666666666667,59.266666666666666,4.574089290605313,408.0,1410.0
|
| 31 |
+
zs_K2000,N022_FU1,FU1,1500,2463,150,0.4026666666666667,0.48477466504263095,0.044,0.048721071863580996,0.43266666666666664,0.20259845716605765,0.04133333333333333,0.25334957369062117,0.002,0.0,0.07733333333333334,0.010556232237109216,0.5976906211936662,0.22966274597345715,0.8275552828130732,28,False,0.7266666666666667,0.0,0.5066666666666667,0.15333333333333332,43.266666666666666,20.259845716605763,406.5,1459.0
|
| 32 |
+
zs_K2000,N035_TOL,TOL,1500,1598,150,0.258,0.2853566958698373,0.04466666666666667,0.016896120150187734,0.5786666666666667,0.31101376720901125,0.019333333333333334,0.3404255319148936,0.006,0.01376720901126408,0.09333333333333334,0.03254067584480601,0.7124322069253234,0.4807456196784965,0.84817243296341,5,False,0.7733333333333333,0.03333333333333333,0.4533333333333333,0.26,57.86666666666667,31.101376720901126,456.5,1855.5
|
| 33 |
+
zs_K2000,N043_TOL,TOL,1500,2074,150,0.3546666666666667,0.3548698167791707,0.044,0.05737704918032787,0.486,0.04580520732883317,0.03266666666666666,0.4811957569913211,0.006666666666666667,0.0028929604628736743,0.076,0.05785920925747348,0.9242185792349726,0.7311197263337292,0.8024184177972272,32,False,0.7066666666666667,0.07333333333333333,0.44666666666666666,0.22,48.6,4.580520732883317,404.0,1315.5
|
| 34 |
+
zs_K2000,N043_FU1,FU1,1500,3437,150,0.2866666666666667,0.1638056444573756,0.048666666666666664,0.06779167878964212,0.5893333333333334,0.5728833284841431,0.009333333333333334,0.14896712249054408,0.008,0.0034914169333721268,0.058,0.043060808844922895,0.31751760256037254,0.6824679208462441,0.8461547028204766,4,False,0.66,0.02666666666666667,0.4266666666666667,0.17333333333333334,58.93333333333334,57.28833284841431,463.0,1422.0
|
paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/ji2025_chili/zs_K2000/summary.json
ADDED
|
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|
| 1 |
+
{
|
| 2 |
+
"schema": "paired_ft_scores.v1",
|
| 3 |
+
"dataset": "ji2025_chili",
|
| 4 |
+
"written_utc": "2026-10-03T10:23:47.422154+00:00",
|
| 5 |
+
"command": [
|
| 6 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py",
|
| 7 |
+
"--dataset",
|
| 8 |
+
"ji2025_chili",
|
| 9 |
+
"--threads",
|
| 10 |
+
"8",
|
| 11 |
+
"--donors",
|
| 12 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/data/ji2025_chili/usable_samples.txt",
|
| 13 |
+
"--arm",
|
| 14 |
+
"zs_K2000=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/generated/ji2025_chili/zs_K2000.npz",
|
| 15 |
+
"--case-groups",
|
| 16 |
+
"TOL,FU1",
|
| 17 |
+
"--control-groups",
|
| 18 |
+
"BC,AC",
|
| 19 |
+
"--out",
|
| 20 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/scores/ji2025_chili/zs_K2000"
|
| 21 |
+
],
|
| 22 |
+
"arms": [
|
| 23 |
+
"zs_K2000"
|
| 24 |
+
],
|
| 25 |
+
"donors": [
|
| 26 |
+
"N064_TOL",
|
| 27 |
+
"N064_FU1",
|
| 28 |
+
"N032_AC",
|
| 29 |
+
"N038_BC",
|
| 30 |
+
"N038_AC",
|
| 31 |
+
"N055_AC",
|
| 32 |
+
"N136_TOL",
|
| 33 |
+
"N136_FU1",
|
| 34 |
+
"N138_TOL",
|
| 35 |
+
"N138_FU1",
|
| 36 |
+
"N128_BC",
|
| 37 |
+
"N128_AC",
|
| 38 |
+
"N129_BC",
|
| 39 |
+
"N129_AC",
|
| 40 |
+
"N147_TOL",
|
| 41 |
+
"N150_BC",
|
| 42 |
+
"N158_AC",
|
| 43 |
+
"N159_BC",
|
| 44 |
+
"N001_TOL",
|
| 45 |
+
"N001_FU1",
|
| 46 |
+
"N002_TOL",
|
| 47 |
+
"N002_FU1",
|
| 48 |
+
"N005_BC",
|
| 49 |
+
"N005_AC",
|
| 50 |
+
"N012_TOL",
|
| 51 |
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|
| 566 |
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"seconds": 14.3
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}
|
paper-releases/pbisc-diffusion/updates/20261003T103040Z-crosscohort-k1000-saturation/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/scores/k1000_saturated_summary.csv
ADDED
|
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|
| 1 |
+
cohort,arm,steps,L1,cov,logFC_r,DEG50
|
| 2 |
+
immicro,zero-shot,,0.4457108278919341,0.1864797507788162,,
|
| 3 |
+
immicro,calibration,,0.1722069047664396,0.5724610591900312,,
|
| 4 |
+
immicro,LOCO r16,28k,0.1749185468427659,0.4516510903426791,,
|
| 5 |
+
immicro,LOCO r64,39k,0.1985802411762652,0.3817445482866043,,
|
| 6 |
+
immicro,LOCO full,65k,0.2125512374709209,0.3457943925233644,,
|
| 7 |
+
immicro,own-pair LoRA,,0.1617289035078621,0.7842990654205607,,
|
| 8 |
+
ye2026_sepsis,zero-shot,,0.5094583598384997,0.0739837398373983,-0.0218488037483353,9.0
|
| 9 |
+
ye2026_sepsis,calibration,,0.4438043638834868,0.4638211382113821,0.096687697453407,13.0
|
| 10 |
+
ye2026_sepsis,LOCO r16,26k,0.4913211548128607,0.3413821138211382,0.101710043535857,8.0
|
| 11 |
+
ye2026_sepsis,LOCO r64,59k,0.5696031573329058,0.2891869918699187,0.2279128935245801,4.0
|
| 12 |
+
ye2026_sepsis,LOCO full,108k,0.5846173784329263,0.3456910569105691,0.0729786048459425,5.0
|
| 13 |
+
ye2026_sepsis,own-pair LoRA,,0.3618246783833512,0.829349593495935,0.5267612711229187,23.0
|
| 14 |
+
imperial_eskd,zero-shot,,0.8029956289662181,0.1131504982539817,0.6419400899561818,108.0
|
| 15 |
+
imperial_eskd,calibration,,0.6511665403698953,0.6370411378928541,0.6892227232868162,108.0
|
| 16 |
+
imperial_eskd,LOCO r16,40k,0.6354385520845358,0.6838003577208074,0.4911554039130412,94.0
|
| 17 |
+
imperial_eskd,LOCO r64,69k,0.5944384838913485,0.7228941316753258,0.5804458634433078,102.0
|
| 18 |
+
imperial_eskd,LOCO full,93k,0.5795732789528253,0.6076143429009454,0.4594574776810309,97.0
|
| 19 |
+
imperial_eskd,own-pair LoRA,,0.3763856087574566,0.8500127757431224,0.8187448084273437,143.0
|
| 20 |
+
giroux2022,zero-shot,,0.3371720174278078,0.2927777777777778,0.3398845597697065,0.0
|
| 21 |
+
giroux2022,calibration,,0.2021745636446695,0.8911111111111111,0.2380557230771336,0.0
|
| 22 |
+
giroux2022,LOCO r16,35k,0.4308676782847784,0.8188888888888889,0.299296791280024,0.0
|
| 23 |
+
giroux2022,LOCO r64,69k,0.4098228307587457,0.8086111111111111,0.2782171017159492,0.0
|
| 24 |
+
giroux2022,LOCO full,120k,0.4647900529511483,0.7755555555555556,0.1961419318654852,2.0
|
| 25 |
+
giroux2022,own-pair LoRA,,0.2580442754044374,0.9280555555555556,0.4609484830407913,5.0
|
| 26 |
+
ji2025_chili,zero-shot,,0.7246556382795132,0.0589898989898989,0.0749497041532697,0.0
|
| 27 |
+
ji2025_chili,calibration,,0.5647530791873953,0.0711111111111111,0.1267294999850211,0.0
|
| 28 |
+
ji2025_chili,LOCO r16,40k,0.7395379838267597,0.3387878787878788,0.0453422248807782,0.0
|
| 29 |
+
ji2025_chili,LOCO r64,51k,0.6199837283023538,0.3951515151515151,0.1641484090455708,0.0
|
| 30 |
+
ji2025_chili,LOCO full,86k,1.0304931953192484,0.0812121212121212,0.1386792074228318,5.0
|
| 31 |
+
ji2025_chili,own-pair LoRA,,0.5044992874562503,0.8569696969696969,0.4792879834022506,15.0
|