Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261004T174508Z-sepsis-rare-states/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/logs/extract_zs__raw.log

@@ -0,0 +1 @@
+{"arm": "zs__raw", "sha256_ok": true, "cells": 123000, "donors": 82, "poisson_reproduced": true, "median_lib_measured": 973.0}

paper-releases/pbisc-diffusion/updates/20261004T174508Z-sepsis-rare-states/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/sepsis_contrasts.csv

@@ -0,0 +1,316 @@
+arm,state,contrast,n_a,n_b,obs_a,obs_b,gen_a,gen_b,obs_diff,gen_diff,same_direction
+zs__raw,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,3281 / 57131,105 / 8702,41 / 30375,1 / 2195,5.446863016703963,0.07756133420260566,True
+zs__raw,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,2114 / 15430,33 / 4363,10 / 6066,2 / 897,8.481078191387752,-0.024620839955400056,False
+zs__raw,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,5395 / 72561,513 / 38708,51 / 36441,12 / 9033,6.124731412291873,0.008135428419190932,True
+zs__raw,Cycling T/NK,adult sepsis vs adult HC,46,7,807 / 187719,108 / 44192,158 / 27878,18 / 7023,0.3191664126361188,0.36536469695703805,True
+zs__raw,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,545 / 43733,248 / 24170,80 / 10404,10 / 3500,0.15692364949538073,0.5240752631933088,True
+zs__raw,Cycling T/NK,all sepsis vs all controls,61,21,1352 / 231452,880 / 114497,238 / 38282,56 / 16631,-0.11515200366891765,0.29992236643301473,False
+zs__raw,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,1249 / 162485,195 / 33194,107 / 20787,9 / 5978,0.4072447201931727,0.47072848611167184,True
+zs__raw,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,659 / 40153,371 / 20916,37 / 8615,3 / 3099,-0.2680811564650547,0.3999890100107825,False
+zs__raw,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,1908 / 202638,1290 / 95479,144 / 29402,24 / 13945,-0.3199090575396817,0.376300861034089,False
+zs__raw,Proliferating T (label),adult sepsis vs adult HC,46,7,1725 / 162485,439 / 33194,776 / 20787,74 / 5978,-0.06114597070139549,2.6517231097474374,False
+zs__raw,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,1130 / 40153,542 / 20916,399 / 8615,36 / 3099,-0.1777889168259632,3.7685143758472925,False
+zs__raw,Proliferating T (label),all sepsis vs all controls,61,21,2855 / 202638,1938 / 95479,1175 / 29402,194 / 13945,-0.6231075450308581,2.5207346383512412,False
+zs__raw,Plasmablast (label),adult sepsis vs adult HC,46,7,3601 / 310451,90 / 59344,342 / 69000,1 / 10500,0.9743555916610747,0.4861283643892338,True
+zs__raw,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,2779 / 98395,1000 / 35572,299 / 22500,1 / 6000,-0.13589544487460703,1.312222222222222,False
+zs__raw,Plasmablast (label),all sepsis vs all controls,61,21,6380 / 408846,2043 / 180632,641 / 91500,37 / 31500,0.2860250987194062,0.5830861306271143,True
+zs__raw,Plasmablast (markers),adult sepsis vs adult HC,46,7,6497 / 310451,442 / 59344,468 / 69000,11 / 10500,1.2646132577274933,0.5734989648033126,True
+zs__raw,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,4409 / 98395,2024 / 35572,342 / 22500,10 / 6000,-1.5015042851308795,1.353333333333333,False
+zs__raw,Plasmablast (markers),all sepsis vs all controls,61,21,10906 / 408846,4369 / 180632,810 / 91500,72 / 31500,-0.057899368349389135,0.6566744730679157,False
+zs__raw,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,8049 / 57131,18 / 8702,331 / 30375,1 / 2195,12.727879751514621,0.8494010056511055,True
+zs__raw,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,1894 / 15430,0 / 4363,54 / 6066,0 / 897,14.191039898363549,0.7396678740974345,True
+zs__raw,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,9943 / 72561,2420 / 38708,385 / 36441,18 / 9033,7.862481197429501,0.7218397726243367,True
+zs__raw,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,1106 / 57131,52 / 8702,72 / 30375,6 / 2195,1.0687965100517287,-0.03123820178813877,False
+zs__raw,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,1188 / 15430,31 / 4363,22 / 6066,1 / 897,5.307916655685079,0.27579790511313146,True
+zs__raw,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,2294 / 72561,324 / 38708,94 / 36441,9 / 9033,2.04185599772436,0.13636151965258375,True
+zs__raw,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,4859 / 57131,653 / 8702,5219 / 30375,140 / 2195,3.318090702710635,12.252416196900553,True
+zs__raw,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,3628 / 15430,927 / 4363,1919 / 6066,297 / 897,-7.302217248217914,-3.2044307824425466,True
+zs__raw,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,8487 / 72561,2542 / 38708,7138 / 36441,968 / 9033,2.104901661464714,7.386232006248433,True
+zs__raw,ISG-high T,adult sepsis vs adult HC,46,7,912 / 162485,146 / 33194,371 / 20787,16 / 5978,0.7796707019551841,1.3367932649878176,True
+zs__raw,ISG-high T,paediatric sepsis vs paediatric HC,15,4,971 / 40153,2166 / 20916,357 / 8615,332 / 3099,-12.306840682529277,-6.023140915419902,True
+zs__raw,ISG-high T,all sepsis vs all controls,61,21,1883 / 202638,2631 / 95479,728 / 29402,416 / 13945,-1.7420459999604598,-0.39201205414083695,True
+zs__raw,DN2 / ABC B,adult sepsis vs adult HC,46,7,1148 / 47206,171 / 4301,365 / 7936,46 / 1124,-0.17685753359337752,0.9260120614523357,False
+zs__raw,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,802 / 33660,160 / 4954,158 / 5234,33 / 1505,-0.37208369330280133,1.3946461603790743,False
+zs__raw,DN2 / ABC B,all sepsis vs all controls,61,21,1950 / 80866,642 / 18863,523 / 13170,187 / 5146,0.16037396387404623,0.7665568386142994,True
+zs__raw,HSPC,adult sepsis vs adult HC,46,7,336 / 310451,57 / 59344,48 / 69000,1 / 10500,0.009853114769444851,0.06004140786749485,True
+zs__raw,HSPC,paediatric sepsis vs paediatric HC,15,4,138 / 98395,21 / 35572,10 / 22500,3 / 6000,0.07557423716778272,-0.005555555555555564,False
+zs__raw,HSPC,all sepsis vs all controls,61,21,474 / 408846,155 / 180632,58 / 91500,14 / 31500,0.029123657305891393,0.018943533697632076,True
+zs__raw,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,1076 / 83070,346 / 13845,50 / 6908,12 / 1517,-1.1626370625420965,0.15664333096298722,False
+zs__raw,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,60 / 17697,27 / 8125,7 / 3518,4 / 1480,-0.0630403906172779,0.14764600375540643,False
+zs__raw,Cytotoxic CD4 T,all sepsis vs all controls,61,21,1136 / 100767,631 / 39446,57 / 10426,28 / 5228,-1.0587511093301065,0.14850974918981996,False
+zs__raw,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,4088 / 310451,446 / 59344,220 / 69000,15 / 10500,0.8539261369617128,0.1759834368530021,True
+zs__raw,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,1010 / 98395,96 / 35572,33 / 22500,7 / 6000,0.8177748210836381,0.03,True
+zs__raw,Granulocyte-like (LDG),all sepsis vs all controls,61,21,5098 / 408846,1403 / 180632,253 / 91500,68 / 31500,0.5619641748801999,0.06062971636742123,True
+zs__raw,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,6667 / 57131,622 / 8702,983 / 30375,30 / 2195,3.0540388449506093,1.6668519285725725,True
+zs__raw,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,1695 / 15430,170 / 4363,151 / 6066,7 / 897,2.951651819450256,1.1485524321175065,True
+zs__raw,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,8362 / 72561,3156 / 38708,1134 / 36441,174 / 9033,2.1541649614844296,1.004294795048811,True
+lora_n5__raw,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,3675 / 57131,135 / 8702,449 / 13060,47 / 1245,6.0556923296814364,-0.46748931680828165,False
+lora_n5__raw,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,2305 / 15430,35 / 4363,121 / 3124,1 / 369,9.323711181964725,1.3608007140195892,True
+lora_n5__raw,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,5980 / 72561,619 / 38708,570 / 16184,99 / 5027,6.826211307513768,0.4038100576411323,True
+lora_n5__raw,Cycling T/NK,adult sepsis vs adult HC,46,7,1176 / 187719,148 / 44192,124 / 43294,14 / 8248,0.4907667808859887,0.1700145726889675,True
+lora_n5__raw,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,767 / 43733,424 / 24170,40 / 12279,10 / 4045,-0.14684263269786424,0.17319599806928093,False
+lora_n5__raw,Cycling T/NK,all sepsis vs all controls,61,21,1943 / 231452,1394 / 114497,164 / 55573,47 / 20627,-0.3285076938140512,0.1347491653752929,False
+lora_n5__raw,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,2243 / 162485,382 / 33194,128 / 40009,15 / 7765,0.4740048536654995,0.16990101874911745,True
+lora_n5__raw,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,968 / 40153,705 / 20916,36 / 11571,5 / 3883,-1.2825543554067043,0.25016490231322897,False
+lora_n5__raw,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,3211 / 202638,2310 / 95479,164 / 51580,41 / 19452,-0.8328222397069112,0.14951673834801352,False
+lora_n5__raw,Proliferating T (label),adult sepsis vs adult HC,46,7,1725 / 162485,439 / 33194,370 / 40009,73 / 7765,-0.06114597070139549,0.083455885282538,False
+lora_n5__raw,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,1130 / 40153,542 / 20916,152 / 11571,40 / 3883,-0.1777889168259632,0.2488111263103494,False
+lora_n5__raw,Proliferating T (label),all sepsis vs all controls,61,21,2855 / 202638,1938 / 95479,522 / 51580,181 / 19452,-0.6231075450308581,0.1808042517181816,False
+lora_n5__raw,Plasmablast (label),adult sepsis vs adult HC,46,7,3601 / 310451,90 / 59344,421 / 69000,8 / 10500,0.9743555916610747,0.5339544513457557,True
+lora_n5__raw,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,2779 / 98395,1000 / 35572,225 / 22500,6 / 6000,-0.13589544487460703,0.8999999999999999,False
+lora_n5__raw,Plasmablast (label),all sepsis vs all controls,61,21,6380 / 408846,2043 / 180632,646 / 91500,66 / 31500,0.2860250987194062,0.4964871194379391,True
+lora_n5__raw,Plasmablast (markers),adult sepsis vs adult HC,46,7,10765 / 310451,879 / 59344,567 / 69000,19 / 10500,1.7832678491906808,0.6407867494824018,True
+lora_n5__raw,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,7003 / 98395,2884 / 35572,316 / 22500,14 / 6000,-1.3787600166851224,1.171111111111111,False
+lora_n5__raw,Plasmablast (markers),all sepsis vs all controls,61,21,17768 / 408846,6876 / 180632,883 / 91500,115 / 31500,0.025272203647535463,0.5999479573250066,True
+lora_n5__raw,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,11179 / 57131,47 / 8702,1180 / 13060,1 / 1245,17.69881934005383,4.364270705792241,True
+lora_n5__raw,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,2557 / 15430,7 / 4363,841 / 3124,0 / 369,20.066629992882156,10.676732614611584,True
+lora_n5__raw,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,13736 / 72561,3608 / 38708,2021 / 16184,108 / 5027,10.655155719797861,4.9094119283066,True
+lora_n5__raw,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,1858 / 57131,89 / 8702,160 / 13060,2 / 1245,1.9475914068185602,0.5242105738305151,True
+lora_n5__raw,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,1640 / 15430,43 / 4363,67 / 3124,1 / 369,6.741600744434088,0.7270781182011334,True
+lora_n5__raw,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,3498 / 72561,542 / 38708,227 / 16184,8 / 5027,2.9270209378173924,0.5259183309240802,True
+lora_n5__raw,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,8229 / 57131,1401 / 8702,1207 / 13060,30 / 1245,0.9443503386673413,6.117953925000014,True
+lora_n5__raw,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,5616 / 15430,1380 / 4363,544 / 3124,81 / 369,-6.213760995496855,-3.770488963954177,True
+lora_n5__raw,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,13845 / 72561,4807 / 38708,1751 / 16184,206 / 5027,2.073730615347648,3.712095688908719,True
+lora_n5__raw,ISG-high T,adult sepsis vs adult HC,46,7,2833 / 162485,483 / 33194,361 / 40009,11 / 7765,1.536122748567929,0.8821532925080655,True
+lora_n5__raw,ISG-high T,paediatric sepsis vs paediatric HC,15,4,2391 / 40153,3150 / 20916,302 / 11571,196 / 3883,-15.540730179631865,-3.4499229753122433,True
+lora_n5__raw,ISG-high T,all sepsis vs all controls,61,21,5224 / 202638,4548 / 95479,663 / 51580,235 / 19452,-1.7490753782969697,0.07333121523690478,False
+lora_n5__raw,DN2 / ABC B,adult sepsis vs adult HC,46,7,1672 / 47206,267 / 4301,214 / 9724,26 / 859,-0.7980597586979403,-0.5728472538447789,True
+lora_n5__raw,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,1338 / 33660,265 / 4954,82 / 6524,10 / 1542,-0.9804716943661864,0.8445719769578933,False
+lora_n5__raw,DN2 / ABC B,all sepsis vs all controls,61,21,3010 / 80866,995 / 18863,296 / 16248,67 / 5123,-0.11257024550958583,0.3706352473393175,False
+lora_n5__raw,HSPC,adult sepsis vs adult HC,46,7,383 / 310451,67 / 59344,69 / 69000,0 / 10500,0.005985996234045915,0.09999999999999999,True
+lora_n5__raw,HSPC,paediatric sepsis vs paediatric HC,15,4,156 / 98395,26 / 35572,14 / 22500,5 / 6000,0.08168678697388904,-0.02111111111111111,False
+lora_n5__raw,HSPC,all sepsis vs all controls,61,21,539 / 408846,183 / 180632,83 / 91500,24 / 31500,0.029746315438720028,0.01451990632318502,True
+lora_n5__raw,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,1239 / 83070,406 / 13845,299 / 18428,113 / 3333,-1.3668226344559598,-2.11151012996112,True
+lora_n5__raw,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,69 / 17697,41 / 8125,38 / 5392,15 / 2035,-0.22570789460160462,-0.09597086226511164,True
+lora_n5__raw,Cytotoxic CD4 T,all sepsis vs all controls,61,21,1308 / 100767,747 / 39446,337 / 23820,181 / 9413,-1.158748016494304,-0.6058598355248694,True
+lora_n5__raw,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,7616 / 310451,974 / 59344,63 / 69000,6 / 10500,1.2129604804191123,0.034161490683229816,True
+lora_n5__raw,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,2108 / 98395,261 / 35572,16 / 22500,2 / 6000,1.55396627296501,0.03777777777777778,True
+lora_n5__raw,Granulocyte-like (LDG),all sepsis vs all controls,61,21,9724 / 408846,3247 / 180632,79 / 91500,27 / 31500,0.6982418143405695,0.0006245120999219533,True
+lora_n5__raw,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,11026 / 57131,1104 / 8702,1565 / 13060,73 / 1245,4.4412114438790535,3.925981985858225,True
+lora_n5__raw,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,2937 / 15430,425 / 4363,280 / 3124,8 / 369,3.39768647547821,5.383574719390028,True
+lora_n5__raw,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,13963 / 72561,6136 / 38708,1845 / 16184,349 / 5027,1.957593748173208,2.4382202177531394,True
+lora_n10__raw,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,3715 / 57131,138 / 8702,458 / 14253,28 / 1229,6.053773791499038,0.1848074090259133,True
+lora_n10__raw,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,2303 / 15430,38 / 4363,140 / 3009,3 / 595,9.277176424909323,1.395073273212002,True
+lora_n10__raw,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,6018 / 72561,637 / 38708,598 / 17262,75 / 5154,6.801608536335844,0.32833606911744306,True
+lora_n10__raw,Cycling T/NK,adult sepsis vs adult HC,46,7,1184 / 187719,149 / 44192,83 / 42352,22 / 8395,0.4915393819680267,-0.05385051708839178,False
+lora_n10__raw,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,778 / 43733,447 / 24170,35 / 12638,17 / 4084,-0.2273509017238473,-0.12901277814218487,True
+lora_n10__raw,Cycling T/NK,all sepsis vs all controls,61,21,1962 / 231452,1432 / 114497,118 / 54990,58 / 21070,-0.3529096535608345,-0.046813041775361,True
+lora_n10__raw,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,2315 / 162485,401 / 33194,107 / 38547,24 / 7736,0.4624080114220024,-0.0025068848955963063,False
+lora_n10__raw,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,986 / 40153,725 / 20916,41 / 11960,10 / 3863,-1.3539480302697915,0.10117811482767741,False
+lora_n10__raw,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,3301 / 202638,2382 / 95479,148 / 50507,52 / 19587,-0.8723892575525587,0.05444616888751869,False
+lora_n10__raw,Proliferating T (label),adult sepsis vs adult HC,46,7,1725 / 162485,439 / 33194,306 / 38547,74 / 7736,-0.06114597070139549,-0.16411384171782806,True
+lora_n10__raw,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,1130 / 40153,542 / 20916,117 / 11960,31 / 3863,-0.1777889168259632,0.3770930359391861,False
+lora_n10__raw,Proliferating T (label),all sepsis vs all controls,61,21,2855 / 202638,1938 / 95479,423 / 50507,178 / 19587,-0.6231075450308581,-0.06801335596418356,True
+lora_n10__raw,Plasmablast (label),adult sepsis vs adult HC,46,7,3601 / 310451,90 / 59344,413 / 69000,15 / 10500,0.9743555916610747,0.45569358178053837,True
+lora_n10__raw,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,2779 / 98395,1000 / 35572,195 / 22500,7 / 6000,-0.13589544487460703,0.7499999999999999,False
+lora_n10__raw,Plasmablast (label),all sepsis vs all controls,61,21,6380 / 408846,2043 / 180632,608 / 91500,83 / 31500,0.2860250987194062,0.40098881082487653,True
+lora_n10__raw,Plasmablast (markers),adult sepsis vs adult HC,46,7,11086 / 310451,924 / 59344,553 / 69000,27 / 10500,1.7963492020736855,0.5443064182194616,True
+lora_n10__raw,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,7281 / 98395,2965 / 35572,259 / 22500,19 / 6000,-1.334515067548586,0.8344444444444445,False
+lora_n10__raw,Plasmablast (markers),all sepsis vs all controls,61,21,18367 / 408846,7086 / 180632,812 / 91500,134 / 31500,0.0353518297875528,0.4620348685922456,True
+lora_n10__raw,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,11473 / 57131,48 / 8702,1262 / 14253,4 / 1229,18.149241245125666,6.624156353896425,True
+lora_n10__raw,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,2640 / 15430,6 / 4363,636 / 3009,1 / 595,20.961425356758888,10.697284664763512,True
+lora_n10__raw,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,14113 / 72561,3731 / 38708,1898 / 17262,102 / 5154,10.920505046360509,6.909213845644476,True
+lora_n10__raw,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,1979 / 57131,95 / 8702,117 / 14253,1 / 1229,2.037849539716679,0.35751078797706787,True
+lora_n10__raw,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,1707 / 15430,49 / 4363,29 / 3009,1 / 595,7.5963680774955495,0.5671710122754482,True
+lora_n10__raw,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,3686 / 72561,587 / 38708,146 / 17262,7 / 5154,3.2135391632341967,0.32534984978240883,True
+lora_n10__raw,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,8650 / 57131,1507 / 8702,1228 / 14253,38 / 1229,0.5361700332775925,4.158078416499258,True
+lora_n10__raw,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,5839 / 15430,1413 / 4363,412 / 3009,107 / 595,-5.771775217996364,-13.006377702667574,True
+lora_n10__raw,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,14489 / 72561,5091 / 38708,1640 / 17262,242 / 5154,2.000166164894271,0.42780192594472943,True
+lora_n10__raw,ISG-high T,adult sepsis vs adult HC,46,7,3008 / 162485,498 / 33194,304 / 38547,15 / 7736,1.649745429109243,0.630039126780372,True
+lora_n10__raw,ISG-high T,paediatric sepsis vs paediatric HC,15,4,2484 / 40153,3186 / 20916,347 / 11960,334 / 3863,-15.581874867566206,-7.143917729000755,True
+lora_n10__raw,ISG-high T,all sepsis vs all controls,61,21,5492 / 202638,4648 / 95479,651 / 50507,384 / 19587,-1.6842646055586261,-0.8353816411450086,True
+lora_n10__raw,DN2 / ABC B,adult sepsis vs adult HC,46,7,1657 / 47206,263 / 4301,210 / 9911,27 / 654,-0.7995227892869474,-1.9769740507952305,True
+lora_n10__raw,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,1303 / 33660,261 / 4954,84 / 6386,16 / 1216,-0.9094705836182193,0.08911660840398561,False
+lora_n10__raw,DN2 / ABC B,all sepsis vs all controls,61,21,2960 / 80866,982 / 18863,294 / 16297,83 / 4494,-0.09063888639631568,-0.42168565742927067,True
+lora_n10__raw,HSPC,adult sepsis vs adult HC,46,7,387 / 310451,67 / 59344,62 / 69000,3 / 10500,0.00843969834874872,0.06128364389233953,True
+lora_n10__raw,HSPC,paediatric sepsis vs paediatric HC,15,4,158 / 98395,28 / 35572,6 / 22500,4 / 6000,0.07784825001837309,-0.04,False
+lora_n10__raw,HSPC,all sepsis vs all controls,61,21,545 / 408846,188 / 180632,68 / 91500,23 / 31500,0.02933426074759142,0.0013010668748373866,True
+lora_n10__raw,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,1250 / 83070,416 / 13845,312 / 17147,135 / 2701,-1.4434177904282233,-3.3715524787280926,True
+lora_n10__raw,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,71 / 17697,44 / 8125,48 / 5504,8 / 1782,-0.25386029128779314,0.6145756133034121,False
+lora_n10__raw,Cytotoxic CD4 T,all sepsis vs all controls,61,21,1321 / 100767,768 / 39446,360 / 22651,207 / 8563,-1.2106140882669845,-0.9987428660806439,True
+lora_n10__raw,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,7895 / 310451,1023 / 59344,79 / 69000,5 / 10500,1.2227716109524371,0.06687370600414078,True
+lora_n10__raw,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,2215 / 98395,276 / 35572,18 / 22500,0 / 6000,1.629109985956773,0.08,True
+lora_n10__raw,Granulocyte-like (LDG),all sepsis vs all controls,61,21,10110 / 408846,3393 / 180632,97 / 91500,27 / 31500,0.6899378433634955,0.020296643247462942,True
+lora_n10__raw,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,11541 / 57131,1166 / 8702,1636 / 14253,61 / 1229,4.4340597772591686,4.965306149071122,True
+lora_n10__raw,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,3135 / 15430,444 / 4363,314 / 3009,26 / 595,3.93840794231736,3.0701734631297137,True
+lora_n10__raw,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,14676 / 72561,6592 / 38708,1950 / 17262,358 / 5154,1.7428108264895403,2.332766762442809,True
+lora_n20__raw,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,3722 / 57131,140 / 8702,724 / 14671,37 / 1552,6.061544010990416,2.2363851048253127,True
+lora_n20__raw,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,2308 / 15430,38 / 4363,203 / 3963,4 / 808,9.298521220744473,4.296395288797605,True
+lora_n20__raw,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,6030 / 72561,635 / 38708,927 / 18634,96 / 5380,6.833706286499259,2.56847673410669,True
+lora_n20__raw,Cycling T/NK,adult sepsis vs adult HC,46,7,1216 / 187719,151 / 44192,142 / 41366,21 / 7952,0.5085124217687798,0.12072480039139222,True
+lora_n20__raw,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,784 / 43733,454 / 24170,126 / 11582,17 / 4054,-0.2427305245578104,0.706369712585563,False
+lora_n20__raw,Cycling T/NK,all sepsis vs all controls,61,21,2000 / 231452,1461 / 114497,268 / 52948,63 / 20687,-0.36677933802225593,0.2543541482656946,False
+lora_n20__raw,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,2401 / 162485,422 / 33194,166 / 36958,20 / 7282,0.4578859685766774,0.2355353925298561,True
+lora_n20__raw,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,1011 / 40153,751 / 20916,124 / 10698,10 / 3794,-1.4243766050430309,0.9132055607649864,False
+lora_n20__raw,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,3412 / 202638,2465 / 95479,290 / 47656,54 / 18986,-0.9020297727048878,0.3688320730333873,False
+lora_n20__raw,Proliferating T (label),adult sepsis vs adult HC,46,7,1725 / 162485,439 / 33194,363 / 36958,75 / 7282,-0.06114597070139549,-0.004311358164741819,True
+lora_n20__raw,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,1130 / 40153,542 / 20916,253 / 10698,49 / 3794,-0.1777889168259632,1.2344329813101007,False
+lora_n20__raw,Proliferating T (label),all sepsis vs all controls,61,21,2855 / 202638,1938 / 95479,616 / 47656,187 / 18986,-0.6231075450308581,0.4129841979110358,False
+lora_n20__raw,Plasmablast (label),adult sepsis vs adult HC,46,7,3601 / 310451,90 / 59344,980 / 69000,11 / 10500,0.9743555916610747,1.3155279503105588,True
+lora_n20__raw,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,2779 / 98395,1000 / 35572,659 / 22500,10 / 6000,-0.13589544487460703,2.7622222222222224,False
+lora_n20__raw,Plasmablast (label),all sepsis vs all controls,61,21,6380 / 408846,2043 / 180632,1639 / 91500,187 / 31500,0.2860250987194062,1.1976060369502992,True
+lora_n20__raw,Plasmablast (markers),adult sepsis vs adult HC,46,7,11708 / 310451,990 / 59344,1187 / 69000,28 / 10500,1.877831369132745,1.453623188405797,True
+lora_n20__raw,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,7672 / 98395,3046 / 35572,807 / 22500,22 / 6000,-1.1749066049607464,3.22,False
+lora_n20__raw,Plasmablast (markers),all sepsis vs all controls,61,21,19380 / 408846,7379 / 180632,1994 / 91500,268 / 31500,0.10233968297395624,1.3284413218839441,True
+lora_n20__raw,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,11440 / 57131,46 / 8702,1302 / 14671,5 / 1552,18.02203959883909,7.139732999217331,True
+lora_n20__raw,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,2616 / 15430,4 / 4363,596 / 3963,4 / 808,20.259095626719215,9.000032616107632,True
+lora_n20__raw,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,14056 / 72561,3712 / 38708,1898 / 18634,126 / 5380,10.676196716938847,6.289915721966078,True
+lora_n20__raw,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,1957 / 57131,94 / 8702,90 / 14671,2 / 1552,2.075406371449601,0.21697779851893703,True
+lora_n20__raw,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,1669 / 15430,47 / 4363,34 / 3963,4 / 808,7.1386957215018665,0.25198438966387227,True
+lora_n20__raw,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,3626 / 72561,575 / 38708,124 / 18634,10 / 5380,3.081480146618959,0.19995578279549098,True
+lora_n20__raw,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,8580 / 57131,1465 / 8702,1281 / 14671,33 / 1552,1.0257600648556249,5.9328506109097585,True
+lora_n20__raw,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,5783 / 15430,1395 / 4363,930 / 3963,90 / 808,-5.439040113632007,-9.48300633512225,True
+lora_n20__raw,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,14363 / 72561,5024 / 38708,2211 / 18634,204 / 5380,2.330722308807106,2.1230325949964914,True
+lora_n20__raw,ISG-high T,adult sepsis vs adult HC,46,7,3234 / 162485,542 / 33194,352 / 36958,16 / 7282,1.6992887540353507,0.6634297019811195,True
+lora_n20__raw,ISG-high T,paediatric sepsis vs paediatric HC,15,4,2623 / 40153,3251 / 20916,417 / 10698,417 / 3794,-15.642405854325386,-5.479364523925895,True
+lora_n20__raw,ISG-high T,all sepsis vs all controls,61,21,5857 / 202638,4828 / 95479,769 / 47656,469 / 18986,-1.6501821280479536,-0.3426583836302364,True
+lora_n20__raw,DN2 / ABC B,adult sepsis vs adult HC,46,7,1759 / 47206,274 / 4301,221 / 9669,12 / 646,-0.667279530552424,0.14631383464432135,False
+lora_n20__raw,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,1397 / 33660,281 / 4954,61 / 6386,7 / 978,-1.0201974603764352,0.38954304879400925,False
+lora_n20__raw,DN2 / ABC B,all sepsis vs all controls,61,21,3156 / 80866,1036 / 18863,282 / 16055,50 / 4347,-0.054538819686031026,0.34109302100342465,False
+lora_n20__raw,HSPC,adult sepsis vs adult HC,46,7,391 / 310451,69 / 59344,67 / 69000,7 / 10500,0.005110789182514883,0.030434782608695643,True
+lora_n20__raw,HSPC,paediatric sepsis vs paediatric HC,15,4,159 / 98395,29 / 35572,21 / 22500,6 / 6000,0.07523677208795859,-0.006666666666666682,False
+lora_n20__raw,HSPC,all sepsis vs all controls,61,21,550 / 408846,191 / 180632,88 / 91500,25 / 31500,0.028261733357196575,0.01680978402289876,True
+lora_n20__raw,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,1249 / 83070,419 / 13845,341 / 16447,150 / 3005,-1.460390756738755,-3.0835680917150228,True
+lora_n20__raw,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,71 / 17697,44 / 8125,48 / 4863,19 / 1601,-0.25386029128779314,0.04973186959300646,False
+lora_n20__raw,Cytotoxic CD4 T,all sepsis vs all controls,61,21,1320 / 100767,771 / 39446,389 / 21310,237 / 8386,-1.2151816660409027,-0.981877297538785,True
+lora_n20__raw,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,8318 / 310451,1094 / 59344,91 / 69000,4 / 10500,1.2675722076767166,0.09378881987577639,True
+lora_n20__raw,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,2360 / 98395,299 / 35572,40 / 22500,4 / 6000,1.722104100238541,0.11111111111111109,True
+lora_n20__raw,Granulocyte-like (LDG),all sepsis vs all controls,61,21,10678 / 408846,3648 / 180632,131 / 91500,31 / 31500,0.6989700909427903,0.04475670049440539,True
+lora_n20__raw,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,11380 / 57131,1164 / 8702,1759 / 14671,114 / 1552,4.458344199894537,3.6880247490853098,True
+lora_n20__raw,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,3082 / 15430,430 / 4363,399 / 3963,50 / 808,3.9293757554653617,3.3898755594495595,True
+lora_n20__raw,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,14462 / 72561,6472 / 38708,2158 / 18634,476 / 5380,1.9070378298988988,2.0000999520832963,True
+lora_n40__raw,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,3667 / 57131,135 / 8702,394 / 14943,25 / 1708,5.791119454355096,0.994685209268904,True
+lora_n40__raw,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,2275 / 15430,39 / 4363,150 / 3429,4 / 642,8.699566621866524,2.9515597027341216,True
+lora_n40__raw,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,5942 / 72561,618 / 38708,544 / 18372,69 / 5925,6.498424706762728,1.4649277512323835,True
+lora_n40__raw,Cycling T/NK,adult sepsis vs adult HC,46,7,1216 / 187719,151 / 44192,161 / 41175,23 / 7912,0.5085124217687798,0.12532108037283118,True
+lora_n40__raw,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,784 / 43733,454 / 24170,146 / 11516,41 / 4231,-0.2427305245578104,0.0966026981276169,False
+lora_n40__raw,Cycling T/NK,all sepsis vs all controls,61,21,2000 / 231452,1461 / 114497,307 / 52691,92 / 20414,-0.36677933802225593,0.10436665821827584,False
+lora_n40__raw,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,2401 / 162485,422 / 33194,182 / 36546,26 / 7008,0.4578859685766774,0.17352817549339644,True
+lora_n40__raw,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,1011 / 40153,751 / 20916,164 / 10592,32 / 3757,-1.4243766050430309,0.42409913637667296,False
+lora_n40__raw,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,3412 / 202638,2465 / 95479,346 / 47138,80 / 18138,-0.9020297727048878,0.28021159332690027,False
+lora_n40__raw,Proliferating T (label),adult sepsis vs adult HC,46,7,1725 / 162485,439 / 33194,407 / 36546,73 / 7008,-0.06114597070139549,0.09880934058778812,False
+lora_n40__raw,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,1130 / 40153,542 / 20916,285 / 10592,74 / 3757,-0.1777889168259632,0.30494583777861495,False
+lora_n40__raw,Proliferating T (label),all sepsis vs all controls,61,21,2855 / 202638,1938 / 95479,692 / 47138,207 / 18138,-0.6231075450308581,0.2866630735380411,False
+lora_n40__raw,Plasmablast (label),adult sepsis vs adult HC,46,7,3601 / 310451,90 / 59344,634 / 69000,14 / 10500,0.9743555916610747,0.7855072463768118,True
+lora_n40__raw,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,2779 / 98395,1000 / 35572,514 / 22500,30 / 6000,-0.13589544487460703,1.7844444444444445,False
+lora_n40__raw,Plasmablast (label),all sepsis vs all controls,61,21,6380 / 408846,2043 / 180632,1148 / 91500,115 / 31500,0.2860250987194062,0.8895654436638043,True
+lora_n40__raw,Plasmablast (markers),adult sepsis vs adult HC,46,7,11212 / 310451,934 / 59344,838 / 69000,32 / 10500,1.8190998780925502,0.9097308488612839,True
+lora_n40__raw,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,7357 / 98395,2974 / 35572,674 / 22500,52 / 6000,-1.2827565460880734,2.1288888888888886,False
+lora_n40__raw,Plasmablast (markers),all sepsis vs all controls,61,21,18569 / 408846,7154 / 180632,1512 / 91500,194 / 31500,0.045941398575616965,1.036586000520427,True
+lora_n40__raw,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,11120 / 57131,47 / 8702,2299 / 14943,6 / 1708,17.448809635692623,12.107520726507508,True
+lora_n40__raw,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,2538 / 15430,3 / 4363,685 / 3429,2 / 642,18.701982531863518,15.016801688425483,True
+lora_n40__raw,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,13658 / 72561,3596 / 38708,2984 / 18372,333 / 5925,10.166373080051976,10.941381206389842,True
+lora_n40__raw,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,1870 / 57131,87 / 8702,112 / 14943,3 / 1708,1.9899766717503313,0.37739513729812973,True
+lora_n40__raw,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,1618 / 15430,45 / 4363,39 / 3429,3 / 642,7.426873185167296,0.8010458773664257,True
+lora_n40__raw,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,3488 / 72561,539 / 38708,151 / 18372,14 / 5925,3.1352581596178917,0.49871565171310495,True
+lora_n40__raw,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,8013 / 57131,1351 / 8702,1076 / 14943,44 / 1708,1.5977033432627454,5.0671732304016315,True
+lora_n40__raw,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,5573 / 15430,1364 / 4363,839 / 3429,126 / 642,-5.861867501645349,-12.215583307420559,True
+lora_n40__raw,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,13586 / 72561,4726 / 38708,1915 / 18372,258 / 5925,2.4271129764362644,1.4768842689290125,True
+lora_n40__raw,ISG-high T,adult sepsis vs adult HC,46,7,3234 / 162485,542 / 33194,471 / 36546,19 / 7008,1.6992887540353507,0.8414498459420497,True
+lora_n40__raw,ISG-high T,paediatric sepsis vs paediatric HC,15,4,2623 / 40153,3251 / 20916,370 / 10592,585 / 3757,-15.642405854325386,-11.607556692422692,True
+lora_n40__raw,ISG-high T,all sepsis vs all controls,61,21,5857 / 202638,4828 / 95479,841 / 47138,630 / 18138,-1.6501821280479536,-1.3556389881355413,True
+lora_n40__raw,DN2 / ABC B,adult sepsis vs adult HC,46,7,1732 / 47206,272 / 4301,119 / 8888,15 / 548,-0.731813994865651,-1.6113229108420593,True
+lora_n40__raw,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,1358 / 33660,280 / 4954,55 / 6983,11 / 932,-1.1059663584137134,-0.2182066798675244,True
+lora_n40__raw,DN2 / ABC B,all sepsis vs all controls,61,21,3090 / 80866,1025 / 18863,174 / 15871,44 / 4109,-0.09785931578131457,-0.3500192444225676,True
+lora_n40__raw,HSPC,adult sepsis vs adult HC,46,7,390 / 310451,67 / 59344,50 / 69000,7 / 10500,0.007722430923807727,0.00579710144927538,True
+lora_n40__raw,HSPC,paediatric sepsis vs paediatric HC,15,4,157 / 98395,29 / 35572,10 / 22500,2 / 6000,0.07319918872546705,0.011111111111111113,True
+lora_n40__raw,HSPC,all sepsis vs all controls,61,21,547 / 408846,189 / 180632,60 / 91500,23 / 31500,0.028514025548327604,-0.007442102524069724,False
+lora_n40__raw,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,1249 / 83070,419 / 13845,329 / 16184,164 / 2719,-1.460390756738755,-3.9527286620037314,True
+lora_n40__raw,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,71 / 17697,44 / 8125,40 / 4539,6 / 1504,-0.25386029128779314,0.802567778574329,False
+lora_n40__raw,Cytotoxic CD4 T,all sepsis vs all controls,61,21,1320 / 100767,771 / 39446,369 / 20723,228 / 7755,-1.2151816660409027,-1.0994928261621957,True
+lora_n40__raw,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,7972 / 310451,1032 / 59344,153 / 69000,7 / 10500,1.236804886622782,0.15507246376811595,True
+lora_n40__raw,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,2237 / 98395,285 / 35572,50 / 22500,5 / 6000,1.630945789241585,0.13888888888888892,True
+lora_n40__raw,Granulocyte-like (LDG),all sepsis vs all controls,61,21,10209 / 408846,3469 / 180632,203 / 91500,28 / 31500,0.6785974396021288,0.13296903460837892,True
+lora_n40__raw,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,10878 / 57131,1068 / 8702,1660 / 14943,98 / 1708,4.593802431169268,4.776371689054796,True
+lora_n40__raw,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,2916 / 15430,396 / 4363,463 / 3429,42 / 642,4.038961028308874,4.821090355190175,True
+lora_n40__raw,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,13794 / 72561,6009 / 38708,2123 / 18372,460 / 5925,2.1498515592228493,3.374921047818865,True
+real_lora__raw,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,3687 / 57131,137 / 8702,481 / 14056,18 / 1543,6.080246317464555,1.8925065611815328,True
+real_lora__raw,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,2294 / 15430,35 / 4363,122 / 3325,1 / 524,9.28622639406957,3.120432635369667,True
+real_lora__raw,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,5981 / 72561,614 / 38708,603 / 17381,73 / 5342,6.846358707602767,2.045950686918774,True
+real_lora__raw,Cycling T/NK,adult sepsis vs adult HC,46,7,1216 / 187719,151 / 44192,158 / 42538,28 / 8068,0.5085124217687798,0.07353536799543159,True
+real_lora__raw,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,784 / 43733,454 / 24170,163 / 11841,31 / 4618,-0.2427305245578104,0.5469406508983148,False
+real_lora__raw,Cycling T/NK,all sepsis vs all controls,61,21,2000 / 231452,1461 / 114497,321 / 54379,84 / 21199,-0.36677933802225593,0.2169322745927053,False
+real_lora__raw,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,2389 / 162485,420 / 33194,159 / 37951,24 / 6885,0.45658522864520856,0.12977967874985696,True
+real_lora__raw,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,1010 / 40153,751 / 20916,169 / 11014,27 / 4230,-1.4261828002927373,0.7148071269789243,False
+real_lora__raw,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,3399 / 202638,2462 / 95479,328 / 48965,68 / 18885,-0.9045337171974803,0.3414133319354045,False
+real_lora__raw,Proliferating T (label),adult sepsis vs adult HC,46,7,1725 / 162485,439 / 33194,374 / 37951,78 / 6885,-0.06114597070139549,0.002798202749907386,False
+real_lora__raw,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,1130 / 40153,542 / 20916,283 / 11014,57 / 4230,-0.1777889168259632,0.9358828032423248,False
+real_lora__raw,Proliferating T (label),all sepsis vs all controls,61,21,2855 / 202638,1938 / 95479,657 / 48965,189 / 18885,-0.6231075450308581,0.4086819299135487,False
+real_lora__raw,Plasmablast (label),adult sepsis vs adult HC,46,7,3601 / 310451,90 / 59344,704 / 69000,21 / 10500,0.9743555916610747,0.8202898550724635,True
+real_lora__raw,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,2779 / 98395,1000 / 35572,527 / 22500,21 / 6000,-0.13589544487460703,1.9922222222222232,False
+real_lora__raw,Plasmablast (label),all sepsis vs all controls,61,21,6380 / 408846,2043 / 180632,1231 / 91500,100 / 31500,0.2860250987194062,1.0278948737965128,True
+real_lora__raw,Plasmablast (markers),adult sepsis vs adult HC,46,7,11267 / 310451,955 / 59344,915 / 69000,37 / 10500,1.8023518546710149,0.9737060041407867,True
+real_lora__raw,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,7392 / 98395,2978 / 35572,692 / 22500,44 / 6000,-1.2607527006427288,2.3422222222222224,False
+real_lora__raw,Plasmablast (markers),all sepsis vs all controls,61,21,18659 / 408846,7170 / 180632,1607 / 91500,196 / 31500,0.05803131743822032,1.1340619307832427,True
+real_lora__raw,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,11187 / 57131,39 / 8702,1627 / 14056,2 / 1543,17.79425261126842,10.87715388971322,True
+real_lora__raw,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,2557 / 15430,5 / 4363,554 / 3325,1 / 524,19.88318227260958,13.701941992963187,True
+real_lora__raw,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,13744 / 72561,3604 / 38708,2181 / 17381,326 / 5342,10.58761013925473,8.690131973256314,True
+real_lora__raw,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,1877 / 57131,90 / 8702,137 / 14056,2 / 1543,1.8550912751291189,0.5802301664348821,True
+real_lora__raw,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,1645 / 15430,44 / 4363,33 / 3325,1 / 524,7.029025689821895,0.9984301581413346,True
+real_lora__raw,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,3522 / 72561,545 / 38708,170 / 17381,19 / 5342,2.936314351546467,0.4800436563812076,True
+real_lora__raw,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,8283 / 57131,1412 / 8702,1292 / 14056,54 / 1543,1.1636062295352705,3.8052064519472615,True
+real_lora__raw,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,5578 / 15430,1381 / 4363,828 / 3325,74 / 524,-6.214867804424053,-12.702121833405725,True
+real_lora__raw,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,13861 / 72561,4851 / 38708,2120 / 17381,212 / 5342,2.133815229610743,0.730004518504094,True
+real_lora__raw,ISG-high T,adult sepsis vs adult HC,46,7,3214 / 162485,538 / 33194,299 / 37951,26 / 6885,1.69054076598172,0.44874609956797906,True
+real_lora__raw,ISG-high T,paediatric sepsis vs paediatric HC,15,4,2616 / 40153,3245 / 20916,413 / 11014,604 / 4230,-15.623972753969486,-7.754844127692056,True
+real_lora__raw,ISG-high T,all sepsis vs all controls,61,21,5830 / 202638,4813 / 95479,712 / 48965,666 / 18885,-1.6548698462063278,-0.9245094868619215,True
+real_lora__raw,DN2 / ABC B,adult sepsis vs adult HC,46,7,1703 / 47206,266 / 4301,138 / 9133,23 / 564,-0.8276344295929823,-2.276772537955346,True
+real_lora__raw,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,1342 / 33660,275 / 4954,55 / 6769,15 / 702,-1.1841543600349986,-1.4552875148016264,True
+real_lora__raw,DN2 / ABC B,all sepsis vs all controls,61,21,3045 / 80866,1006 / 18863,193 / 15902,56 / 3994,-0.16664517835650106,-0.7289263004658109,True
+real_lora__raw,HSPC,adult sepsis vs adult HC,46,7,386 / 310451,69 / 59344,30 / 69000,11 / 10500,0.003595933996280831,-0.061283643892339534,False
+real_lora__raw,HSPC,paediatric sepsis vs paediatric HC,15,4,159 / 98395,29 / 35572,8 / 22500,1 / 6000,0.07523677208795859,0.018888888888888896,True
+real_lora__raw,HSPC,all sepsis vs all controls,61,21,545 / 408846,191 / 180632,38 / 91500,23 / 31500,0.027119383544626577,-0.031485818371064254,False
+real_lora__raw,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,1249 / 83070,419 / 13845,356 / 17362,151 / 2655,-1.460390756738755,-3.623046992500051,True
+real_lora__raw,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,71 / 17697,44 / 8125,26 / 4716,8 / 1677,-0.25386029128779314,0.16505077196403922,False
+real_lora__raw,Cytotoxic CD4 T,all sepsis vs all controls,61,21,1320 / 100767,771 / 39446,382 / 22078,227 / 8168,-1.2151816660409027,-1.1935770471374652,True
+real_lora__raw,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,8011 / 310451,1036 / 59344,118 / 69000,13 / 10500,1.2509967450231116,0.047204968944099396,True
+real_lora__raw,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,2257 / 98395,283 / 35572,57 / 22500,2 / 6000,1.6562486670269445,0.22000000000000003,True
+real_lora__raw,Granulocyte-like (LDG),all sepsis vs all controls,61,21,10268 / 408846,3468 / 180632,175 / 91500,21 / 31500,0.6917618035682502,0.12459016393442622,True
+real_lora__raw,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,11002 / 57131,1099 / 8702,1521 / 14056,111 / 1543,4.530105429968858,3.320973910199081,True
+real_lora__raw,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,2966 / 15430,376 / 4363,309 / 3325,35 / 524,4.5516907938794375,1.971374683380712,True
+real_lora__raw,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,13968 / 72561,6138 / 38708,1830 / 17381,478 / 5342,2.1597754544074377,2.21148919810517,True
+zs__pseudo,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,3642 / 57131,129 / 8702,76 / 17048,3 / 1429,6.061967282215128,-0.11856350939042318,False
+zs__pseudo,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,2271 / 15430,37 / 4363,16 / 4223,2 / 701,9.125181394349125,-0.022873012085760203,False
+zs__pseudo,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,5913 / 72561,607 / 38708,92 / 21271,9 / 7734,6.773735749370763,-0.0012615991641025393,False
+zs__pseudo,Cycling T/NK,adult sepsis vs adult HC,46,7,1216 / 187719,151 / 44192,299 / 41055,24 / 8349,0.5085124217687798,0.6455660599211619,True
+zs__pseudo,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,784 / 43733,454 / 24170,112 / 9591,20 / 4103,-0.2427305245578104,0.7033141520652217,False
+zs__pseudo,Cycling T/NK,all sepsis vs all controls,61,21,2000 / 231452,1461 / 114497,411 / 50646,85 / 19542,-0.36677933802225593,0.4996334828950432,False
+zs__pseudo,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,2401 / 162485,422 / 33194,273 / 36821,17 / 6785,0.4578859685766774,0.6699977524570258,True
+zs__pseudo,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,1011 / 40153,751 / 20916,86 / 8793,15 / 3670,-1.4243766050430309,0.5968640897403141,False
+zs__pseudo,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,3412 / 202638,2465 / 95479,359 / 45614,61 / 16575,-0.9020297727048878,0.5462154121456955,False
+zs__pseudo,Proliferating T (label),adult sepsis vs adult HC,46,7,1725 / 162485,439 / 33194,429 / 36821,45 / 6785,-0.06114597070139549,0.7988786924584972,False
+zs__pseudo,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,1130 / 40153,542 / 20916,151 / 8793,24 / 3670,-0.1777889168259632,1.048686672997548,False
+zs__pseudo,Proliferating T (label),all sepsis vs all controls,61,21,2855 / 202638,1938 / 95479,580 / 45614,123 / 16575,-0.6231075450308581,0.7422243278649348,False
+zs__pseudo,Plasmablast (label),adult sepsis vs adult HC,46,7,3601 / 310451,90 / 59344,471 / 69000,8 / 10500,0.9743555916610747,0.6064182194616978,True
+zs__pseudo,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,2779 / 98395,1000 / 35572,239 / 22500,20 / 6000,-0.13589544487460703,0.7288888888888891,False
+zs__pseudo,Plasmablast (label),all sepsis vs all controls,61,21,6380 / 408846,2043 / 180632,710 / 91500,102 / 31500,0.2860250987194062,0.4521467603434817,True
+zs__pseudo,Plasmablast (markers),adult sepsis vs adult HC,46,7,11716 / 310451,991 / 59344,627 / 69000,13 / 10500,1.8788014969809794,0.7848861283643893,True
+zs__pseudo,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,7674 / 98395,3047 / 35572,330 / 22500,34 / 6000,-1.1765433309199747,0.8999999999999999,False
+zs__pseudo,Plasmablast (markers),all sepsis vs all controls,61,21,19390 / 408846,7384 / 180632,957 / 91500,144 / 31500,0.10163153190395846,0.5887587822014053,True
+zs__pseudo,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,10864 / 57131,40 / 8702,1242 / 17048,2 / 1429,17.06318374637016,3.5849910951626156,True
+zs__pseudo,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,2495 / 15430,5 / 4363,478 / 4223,1 / 701,19.709481579943862,5.51915683669859,True
+zs__pseudo,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,13359 / 72561,3500 / 38708,1720 / 21271,229 / 7734,10.237093837058918,2.652637613324321,True
+zs__pseudo,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,1793 / 57131,89 / 8702,76 / 17048,1 / 1429,1.8843045351053456,0.29771914326676197,True
+zs__pseudo,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,1599 / 15430,42 / 4363,40 / 4223,2 / 701,7.0020362232920155,0.5285073125142878,True
+zs__pseudo,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,3392 / 72561,506 / 38708,116 / 21271,15 / 7734,2.98567995743928,0.2721275129482115,True
+zs__pseudo,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,7880 / 57131,1299 / 8702,1910 / 17048,25 / 1429,1.836801114841471,7.0851006618772425,True
+zs__pseudo,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,5377 / 15430,1335 / 4363,913 / 4223,167 / 701,-6.5208452017486,-11.60538219024979,True
+zs__pseudo,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,13257 / 72561,4575 / 38708,2823 / 21271,349 / 7734,2.30721080439295,2.374178875211677,True
+zs__pseudo,ISG-high T,adult sepsis vs adult HC,46,7,3234 / 162485,542 / 33194,296 / 36821,16 / 6785,1.6992887540353507,0.8032151634764373,True
+zs__pseudo,ISG-high T,paediatric sepsis vs paediatric HC,15,4,2623 / 40153,3251 / 20916,421 / 8793,582 / 3670,-15.642405854325386,-11.57477916193886,True
+zs__pseudo,ISG-high T,all sepsis vs all controls,61,21,5857 / 202638,4828 / 95479,717 / 45614,629 / 16575,-1.6501821280479536,-1.44450023021777,True
+zs__pseudo,DN2 / ABC B,adult sepsis vs adult HC,46,7,1804 / 47206,286 / 4301,97 / 8854,4 / 488,-0.839803809912544,-0.039312083489534855,True
+zs__pseudo,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,1435 / 33660,291 / 4954,45 / 8201,6 / 1085,-1.1778488116101702,0.5407099967405843,False
+zs__pseudo,DN2 / ABC B,all sepsis vs all controls,61,21,3239 / 80866,1070 / 18863,142 / 17055,19 / 3407,-0.13427856315908215,0.2696019862856013,False
+zs__pseudo,HSPC,adult sepsis vs adult HC,46,7,391 / 310451,69 / 59344,197 / 69000,7 / 10500,0.005110789182514883,0.21884057971014492,True
+zs__pseudo,HSPC,paediatric sepsis vs paediatric HC,15,4,159 / 98395,29 / 35572,97 / 22500,8 / 6000,0.07523677208795859,0.2977777777777778,True
+zs__pseudo,HSPC,all sepsis vs all controls,61,21,550 / 408846,191 / 180632,294 / 91500,50 / 31500,0.028261733357196575,0.16258131667967726,True
+zs__pseudo,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,1249 / 83070,419 / 13845,515 / 17804,99 / 2189,-1.460390756738755,-0.39540942713135685,True
+zs__pseudo,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,71 / 17697,44 / 8125,68 / 4782,25 / 1938,-0.25386029128779314,0.4114491464227503,False
+zs__pseudo,Cytotoxic CD4 T,all sepsis vs all controls,61,21,1320 / 100767,771 / 39446,583 / 22586,178 / 7263,-1.2151816660409027,0.7577812514719939,False
+zs__pseudo,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,8326 / 310451,1095 / 59344,52 / 69000,1 / 10500,1.2681724855623218,0.06583850931677018,True
+zs__pseudo,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,2362 / 98395,299 / 35572,11 / 22500,2 / 6000,1.7244023150954175,0.015555555555555559,True
+zs__pseudo,Granulocyte-like (LDG),all sepsis vs all controls,61,21,10688 / 408846,3649 / 180632,63 / 91500,16 / 31500,0.7012300784341825,0.018058808222742653,True
+zs__pseudo,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,10500 / 57131,1043 / 8702,891 / 17048,34 / 1429,4.409394207196705,2.3962197444531115,True
+zs__pseudo,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,2815 / 15430,372 / 4363,214 / 4223,12 / 701,4.421640188890239,2.597303588879859,True
+zs__pseudo,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,13315 / 72561,5796 / 38708,1105 / 21271,243 / 7734,2.2334557374336423,1.7926779509997957,True

paper-releases/pbisc-diffusion/updates/20261004T174508Z-sepsis-rare-states/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/sepsis_summary.csv

@@ -0,0 +1,106 @@
+arm,state,thin,gen,obs_thinned,obs_native_n,gen_pct,obs_pct,gen_over_obs,spearman_donors
+zs__raw,C1Q-high monocyte (reference),0.421,"63 / 45,474","5,908 / 111,269",6788,0.13854070457844042,5.309654980273032,0.026092223523592566,0.14897022349219874
+zs__raw,Cycling T/NK,0.419,"294 / 54,913","2,232 / 345,949",3461,0.5353923478957624,0.6451818042543843,0.8298317534148347,0.11879119046487904
+zs__raw,Cycling activated T (CD38/HLA-DR),0.441,"168 / 43,347","3,198 / 298,117",5877,0.38757007405356775,1.0727331886474103,0.3612921443609364,0.03374725260373218
+zs__raw,Proliferating T (label),1.0,"1,369 / 43,347","4,793 / 298,117",4793,3.158234710591275,1.6077580278883794,1.964371911573835,-0.018709084082318368
+zs__raw,Plasmablast (label),1.0,"678 / 123,000","8,423 / 589,478",8423,0.551219512195122,1.4288913241885193,0.38576727485427537,0.33207920810711905
+zs__raw,Plasmablast (markers),0.495,"882 / 123,000","15,275 / 589,478",26774,0.7170731707317073,2.5912756710174087,0.2767259303021835,0.3760753502012829
+zs__raw,MS1 monocyte (IL1R2+),0.421,"403 / 45,474","12,363 / 111,269",18712,0.8862206975414523,11.110911394907836,0.07976129644482718,0.5257984199802778
+zs__raw,Cycling monocyte (Ye 2026),0.421,"103 / 45,474","2,618 / 111,269",4601,0.22650305669173593,2.352856590784495,0.09626725979768054,0.1906973956442681
+zs__raw,ISG-high monocyte (positive control),0.421,"8,106 / 45,474","11,029 / 111,269",21377,17.825570655759336,9.912015026647135,1.7983801081654598,0.4960865732106126
+zs__raw,ISG-high T,0.441,"1,144 / 43,347","4,514 / 298,117",10685,2.6391676471266754,1.5141706108675452,1.742979046208381,0.43189005368098826
+zs__raw,DN2 / ABC B,0.575,"710 / 18,316","2,592 / 99,729",4309,3.87639222537672,2.59904340763469,1.491468828104147,0.1050282977859333
+zs__raw,HSPC,0.495,"72 / 123,000","629 / 589,478",741,0.05853658536585366,0.10670457591292636,0.5485855209585482,-0.005512903468766702
+zs__raw,Cytotoxic CD4 T,0.619,"85 / 15,654","1,767 / 140,213",2091,0.5429922064648013,1.2602255140393543,0.4308690789193502,0.375146525042665
+zs__raw,Granulocyte-like (LDG),0.495,"321 / 123,000","6,501 / 589,478",14337,0.26097560975609757,1.1028401399204042,0.2366395638944853,0.4168937552291161
+zs__raw,Platelet signal in monocytes (negative control),0.421,"1,308 / 45,474","11,518 / 111,269",23329,2.8763689141047633,10.351490531954093,0.2778700231841664,0.2336294986182663
+lora_n5__raw,C1Q-high monocyte (reference),0.821,"669 / 21,211","6,599 / 111,269",6788,3.1540238555466504,5.930672514357099,0.5318155483903928,0.15133626458614569
+lora_n5__raw,Cycling T/NK,0.929,"211 / 76,200","3,337 / 345,949",3461,0.2769028871391076,0.9645930469520074,0.28706705694602075,0.11695341807955037
+lora_n5__raw,Cycling activated T (CD38/HLA-DR),0.914,"205 / 71,032","5,521 / 298,117",5877,0.2886023200810902,1.8519574529463265,0.15583636633873277,0.12092213033946489
+lora_n5__raw,Proliferating T (label),1.0,"703 / 71,032","4,793 / 298,117",4793,0.9896947854488118,1.6077580278883794,0.6155744634960222,0.22158611652929308
+lora_n5__raw,Plasmablast (label),1.0,"712 / 123,000","8,423 / 589,478",8423,0.5788617886178862,1.4288913241885193,0.40511253642513867,0.12490172580823881
+lora_n5__raw,Plasmablast (markers),0.908,"998 / 123,000","24,644 / 589,478",26774,0.8113821138211382,4.1806479631131275,0.19408046814277588,0.358687825158033
+lora_n5__raw,MS1 monocyte (IL1R2+),0.821,"2,129 / 21,211","17,344 / 111,269",18712,10.037244825797934,15.587450233218597,0.6439311545904695,0.4586163236349482
+lora_n5__raw,Cycling monocyte (Ye 2026),0.821,"235 / 21,211","4,040 / 111,269",4601,1.107915704115789,3.6308405755421544,0.30514027841895974,0.14437355833176688
+lora_n5__raw,ISG-high monocyte (positive control),0.821,"1,957 / 21,211","18,652 / 111,269",21377,9.2263448210834,16.762979805696105,0.550400043907961,0.3110630205403783
+lora_n5__raw,ISG-high T,0.914,"898 / 71,032","9,772 / 298,117",10685,1.2642189435747269,3.2779076671239817,0.3856786316021969,0.5107235308375224
+lora_n5__raw,DN2 / ABC B,0.915,"363 / 21,371","4,005 / 99,729",4309,1.6985634738664546,4.0158830430466566,0.4229613899755996,0.04033325962119216
+lora_n5__raw,HSPC,0.908,"107 / 123,000","722 / 589,478",741,0.08699186991869919,0.12248124611944805,0.7102464473121186,-0.002602223262958989
+lora_n5__raw,Cytotoxic CD4 T,0.949,"518 / 33,233","2,055 / 140,213",2091,1.558691661902326,1.4656272956145293,1.0634979756219507,0.5545961359011299
+lora_n5__raw,Granulocyte-like (LDG),0.908,"106 / 123,000","12,971 / 589,478",14337,0.08617886178861789,2.2004213897719676,0.03916470826415149,0.35214232761221637
+lora_n5__raw,Platelet signal in monocytes (negative control),0.821,"2,194 / 21,211","20,099 / 111,269",23329,10.343689595021452,18.06343186332222,0.5726314729829554,0.20069243192152308
+lora_n10__raw,C1Q-high monocyte (reference),0.884,"673 / 22,416","6,655 / 111,269",6788,3.0023197715917203,5.981000997582435,0.5019761362362721,0.18970197966791702
+lora_n10__raw,Cycling T/NK,0.966,"176 / 76,060","3,394 / 345,949",3461,0.23139626610570602,0.9810694639961381,0.23586124591338506,0.2122463216863031
+lora_n10__raw,Cycling activated T (CD38/HLA-DR),0.954,"200 / 70,094","5,683 / 298,117",5877,0.2853311267726196,1.9062985337971334,0.1496780917122524,0.23642865447109335
+lora_n10__raw,Proliferating T (label),1.0,"601 / 70,094","4,793 / 298,117",4793,0.857420035951722,1.6077580278883794,0.533301666717754,0.2974362882515114
+lora_n10__raw,Plasmablast (label),1.0,"691 / 123,000","8,423 / 589,478",8423,0.5617886178861788,1.4288913241885193,0.3931639925137231,0.16258950004249276
+lora_n10__raw,Plasmablast (markers),0.942,"946 / 123,000","25,453 / 589,478",26774,0.7691056910569106,4.317888029748354,0.17812080483748302,0.3617294356859082
+lora_n10__raw,MS1 monocyte (IL1R2+),0.884,"2,000 / 22,416","17,844 / 111,269",18712,8.922198429693076,16.036811690587676,0.5563573733879841,0.42289149301749557
+lora_n10__raw,Cycling monocyte (Ye 2026),0.884,"153 / 22,416","4,273 / 111,269",4601,0.6825481798715204,3.8402430146761453,0.17773567382664218,0.2971974592705747
+lora_n10__raw,ISG-high monocyte (positive control),0.884,"1,882 / 22,416","19,580 / 111,269",21377,8.395788722341186,17.596994670573114,0.477114921014393,0.4254902546252257
+lora_n10__raw,ISG-high T,0.954,"1,035 / 70,094","10,140 / 298,117",10685,1.4765885810483066,3.4013491347356912,0.4341184990299586,0.4409636511951133
+lora_n10__raw,DN2 / ABC B,0.907,"377 / 20,791","3,942 / 99,729",4309,1.8132845942956086,3.952711849111091,0.45874444268012876,0.09683235943075061
+lora_n10__raw,HSPC,0.942,"91 / 123,000","733 / 589,478",741,0.07398373983739838,0.12434730388581083,0.5949766301755788,0.11926492464159928
+lora_n10__raw,Cytotoxic CD4 T,0.995,"567 / 31,214","2,089 / 140,213",2091,1.8164925994745946,1.4898761170504875,1.2192239198187234,0.5837873826627875
+lora_n10__raw,Granulocyte-like (LDG),0.942,"124 / 123,000","13,503 / 589,478",14337,0.1008130081300813,2.2906707290178767,0.04401025728097761,0.5422275413764622
+lora_n10__raw,Platelet signal in monocytes (negative control),0.884,"2,308 / 22,416","21,268 / 111,269",23329,10.29621698786581,19.114038950651125,0.5386730148687422,0.15728184236533424
+lora_n20__raw,C1Q-high monocyte (reference),0.868,"1,023 / 24,014","6,665 / 111,269",6788,4.260014991255101,5.989988226729817,0.7111892093952946,0.31851395164728463
+lora_n20__raw,Cycling T/NK,1.0,"331 / 73,635","3,461 / 345,949",3461,0.44951449718204656,1.0004364805216954,0.4493183784618082,0.3310440163376672
+lora_n20__raw,Cycling activated T (CD38/HLA-DR),1.0,"344 / 66,642","5,877 / 298,117",5877,0.5161909906665466,1.971373655309828,0.2618433036660522,0.20294212642785972
+lora_n20__raw,Proliferating T (label),1.0,"803 / 66,642","4,793 / 298,117",4793,1.204945829957084,1.6077580278883794,0.7494572000611642,0.25679316076946046
+lora_n20__raw,Plasmablast (label),1.0,"1,826 / 123,000","8,423 / 589,478",8423,1.4845528455284553,1.4288913241885193,1.0389543420116618,0.29121442560821076
+lora_n20__raw,Plasmablast (markers),0.999,"2,262 / 123,000","26,759 / 589,478",26774,1.8390243902439025,4.539439979100153,0.40512142438513965,0.44771336694442504
+lora_n20__raw,MS1 monocyte (IL1R2+),0.868,"2,024 / 24,014","17,768 / 111,269",18712,8.428416756891814,15.968508749067574,0.5278148942608033,0.44082269447310596
+lora_n20__raw,Cycling monocyte (Ye 2026),0.868,"134 / 24,014","4,201 / 111,269",4601,0.5580078287665529,3.775534964814998,0.14779569887889923,0.2096033416255391
+lora_n20__raw,ISG-high monocyte (positive control),0.868,"2,415 / 24,014","19,387 / 111,269",21377,10.056633630382278,17.42354114802865,0.5771865515133882,0.6123010044429504
+lora_n20__raw,ISG-high T,1.0,"1,238 / 66,642","10,685 / 298,117",10685,1.8576873443173973,3.5841632647584674,0.5183043313297796,0.6965063308000584
+lora_n20__raw,DN2 / ABC B,0.969,"332 / 20,402","4,192 / 99,729",4309,1.6272914420154887,4.203391190125239,0.38713775816021634,0.09498046185858747
+lora_n20__raw,HSPC,0.999,"113 / 123,000","741 / 589,478",741,0.091869918699187,0.12570443680680196,0.7308407008766443,0.05398463096140915
+lora_n20__raw,Cytotoxic CD4 T,1.0,"626 / 29,696","2,091 / 140,213",2091,2.1080280172413794,1.4913025183114261,1.4135482179888357,0.6690398140122548
+lora_n20__raw,Granulocyte-like (LDG),0.999,"162 / 123,000","14,326 / 589,478",14337,0.13170731707317074,2.4302857782648375,0.05419416854227178,0.37315840628102753
+lora_n20__raw,Platelet signal in monocytes (negative control),0.868,"2,634 / 24,014","20,934 / 111,269",23329,10.968601649038062,18.81386549712858,0.583006275383021,0.07565366958715984
+lora_n40__raw,C1Q-high monocyte (reference),0.803,"613 / 24,297","6,560 / 111,269",6788,2.522945219574433,5.89562232068231,0.4279353531049201,0.20503167835119745
+lora_n40__raw,Cycling T/NK,1.0,"399 / 73,105","3,461 / 345,949",3461,0.5457903016209562,1.0004364805216954,0.5455521787213758,0.31170856600763713
+lora_n40__raw,Cycling activated T (CD38/HLA-DR),1.0,"426 / 65,276","5,877 / 298,117",5877,0.6526135179851706,1.971373655309828,0.33104506404829864,0.14757810054627157
+lora_n40__raw,Proliferating T (label),1.0,"899 / 65,276","4,793 / 298,117",4793,1.3772289968748086,1.6077580278883794,0.8566145980833034,0.3785216346901005
+lora_n40__raw,Plasmablast (label),1.0,"1,263 / 123,000","8,423 / 589,478",8423,1.026829268292683,1.4288913241885193,0.7186195695294244,0.3037702376363167
+lora_n40__raw,Plasmablast (markers),0.955,"1,706 / 123,000","25,723 / 589,478",26774,1.3869918699186992,4.363691265831804,0.3178483044341387,0.4822858890418341
+lora_n40__raw,MS1 monocyte (IL1R2+),0.803,"3,317 / 24,297","17,254 / 111,269",18712,13.651891179981067,15.506565170892163,0.8803942736207914,0.5659605988398115
+lora_n40__raw,Cycling monocyte (Ye 2026),0.803,"165 / 24,297","4,027 / 111,269",4601,0.6790961847141622,3.6191571776505587,0.18763931804559253,0.07939424956342468
+lora_n40__raw,ISG-high monocyte (positive control),0.803,"2,173 / 24,297","18,312 / 111,269",21377,8.943490965962877,16.45741401468513,0.5434323374244885,0.6383832859142597
+lora_n40__raw,ISG-high T,1.0,"1,471 / 65,276","10,685 / 298,117",10685,2.253508180648324,3.5841632647584674,0.6287403821154295,0.7028063271673536
+lora_n40__raw,DN2 / ABC B,0.946,"218 / 19,980","4,115 / 99,729",4309,1.0910910910910911,4.126181953092882,0.26443116263286376,0.1403130686868474
+lora_n40__raw,HSPC,0.955,"83 / 123,000","736 / 589,478",741,0.06747967479674796,0.1248562287311825,0.5404590182043124,0.14831095829916466
+lora_n40__raw,Cytotoxic CD4 T,1.0,"597 / 28,478","2,091 / 140,213",2091,2.096355081115247,1.4913025183114261,1.4057208751239223,0.6881740428039519
+lora_n40__raw,Granulocyte-like (LDG),0.955,"231 / 123,000","13,678 / 589,478",14337,0.1878048780487805,2.3203580116645575,0.08093788850887486,0.3662522241629035
+lora_n40__raw,Platelet signal in monocytes (negative control),0.803,"2,583 / 24,297","19,803 / 111,269",23329,10.630942091616248,17.797409880559723,0.5973308567348626,0.12255361516449668
+real_lora__raw,C1Q-high monocyte (reference),0.823,"676 / 22,723","6,595 / 111,269",6788,2.9749592923469614,5.927077622698146,0.5019268316909083,0.22330830443279387
+real_lora__raw,Cycling T/NK,1.0,"405 / 75,578","3,461 / 345,949",3461,0.5358702267855725,1.0004364805216954,0.5356364319163306,0.3321315547445843
+real_lora__raw,Cycling activated T (CD38/HLA-DR),0.996,"396 / 67,850","5,861 / 298,117",5877,0.5836403831982314,1.966006634978884,0.2968659275173301,0.17162794375464113
+real_lora__raw,Proliferating T (label),1.0,"846 / 67,850","4,793 / 298,117",4793,1.2468680913780399,1.6077580278883794,0.7755321819264492,0.3863061258975033
+real_lora__raw,Plasmablast (label),1.0,"1,331 / 123,000","8,423 / 589,478",8423,1.0821138211382113,1.4288913241885193,0.7573100926711511,0.1953379552172448
+real_lora__raw,Plasmablast (markers),0.957,"1,803 / 123,000","25,829 / 589,478",26774,1.4658536585365853,4.381673277034936,0.3345419810781793,0.427490440746068
+real_lora__raw,MS1 monocyte (IL1R2+),0.823,"2,507 / 22,723","17,348 / 111,269",18712,11.032874180345905,15.59104512487755,0.707641732287819,0.5702281243191761
+real_lora__raw,Cycling monocyte (Ye 2026),0.823,"189 / 22,723","4,067 / 111,269",4601,0.8317563701975972,3.655106094240085,0.22756011693021008,0.12193175233406893
+real_lora__raw,ISG-high monocyte (positive control),0.823,"2,332 / 22,723","18,712 / 111,269",21377,10.262729393125907,16.816903180580397,0.6102627388006234,0.6345367035230509
+real_lora__raw,ISG-high T,0.996,"1,378 / 67,850","10,643 / 298,117",10685,2.0309506263817245,3.5700748363897397,0.5688818076529555,0.6989973853582776
+real_lora__raw,DN2 / ABC B,0.934,"249 / 19,896","4,051 / 99,729",4309,1.2515078407720144,4.06200804179326,0.30810077870242464,0.41613724553820014
+real_lora__raw,HSPC,0.957,"61 / 123,000","736 / 589,478",741,0.04959349593495935,0.1248562287311825,0.3972048206079887,0.050601136346942334
+real_lora__raw,Cytotoxic CD4 T,1.0,"609 / 30,246","2,091 / 140,213",2091,2.0134893870263837,1.4913025183114261,1.350154889637161,0.6921551991756923
+real_lora__raw,Granulocyte-like (LDG),0.957,"196 / 123,000","13,736 / 589,478",14337,0.15934959349593497,2.330197225341743,0.06838459498747579,0.3808024873541112
+real_lora__raw,Platelet signal in monocytes (negative control),0.823,"2,308 / 22,723","20,106 / 111,269",23329,10.157109536592879,18.069722923725386,0.5621065458207266,0.09377483190917332
+zs__pseudo,C1Q-high monocyte (reference),0.77,"101 / 29,005","6,520 / 111,269",6788,0.34821582485778313,5.859673404092784,0.05942580769340594,0.03920775070478769
+zs__pseudo,Cycling T/NK,1.0,"496 / 70,188","3,461 / 345,949",3461,0.7066735054425258,1.0004364805216954,0.7063651907955399,0.436022465707281
+zs__pseudo,Cycling activated T (CD38/HLA-DR),1.0,"420 / 62,189","5,877 / 298,117",5877,0.675360594317323,1.971373655309828,0.3425837575227112,0.3848126256927748
+zs__pseudo,Proliferating T (label),1.0,"703 / 62,189","4,793 / 298,117",4793,1.1304249947739955,1.6077580278883794,0.7031064222137268,0.48489268215824677
+zs__pseudo,Plasmablast (label),1.0,"812 / 123,000","8,423 / 589,478",8423,0.6601626016260163,1.4288913241885193,0.4620103645747368,0.4882961626189788
+zs__pseudo,Plasmablast (markers),1.0,"1,101 / 123,000","26,774 / 589,478",26774,0.8951219512195122,4.541984603327012,0.19707727555127197,0.5333920515183713
+zs__pseudo,MS1 monocyte (IL1R2+),0.77,"1,949 / 29,005","16,859 / 111,269",18712,6.719531115324944,15.15156961957059,0.44348745932207795,0.396356089216483
+zs__pseudo,Cycling monocyte (Ye 2026),0.77,"131 / 29,005","3,898 / 111,269",4601,0.45164626788484746,3.5032219216493363,0.1289231107780377,0.24908102615307745
+zs__pseudo,ISG-high monocyte (positive control),0.77,"3,172 / 29,005","17,832 / 111,269",21377,10.936045509394932,16.02602701561082,0.682392803827313,0.5639091499506319
+zs__pseudo,ISG-high T,1.0,"1,346 / 62,189","10,685 / 298,117",10685,2.164369904645516,3.5841632647584674,0.6038703442800255,0.5413156013659841
+zs__pseudo,DN2 / ABC B,1.0,"161 / 20,462","4,309 / 99,729",4309,0.7868243573453231,4.320709121719861,0.18210537557134307,-0.03896405459165308
+zs__pseudo,HSPC,1.0,"344 / 123,000","741 / 589,478",741,0.27967479674796747,0.12570443680680196,2.224860186739519,-0.08959925706693933
+zs__pseudo,Cytotoxic CD4 T,1.0,"761 / 29,849","2,091 / 140,213",2091,2.5494991457000236,1.4913025183114261,1.7095787839121828,0.6505747407890214
+zs__pseudo,Granulocyte-like (LDG),1.0,"79 / 123,000","14,337 / 589,478",14337,0.06422764227642276,2.4321518360312004,0.026407743679864083,0.6246937345564946
+zs__pseudo,Platelet signal in monocytes (negative control),0.77,"1,348 / 29,005","19,111 / 111,269",23329,4.647474573349423,17.17549362356092,0.27058754031815024,0.5096564788314847