Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/cross_spearman.csv

@@ -0,0 +1,226 @@
+comparison,kind,variant,state,is_control,informative,spearman_scratch,spearman_comparator,diff_scratch_minus_comparator,diff_ci_lo,diff_ci_hi,n_boot_finite,verdict
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.01833193860876224,0.0821040489937467,-0.23260673012915722,0.3747805855420131,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,-0.12782965207988436,0.07379529296563217,-0.22706886188060235,0.38532694711004933,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,-0.0823151553570747,0.2455401303523993,-0.023542468795533754,0.49133991500147856,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.06790526571459832,0.02518455896815136,-0.19429703090251013,0.2384498518031669,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.35550088664881113,-0.040125003660768155,-0.22345377188792073,0.1524256502661955,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4775983494497639,0.029802364118473423,-0.16171218480056196,0.23774596713650614,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.40014385460982327,0.1223769380215276,-0.061654557109607336,0.30538718392540704,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.03377748831800565,0.038174810971624666,-0.26162109198938766,0.3329204996450166,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.42192549038962374,-0.015904560796489497,-0.20114730427606645,0.1601356604471029,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.5334285073517612,-0.15024559934296317,-0.35139748562266865,0.03961980869514949,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.10903042463381012,-0.004403589550677239,-0.2937266711336228,0.2889738570543258,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.06767279722261316,0.20737466057408765,-0.014396606321240981,0.4354290161966371,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.5410403942321702,-0.13656934037753998,-0.31813996178947485,0.04448937768019048,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,-0.06285102421788866,0.24604726213724448,-0.03797430428602233,0.5044330231536601,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.14839958864531766,0.010929218125990015,-0.24816008043836968,0.275887578736466,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.07654327400975368,0.01833193860876224,0.05821133540099144,-0.2542228353141866,0.35095130734087704,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.06252488388735361,-0.12782965207988436,0.06530476819253075,-0.22493875445305941,0.37147258887125745,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1199378881541543,-0.0823151553570747,0.20225304351122902,-0.06326347296404902,0.4395357223017628,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.06790526571459832,0.02518455896815136,-0.19429703090251013,0.2384498518031669,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.35550088664881113,-0.040125003660768155,-0.22345377188792073,0.1524256502661955,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.47318046281629683,0.4775983494497639,-0.004417886633467094,-0.20067083014813938,0.21273259633092984,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.48118322913233635,0.40014385460982327,0.08103937452251309,-0.08692980508203532,0.24453471759174286,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.05898116855961267,0.03377748831800565,0.025203680241607018,-0.27496035000426183,0.3178412287266533,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.3906520066747697,0.42192549038962374,-0.031273483714854056,-0.20168717554845933,0.12939245296017332,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.36187217759212126,0.5334285073517612,-0.17155632975963991,-0.38198403743087,0.029624215039163695,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.10448506430388746,0.10903042463381012,-0.004545360329922657,-0.2942775892478159,0.2917306973200806,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,HSPC,False,True,0.27089181775791343,0.06767279722261316,0.20321902053530028,-0.01723747425768637,0.4289034041988188,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.3857756053434814,0.5410403942321702,-0.15526478888868883,-0.3303514542522789,0.026101134621977305,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.18999705721298396,-0.06285102421788866,0.2528480814308726,-0.03009714932318541,0.507809356972535,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.16816306169558448,0.14839958864531766,0.019763473050266822,-0.24910828883779917,0.29491797279879833,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.05501234565089339,0.045423641951615544,-0.23089660918999377,0.3227996561331444,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,-0.15968333113169964,0.10564897201744744,-0.14327035885304326,0.3749786894720304,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.08429670983173067,0.07892826516359393,-0.21119088456108553,0.3427326032004637,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.13795317758141612,-0.04486335289866644,-0.26884562835400627,0.18485142353025724,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.3751913785763228,-0.05981549558827981,-0.25588846210936833,0.1313780545219782,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4388444731118488,0.06855624045638853,-0.142061468304533,0.2994997819133376,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.41871855599583496,0.10380223663551591,-0.0827276189095354,0.30732593423721855,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.09692232551674505,-0.024970026227114736,-0.3209653012092389,0.3037608820658832,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.48656533097121946,-0.08054440137808522,-0.25942095443109137,0.0845573626818764,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.513585064433802,-0.13040215642500402,-0.33030445995037166,0.06491315652865005,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.31486762872563817,-0.2102407936425053,-0.48586581647504323,0.044700470437533245,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.09636977747707148,0.17867768031962933,-0.013514410750989704,0.3799143781934355,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.5814465540091032,-0.17697550015447294,-0.3823892143543064,0.03648772284505674,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.14283563308620756,0.04036060483314827,-0.20690980076827042,0.2888547466571699,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.3568928448911638,-0.19756403811985612,-0.4214066522516026,-0.0009353646469626084,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.0978919972822017,0.05501234565089339,0.04287965163130831,-0.23036890113471548,0.32026497770162976,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.05090193249893324,-0.15968333113169964,0.1087813986327664,-0.13943304581601146,0.37410113374002,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.11910568665939253,0.08429670983173067,0.03480897682766186,-0.24642021595309954,0.2972781447356315,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.13795317758141612,-0.04486335289866644,-0.26884562835400627,0.18485142353025724,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.3751913785763228,-0.05981549558827981,-0.25588846210936833,0.1313780545219782,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.4564406393262483,0.4388444731118488,0.017596166214399467,-0.19554066122916394,0.24286151621054938,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5264427546382824,0.41871855599583496,0.10772419864244742,-0.08301632528435743,0.31314410493801487,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.0450657160188162,0.09692232551674505,-0.051856609497928856,-0.3514142620364644,0.26447359761548556,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.3976597384924833,0.48656533097121946,-0.08890559247873614,-0.2619566487887076,0.06810513495277491,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.3899346012834455,0.513585064433802,-0.12365046315035655,-0.32649732450707414,0.06796694241176246,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.1579326480794174,0.31486762872563817,-0.15693498064622077,-0.4202953018124646,0.09294168547254023,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,HSPC,False,True,0.2948596195938382,0.09636977747707148,0.19848984211676673,0.013272037378265848,0.39192369273030964,2000,scratch_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.39042560346575844,0.5814465540091032,-0.19102095054334473,-0.39041708870684233,0.015891092302293023,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.1894247769201738,0.14283563308620756,0.04658914383396623,-0.19845998548046576,0.29391775212096316,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.20955252662057314,0.3568928448911638,-0.14734031827059066,-0.35302989785947575,0.03994298509422432,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.018448795221812152,0.08198719238069678,-0.13427899536730653,0.2996262568789615,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,-0.023242466665731678,-0.030791892448520517,-0.34451816875178304,0.27302228949470053,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.03832239084742432,0.12490258414790027,-0.20952405145239744,0.42980165033526746,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.03557901611007419,0.05751080857267549,-0.14723492571321073,0.2632564249069096,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.22785448873535893,0.08752139425268404,-0.11868495705672036,0.2862886846735603,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.3469220163427908,0.16047869722544655,-0.03978515619044657,0.3685049858314474,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.5045827422300467,0.01793805040130414,-0.18704425022252838,0.20973404014872166,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.318144606641071,-0.2461923073514407,-0.5106967754049303,0.05115451673381198,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.45796784727095036,-0.05194691767781612,-0.2547387529323954,0.14764065900471088,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.4724171417175093,-0.08923423370871131,-0.29060076279298847,0.099821984939713,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.3903288195291377,-0.28570198444600486,-0.5502205522550163,-0.012889148498432833,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.07030085169808331,0.2047466060986175,-0.042671160994458265,0.4442557141985308,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.6157215644177935,-0.21125051056316324,-0.4219008171278875,-0.000803475113580742,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.13495023062255224,0.04824600729680359,-0.22074433712397248,0.2975960342357922,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.268670363681688,-0.10934155691038033,-0.3413848171177273,0.11646095900855158,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.11819778735822228,0.018448795221812152,0.09974899213641013,-0.10841984738700126,0.32325839450601235,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.01850614742161175,-0.023242466665731678,0.004736319244119928,-0.3118033834862014,0.29964526116500323,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.08985254320715977,0.03832239084742432,0.051530152359735445,-0.2704860021443582,0.36318684500877035,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.03557901611007419,0.05751080857267549,-0.14723492571321073,0.2632564249069096,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.22785448873535893,0.08752139425268404,-0.11868495705672036,0.2862886846735603,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.4621694273260958,0.3469220163427908,0.11524741098330499,-0.08604306663381668,0.3212889076712644,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5175839089568686,0.5045827422300467,0.013001166726821833,-0.19131623617982357,0.19950538149929875,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.07021972126604342,0.318144606641071,-0.2479248853750276,-0.5072026602655073,0.043108097471587406,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.370040951404961,0.45796784727095036,-0.08792689586598934,-0.28747980252418154,0.11077145803833438,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.3408680227701517,0.4724171417175093,-0.1315491189473576,-0.3530558729211961,0.07421678676831628,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.12018410576640894,0.3903288195291377,-0.2701447137627288,-0.5334388671627704,0.0026775827469816237,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,HSPC,False,True,0.24511995685580196,0.07030085169808331,0.17481910515771865,-0.06643739060854503,0.41033599120704345,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.3928649467430186,0.6157215644177935,-0.22285661767477488,-0.434689158849482,-0.0031107876335591277,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.1859322171779153,0.13495023062255224,0.05098198655536307,-0.22297454350200896,0.3068330509875818,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.18188923432682688,0.268670363681688,-0.08678112935486113,-0.31123183692609857,0.13011088955617142,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.11200068662846516,-0.011564699025956221,-0.27742869217399996,0.2578254868160575,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.1625998904478673,-0.2166342495621195,-0.4677505512438235,0.021365010311216178,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.13389747294577425,0.02932750204955034,-0.2254348581999524,0.28224203864796976,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.08145761690846956,0.011632207774280118,-0.20689101136317456,0.22877158284288154,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Plasmablast (label),False,True,0.315375882988043,0.41326432375254524,-0.09788844076450226,-0.283419712864371,0.10211342711526451,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4886741718763076,0.018726541691929777,-0.1840367947873519,0.22332260704142234,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.6470298105841801,-0.1245090179528292,-0.32450545523914676,0.04346218404619091,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.4166828651083665,-0.3447305658187362,-0.6154408724134882,-0.060938098843707045,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.5012422082558489,-0.09522127866271463,-0.2789819706502872,0.07433407438335432,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,ISG-high T,False,True,0.383182908008798,0.5523371840860498,-0.1691542760772518,-0.3475883368298726,-0.012465183323338624,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,DN2 / ABC B,False,True,0.10462683508313288,-0.06334723274496683,0.1679740678280997,-0.15422878442195523,0.49098380523397855,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,HSPC,False,True,0.2750474577967008,0.1329464835718879,0.1421009742248129,-0.08180634266230585,0.37173078057766723,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.4900451791659197,-0.0855741253112895,-0.2984337580748362,0.14528591194352358,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.30763203623377827,-0.12443579831442245,-0.3984532438057937,0.15835369860539494,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.2202232996169378,-0.060894492845630116,-0.31237482779236425,0.1911409048007994,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.07654327400975368,0.11200068662846516,-0.03545741261871148,-0.2984024210315632,0.23452405044535826,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,-0.06252488388735361,0.1625998904478673,-0.2251247743352209,-0.4793018385584812,0.01886843624016324,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1199378881541543,0.13389747294577425,-0.013959584791619947,-0.2663062099973201,0.23912358215557528,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.08145761690846956,0.011632207774280118,-0.20689101136317456,0.22877158284288154,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.41326432375254524,-0.09788844076450226,-0.283419712864371,0.10211342711526451,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,0.47318046281629683,0.4886741718763076,-0.01549370906001074,-0.22551652849448664,0.19926058264779797,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.48118322913233635,0.6470298105841801,-0.16584658145184372,-0.3788866174415381,0.017230812394259314,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.05898116855961267,0.4166828651083665,-0.35770169654875383,-0.6444675828099082,-0.07240295681947835,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.3906520066747697,0.5012422082558489,-0.11059020158107918,-0.3004134728867024,0.0586046123099669,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,ISG-high T,False,True,0.36187217759212126,0.5523371840860498,-0.19046500649392856,-0.38903161820876336,-0.010945709498787192,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,0.10448506430388746,-0.06334723274496683,0.16783229704885427,-0.15531614084534018,0.4959165332361562,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,HSPC,False,True,0.27089181775791343,0.1329464835718879,0.13794533418602553,-0.08972061451639717,0.36872652315148335,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.3857756053434814,0.4900451791659197,-0.10426957382243834,-0.317057986641715,0.1338981067645036,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.18999705721298396,0.30763203623377827,-0.11763497902079431,-0.39135413162024574,0.1656694995394611,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.16816306169558448,0.2202232996169378,-0.05206023792135331,-0.30642876391661916,0.19816122031247235,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.08436641731903877,0.01606957028347017,-0.19654610443129122,0.22506787983989224,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.09559875785800981,-0.149633116972262,-0.43918579678417513,0.1386547744930983,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.2324602180121701,-0.0692352430168455,-0.3285058377088442,0.193350891389053,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.0744340444101552,0.01865578027259447,-0.18333760204561406,0.20395495204104827,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Plasmablast (label),False,True,0.315375882988043,0.3299244706562059,-0.014548587668162916,-0.2253737643431966,0.19977551272898653,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.43508894491493233,0.07231176865330502,-0.13503142611230085,0.2952222047543916,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.5426304960743793,-0.020109703443028426,-0.21291732597977198,0.16022637771433748,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.13765172027929434,-0.06569942098966403,-0.3604832150604184,0.24928362562686396,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.4317905517821625,-0.025769622189028285,-0.20732947938466478,0.14875970629355834,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,ISG-high T,False,True,0.383182908008798,0.4429155468969315,-0.059732638888133516,-0.22762997887122569,0.10287289980287008,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.05917676531946926,0.045450069763663614,-0.2242145149790737,0.32792012606233784,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,HSPC,False,True,0.2750474577967008,0.15716369223205343,0.11788376556464739,-0.13563796272754924,0.3795317683247653,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.5690688314846368,-0.1645977776300066,-0.36194820911645337,0.04529775174628533,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.0029172406103594537,0.18027899730899638,-0.1429836143952405,0.50454784143211,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.21802335832336348,-0.0586945515520558,-0.24805309344432033,0.1418158991372872,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.12040799820421834,0.08436641731903877,0.03604158088517957,-0.1670148242747554,0.24328018037398466,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling T/NK,False,True,-0.10330138473940052,0.09559875785800981,-0.19890014259741035,-0.491072477024952,0.09284475373112035,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,0.16195145452606793,0.2324602180121701,-0.07050876348610216,-0.32561541796710247,0.1877500771467754,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Proliferating T (label),False,True,0.09308982468274968,0.0744340444101552,0.01865578027259447,-0.18333760204561406,0.20395495204104827,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Plasmablast (label),False,True,0.315375882988043,0.3299244706562059,-0.014548587668162916,-0.2253737643431966,0.19977551272898653,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Plasmablast (markers),False,True,0.4615486271055799,0.43508894491493233,0.026459682190647593,-0.18455132671493488,0.2532811016588006,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5492469348164076,0.5426304960743793,0.00661643874202833,-0.17427245419742546,0.17314678267018235,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.09030007072377337,0.13765172027929434,-0.04735164955552097,-0.34026833668674383,0.27657169435922613,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.37923324904816286,0.4317905517821625,-0.05255730273399967,-0.22826355082036973,0.11505146338340098,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,ISG-high T,False,True,0.36818867677440575,0.4429155468969315,-0.07472687012252577,-0.23473153260144194,0.07590579766393535,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,DN2 / ABC B,False,True,0.12999289912350884,0.05917676531946926,0.07081613380403957,-0.18837279745401503,0.34533109765362896,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,HSPC,False,True,0.26427092810984737,0.15716369223205343,0.10710723587779394,-0.13454100911324643,0.36319515732326874,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.4187791697454631,0.5690688314846368,-0.15028966173917374,-0.3437096730270395,0.06451516301634255,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.19874096773336294,0.0029172406103594537,0.1958237271230035,-0.1241884582477241,0.5208735377743792,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.15522243622684564,0.21802335832336348,-0.06280092209651783,-0.24994923341520842,0.13905830386751786,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,C1Q-high monocyte (reference),False,True,0.20636913156033737,0.01833193860876224,0.18803719295157512,-0.07261372018297907,0.4491786931732349,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling T/NK,False,True,0.0012152752175162266,-0.12782965207988436,0.12904492729740058,-0.15494880157141663,0.419362620022102,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling activated T (CD38/HLA-DR),False,True,-0.04883097404805475,-0.0823151553570747,0.03348418130901996,-0.24398083891234487,0.329442232197115,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Proliferating T (label),False,True,-0.0879559840706146,0.06790526571459832,-0.15586124978521293,-0.38757289365002356,0.08555345588985097,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Plasmablast (label),False,True,0.3609453886793377,0.35550088664881113,0.0054445020305265435,-0.18243303176954787,0.19613502965462634,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Plasmablast (markers),False,True,0.4288029729953604,0.4775983494497639,-0.048795376454403516,-0.25743951858441944,0.1552076429740521,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,MS1 monocyte (IL1R2+),False,True,0.5106437628429805,0.40014385460982327,0.11049990823315725,-0.014881041453566328,0.24923570514648846,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling monocyte (Ye 2026),False,True,0.27405543810625194,0.03377748831800565,0.2402779497882463,-0.011235742745665378,0.501348594860282,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,ISG-high monocyte (positive control),True,True,0.442394031306746,0.42192549038962374,0.020468540917122247,-0.14631078947176052,0.18601179196376846,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,ISG-high T,False,True,0.24774261279508014,0.5334285073517612,-0.28568589455668103,-0.45251522743736367,-0.12572966027924679,2000,comparator_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,DN2 / ABC B,False,True,0.07713806613609733,0.10903042463381012,-0.03189235849771278,-0.3393350798152882,0.24688909187759112,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,HSPC,False,True,0.18940785274363003,0.06767279722261316,0.12173505552101688,-0.16651887570317667,0.42546747715943706,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cytotoxic CD4 T,False,True,0.3934639492251923,0.5410403942321702,-0.14757644500697792,-0.31597909808284674,0.00491224552306223,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Granulocyte-like (LDG),False,True,0.44498048131271717,-0.06285102421788866,0.5078315055306059,0.21919711394665325,0.7786687475185466,2000,scratch_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Platelet signal in monocytes (negative control),True,True,0.3074011105322625,0.14839958864531766,0.15900152188694483,-0.07778579568475504,0.39996516995848513,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,0.19943591425904741,0.01833193860876224,0.1811039756502852,-0.08101787988581335,0.43127863403444966,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling T/NK,False,True,-0.015531484373311776,-0.12782965207988436,0.11229816770657258,-0.15297597236803387,0.3929914893602707,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,-0.08564326899397928,-0.0823151553570747,-0.0033281136369045783,-0.28276569022419207,0.29505174959333563,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Proliferating T (label),False,True,-0.0879559840706146,0.06790526571459832,-0.15586124978521293,-0.38757289365002356,0.08555345588985097,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Plasmablast (label),False,True,0.3609453886793377,0.35550088664881113,0.0054445020305265435,-0.18243303176954787,0.19613502965462634,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Plasmablast (markers),False,True,0.41899503674203564,0.4775983494497639,-0.05860331270772828,-0.2680494465962176,0.14499204255733367,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,0.5394710188214612,0.40014385460982327,0.13932716421163793,0.0018001900885830425,0.2958014601557425,2000,scratch_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,0.28621028538967574,0.03377748831800565,0.2524327970716701,-0.030149005504708844,0.5312037386745573,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,0.43564926679987803,0.42192549038962374,0.013723776410254296,-0.15027906772483904,0.1771421665630024,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,ISG-high T,False,True,0.22566877078786776,0.5334285073517612,-0.30775973656389344,-0.4868799962139082,-0.14375289563315413,2000,comparator_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,DN2 / ABC B,False,True,0.03044519750709811,0.10903042463381012,-0.07858522712671201,-0.3857598107116249,0.19795230042659093,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,HSPC,False,True,0.20694715132566502,0.06767279722261316,0.13927435410305186,-0.14836310993341323,0.43616808096228005,2000,not_significant
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cytotoxic CD4 T,False,True,0.36402865602448403,0.5410403942321702,-0.17701173820768618,-0.33932001204743767,-0.020081389304202238,2000,comparator_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Granulocyte-like (LDG),False,True,0.4409941453322604,-0.06285102421788866,0.503845169550149,0.20966684017198378,0.776881056303205,2000,scratch_higher_sig
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,0.3273211277653779,0.14839958864531766,0.17892153912006026,-0.06041958738707594,0.4307102089034609,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.20636913156033737,-0.10593314395782844,-0.33774300710629107,0.13284149897327657,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.0012152752175162266,-0.055249634331768424,-0.2776840815435503,0.15350123499421353,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,-0.04883097404805475,0.21205594904337935,-0.03741717352741027,0.4652860228873032,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Proliferating T (label),False,True,0.09308982468274968,-0.0879559840706146,0.1810458087533643,-0.05703060862876986,0.399466463862447,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Plasmablast (label),False,True,0.315375882988043,0.3609453886793377,-0.0455695056912947,-0.1754576826566978,0.08289521656834085,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4288029729953604,0.07859774057287694,-0.02801653004408831,0.18921854290762946,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.5106437628429805,0.011877029788370352,-0.12542161140346847,0.1347078891123718,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.27405543810625194,-0.20210313881662162,-0.4993150992638601,0.10565157271072545,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.442394031306746,-0.036373101713611744,-0.13007558043230602,0.061141598839864524,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,ISG-high T,False,True,0.383182908008798,0.24774261279508014,0.13544029521371787,-0.018188916367419337,0.2828305914955656,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.07713806613609733,0.027488768947035544,-0.2685314028565637,0.31828630405082414,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,HSPC,False,True,0.2750474577967008,0.18940785274363003,0.08563960505307078,-0.16605609231992025,0.34198811932387246,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.3934639492251923,0.011007104629437936,-0.13243964798080315,0.14356066601234338,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.44498048131271717,-0.26178424339336137,-0.5035941006741067,-0.016586324921512675,2000,comparator_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.3074011105322625,-0.14807230376095482,-0.3371863142481403,0.013757302827577396,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.23373349476757654,-0.1332975071650676,-0.38697510973594645,0.11692860957368993,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.01330576360689253,-0.06734012272114473,-0.30056578084778607,0.15439661821451367,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.053657028926822795,0.1095679460685018,-0.13504582375666455,0.3500428938089722,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.07609168891062408,0.016998135772125597,-0.16580138905293343,0.18330604832304168,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Plasmablast (label),False,True,0.315375882988043,0.29209136376569816,0.023284519222344813,-0.08902810278635637,0.13754357123943386,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.4846251864858429,0.022775527082394442,-0.06009477095931773,0.10418786961307237,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.509791861181405,0.012728931449945913,-0.16877061976061472,0.19856299724846022,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.2233392693180081,-0.15138697002837778,-0.41912713549708513,0.14360253438730633,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.40484327383543744,0.0011776557576967939,-0.0783247020880133,0.08518292571631014,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,ISG-high T,False,True,0.383182908008798,0.37922739589631554,0.003955512112482462,-0.15659535552617,0.1696568970424663,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.15443972960009741,-0.04981289451696454,-0.2655927407596619,0.16354238801846896,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,HSPC,False,True,0.2750474577967008,0.10345834453646255,0.17158911326023826,-0.08369662307940187,0.40729741352421217,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.4258656561309699,-0.021394602276339658,-0.18450961088015758,0.14684170510860922,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.4372517949411365,-0.2540555570217806,-0.508007426486036,0.016813384384084116,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.19159077823461718,-0.0322619714633095,-0.19704576111297065,0.14794887981295624,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,0.10043598760250894,0.27607265454270435,-0.17563666694019542,-0.40128015994717114,0.0529759729163586,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling T/NK,False,True,-0.054034359114252195,0.011578527787745803,-0.065612886901998,-0.26068527651165646,0.11954926923194713,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,0.1632249749953246,0.003403300579328721,0.15982167441599587,-0.06291503876430898,0.380272522547747,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Proliferating T (label),False,True,0.09308982468274968,0.03376749259810698,0.0593223320846427,-0.11139431272389834,0.22743099039784712,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Plasmablast (label),False,True,0.315375882988043,0.2861090713647205,0.029266811623322453,-0.03629300582749861,0.09506989267031012,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,0.5074007135682373,0.49207642045552064,0.015324293112716714,-0.04227263901472463,0.07375715624701419,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,0.5225207926313509,0.40896006645223554,0.11356072617911533,0.0011077900254652774,0.2466166761309129,2000,scratch_higher_sig
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,0.07195229928963032,0.06236973366290805,0.009582565626722266,-0.2860843179445389,0.296092830440136,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,0.40602092959313424,0.40152162485373233,0.00449930473940191,-0.08345914935716346,0.08659947680874208,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,ISG-high T,False,True,0.383182908008798,0.3430067235814674,0.04017618442733062,-0.07855007560091676,0.16876479421805718,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,0.10462683508313288,0.059290574293983836,0.04533626078914904,-0.16828846467561318,0.27326806204367804,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,HSPC,False,True,0.2750474577967008,0.29320546171407474,-0.018158003917373933,-0.20881412666240812,0.1743936672472356,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,0.4044710538546302,0.4807663978021551,-0.07629534394752485,-0.22526204025158747,0.06585038030599047,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,0.18319623791935583,0.1858996256794984,-0.0027033877601425615,-0.29499975069105416,0.28664796776938767,2000,not_significant
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,0.15932880677130767,0.22792725972315506,-0.06859845295184738,-0.20426751578531138,0.061820426012727046,2000,not_significant

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/cross_state_table.csv

@@ -0,0 +1,16 @@
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+HSPC,False,741,589478,629,741,True,0.5485855209585482,1.6811046791090258,1.6168357133193116,2.9567568250564764,1.4030443333709148,2.965731682224229,0.9572072896437466,2.580579111944965,1.2999909812053585,1.312926214849193,0.7053616711958042,0.3993753387533875,0.8662115498374477,0.7494095611770055,0.6931730940121422,1.5640155956018351,0.48856059593133877,1.5683880791698246,0.06309671107735493,1.3676948595160408,0.37850161447262387,0.3927858404788715,0.5035649119189181,1.324182845121627,-0.0055129034687667,0.1329464835718878,0.0676727972226131,0.0963697774770714,0.1571636922320534,0.0703008516980833,0.18940785274363,0.1034583445364625,0.2932054617140747,0.2750474577967008,-0.0005251123176374,0.049339817698998,629,707,661,637,649,648,741,741,741,741,727,732,72,248,223,393,190,401,148,399,201,203,107,61,0.495,0.828,0.577,0.515,0.544,0.536,1.0,1.0,1.0,1.0,0.908,0.957
+Cytotoxic CD4 T,False,2091,140213,1721,2091,True,0.4308690789193502,2.0238415458343963,1.409334934696443,1.7009494084711785,1.6217877697235803,1.6087437927981576,0.8600122781301803,1.0047977870699818,0.9500226869011624,0.940455814827002,1.0619476870277496,1.350154889637161,1.214678526934237,1.017096340433553,0.4950145152690503,0.7663402313991943,0.6975850380506672,0.685934581939937,0.21757083801323587,0.006905192006709154,0.07396612892904914,0.08856793128500089,0.08671269879317084,0.4331249226045193,0.375146525042665,0.4900451791659197,0.5410403942321702,0.5814465540091031,0.5690688314846367,0.6157215644177935,0.3934639492251922,0.4258656561309699,0.4807663978021551,0.4044710538546303,0.5408198791294234,0.6921551991756923,1767,2034,1833,1721,1928,1828,2091,2091,2091,2091,2058,2091,85,457,340,372,412,330,270,306,271,289,518,609,0.619,0.919,0.691,0.622,0.782,0.69,1.0,1.0,1.0,1.0,0.949,1.0
+Granulocyte-like (LDG),False,14337,589478,6501,14337,True,0.2366395638944853,0.0631338147395998,0.0102468329902768,0.0160587985862376,0.0135254112842163,0.015897732904074,0.0354331750641214,0.0147081104039749,0.0110310828029812,0.0116996332758891,0.0391949256148683,0.068664531926021,2.079236796092997,3.9854432639608475,6.6086781078712225,5.960492225843004,6.2081837252104215,5.9750351450984045,4.818755442804895,6.0872442787307985,6.50228177800964,6.417392880423133,4.673189302376562,3.8642911100585233,0.4168937552291161,0.3076320362337782,-0.0628510242178886,0.1428356330862075,0.0029172406103594,0.1349502306225522,0.4449804813127171,0.4372517949411365,0.1858996256794983,0.1831962379193558,0.3536138743369667,0.3780213328378721,6501,11842,7951,6864,7441,7235,14337,14337,14337,14337,12961,13680,321,156,17,23,21,24,106,44,33,35,106,196,0.495,0.828,0.577,0.515,0.544,0.536,1.0,1.0,1.0,1.0,0.908,0.957
+Platelet signal in monocytes (negative control),True,23329,111269,9482,23329,True,0.2778700231841664,0.1866923090363154,0.1839583246144163,0.1810319064684482,0.4488171914802642,0.3572891662911917,0.1314478394466214,0.1120015837969698,0.0744821215528574,0.0781631587075596,0.5739736672393986,0.5633112799816343,1.8475178909219037,2.4212655992660084,2.442549131225609,2.46568410339597,1.1558001569346228,1.4848359256463286,2.9274376657139167,3.1584089615341386,3.7469620224876503,3.6773674195046153,0.8009435444229411,0.8279957338892912,0.2336294986182663,0.2202232996169378,0.1483995886453176,0.3568928448911638,0.2180233583233635,0.2686703636816879,0.3074011105322625,0.1915907782346171,0.227927259723155,0.1593288067713077,0.2030700253713513,0.0997567307945224,11518,19698,11037,10482,9482,10416,23329,23329,23329,23329,20052,20063,1308,1074,411,342,918,652,618,537,386,341,2194,2308,0.421,0.799,0.398,0.376,0.338,0.37,1.0,1.0,1.0,1.0,0.821,0.823

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_confound_cross_aggregate.csv

@@ -0,0 +1,43 @@
+comparison,variant,estimator,mean_D,lo,hi,verdict,loso_mean_D_min,loso_mean_D_max,loso_verdicts,loso_state_flipping_verdict,lodo_mean_D_min,lodo_mean_D_max,lodo_verdict_same_frac
+s162k vs r16,own_ref,pool,0.29961101742774177,0.09287247066291802,0.5197402518204565,comparator_closer_sig,0.1893544513481975,0.40477333025591533,comparator_closer_sig;not_significant,Cycling T/NK;Plasmablast (markers);Cycling monocyte (Ye 2026),0.236173953773199,0.34988825567564424,1.0
+s162k vs r16,own_ref,gw,0.4004313451929665,0.22473953692867193,0.6189764811654936,comparator_closer_sig,0.2971249042659714,0.4992356377438902,comparator_closer_sig,,null,null,null
+s162k vs r16,own_ref,dm,0.43587431459837866,0.24945104233188806,0.6249380800869692,comparator_closer_sig,0.3226779078811001,0.5377887415048445,comparator_closer_sig,,null,null,null
+s162k vs r16,comparator_depth_ref,pool,-0.10648816109542522,-0.24269181376739854,0.11200332350269383,not_significant,-0.2174898576148302,-0.017536045528474088,not_significant,,-0.13007192387681793,-0.06003279554467321,1.0
+s162k vs r16,comparator_depth_ref,gw,0.004078394105192968,-0.1578073828753555,0.20941594777279088,not_significant,-0.09687935584372183,0.0894569354939353,not_significant,,null,null,null
+s162k vs r16,comparator_depth_ref,dm,0.04873240246829891,-0.1364630691510413,0.22593613133679522,not_significant,-0.06577548314332671,0.1378321112206334,not_significant,,null,null,null
+s162k vs r64,own_ref,pool,0.4053457292478039,0.17058263919192332,0.6184109871067602,comparator_closer_sig,0.2881558767522042,0.5365708893475917,comparator_closer_sig,,0.3264599763103368,0.4648792617171416,1.0
+s162k vs r64,own_ref,gw,0.4707652736641981,0.2942655046534108,0.6717876005014602,comparator_closer_sig,0.3642812832043236,0.6066525971405299,comparator_closer_sig,,null,null,null
+s162k vs r64,own_ref,dm,0.5419672684876661,0.3317379918851133,0.7063355782001602,comparator_closer_sig,0.41894556452555703,0.6838357566948515,comparator_closer_sig,,null,null,null
+s162k vs r64,comparator_depth_ref,pool,-0.04424259659651072,-0.20753057339707282,0.13070132313380525,not_significant,-0.15653442845095208,0.03134842379055001,not_significant,,-0.0763457002534096,-0.01780217653579074,1.0
+s162k vs r64,comparator_depth_ref,gw,0.00792026066544443,-0.13660467386446773,0.18181235986860023,not_significant,-0.0987981772898419,0.08785818582433473,not_significant,,null,null,null
+s162k vs r64,comparator_depth_ref,dm,0.08913302792741015,-0.10685131475083276,0.24344049577806776,not_significant,-0.03165434391056701,0.17583868369146427,not_significant,,null,null,null
+s162k vs full108k,own_ref,pool,0.6920004657931002,0.4166176649994317,1.00017703406855,comparator_closer_sig,0.5116210082648746,0.8474764472303583,comparator_closer_sig,,0.6228935576878732,0.7581647287984659,1.0
+s162k vs full108k,own_ref,gw,0.8361841049760473,0.6201340545112825,1.0986867501084525,comparator_closer_sig,0.6678390418980981,1.0027383768294238,comparator_closer_sig,,null,null,null
+s162k vs full108k,own_ref,dm,0.824726269114515,0.5937210988912788,1.0706625051408583,comparator_closer_sig,0.6378258075073976,0.99036695128346,comparator_closer_sig,,null,null,null
+s162k vs full108k,comparator_depth_ref,pool,0.24530882930258338,0.029852955535555552,0.5388809563203338,comparator_closer_sig,0.06494280825014154,0.3474488311820543,comparator_closer_sig;not_significant,Cycling T/NK;Cycling activated T (CD38/HLA-DR);MS1 monocyte (IL1R2+);Cycling monocyte (Ye 2026),0.19412972915379262,0.2943508719268848,1.0
+s162k vs full108k,comparator_depth_ref,gw,0.38758987164940695,0.1893178063369674,0.6226685199979632,comparator_closer_sig,0.21556937331197723,0.5015866270577798,comparator_closer_sig,,null,null,null
+s162k vs full108k,comparator_depth_ref,dm,0.3902414597269216,0.16584525940906422,0.6122219705224825,comparator_closer_sig,0.20248204751958152,0.5044591808084208,comparator_closer_sig;not_significant,Cycling T/NK,null,null,null
+s162k vs xcal,own_ref,pool,1.0820610516508975,0.9200583863333885,1.2891017704008072,comparator_closer_sig,0.8939998054122761,1.2498911647451205,comparator_closer_sig,,1.0413107544087323,1.1245816680245273,1.0
+s162k vs xcal,own_ref,gw,1.1236829364697376,0.9616869259283921,1.3457083483229684,comparator_closer_sig,0.9362352847834364,1.3283379455866025,comparator_closer_sig,,null,null,null
+s162k vs xcal,own_ref,dm,1.163840670612737,0.9751205480875462,1.3706462796912773,comparator_closer_sig,0.9646700270565711,1.325425944863072,comparator_closer_sig,,null,null,null
+s162k vs xcal,comparator_depth_ref,pool,0.6759618731277306,0.5511427616953394,0.8911174401999564,comparator_closer_sig,0.49716482980488913,0.8085254123258089,comparator_closer_sig,,0.6473278236062865,0.7146606168042098,1.0
+s162k vs xcal,comparator_depth_ref,gw,0.7273299853819641,0.5578805708159699,0.9401791135533273,comparator_closer_sig,0.5492738972226303,0.893618755277242,comparator_closer_sig,,null,null,null
+s162k vs xcal,comparator_depth_ref,dm,0.776698758482657,0.5792352916386581,0.9848091140584888,comparator_closer_sig,0.5762166360321445,0.8919942680242091,comparator_closer_sig,,null,null,null
+s162k vs full20k,own_ref,pool,0.8659238014885667,0.6160004317831771,1.1035783843159528,comparator_closer_sig,0.702796463952199,0.9908920911256472,comparator_closer_sig,,0.8030796190550452,0.9185638397782317,1.0
+s162k vs full20k,own_ref,gw,0.9496646672585497,0.7572525934000142,1.1711649730912639,comparator_closer_sig,0.7958694586580396,1.093806041159076,comparator_closer_sig,,null,null,null
+s162k vs full20k,own_ref,dm,0.9213797150450618,0.7117464969939143,1.1234641232420586,comparator_closer_sig,0.7528420708623843,1.0649563633275594,comparator_closer_sig,,null,null,null
+s162k vs full20k,comparator_depth_ref,pool,0.41335789015100965,0.22686376839963404,0.649958071336485,comparator_closer_sig,0.24511111684868617,0.5080945780638091,comparator_closer_sig,,0.36524684368257126,0.4629235420668341,1.0
+s162k vs full20k,comparator_depth_ref,gw,0.5049501247924715,0.3320065762148535,0.7084492529834078,comparator_closer_sig,0.3442692643139236,0.6132189838751115,comparator_closer_sig,,null,null,null
+s162k vs full20k,comparator_depth_ref,dm,0.47819675965953906,0.2706224420911931,0.6665709766544698,comparator_closer_sig,0.3041785856071777,0.5783366866980494,comparator_closer_sig,,null,null,null
+s50k vs r16,own_ref,pool,0.011446981388022026,-0.1916713819296466,0.24482918477134366,not_significant,-0.1196863333960176,0.1586452351273781,not_significant,,-0.05367313711595001,0.06698072572952987,1.0
+s50k vs r16,own_ref,gw,0.10340728618494355,-0.07557375323495388,0.34248158044236693,not_significant,-0.019769192555300037,0.2625948508464567,comparator_closer_sig;not_significant,C1Q-high monocyte (reference);Granulocyte-like (LDG),null,null,null
+s50k vs r16,own_ref,dm,0.16161924654833337,-0.03302412309061707,0.3664475096891854,not_significant,0.04328898074403257,0.3256479829657904,comparator_closer_sig;not_significant,C1Q-high monocyte (reference);HSPC;Granulocyte-like (LDG),null,null,null
+s50k vs r16,comparator_depth_ref,pool,-0.38623601486653764,-0.540088728924946,-0.17310146843256677,scratch_closer_sig,-0.49656562868099413,-0.20130346583200986,not_significant;scratch_closer_sig,Granulocyte-like (LDG),-0.4179649634511367,-0.35264964682875216,1.0
+s50k vs r16,comparator_depth_ref,gw,-0.3048256997854896,-0.4575716116444342,-0.07888921467710548,scratch_closer_sig,-0.4083711206765255,-0.1131089578275412,not_significant;scratch_closer_sig,C1Q-high monocyte (reference);Granulocyte-like (LDG),null,null,null
+s50k vs r16,comparator_depth_ref,dm,-0.23537808642743466,-0.420834138785401,-0.03891213296255121,scratch_closer_sig,-0.3438743222460558,-0.037874043356314856,not_significant;scratch_closer_sig,C1Q-high monocyte (reference);MS1 monocyte (IL1R2+);Cycling monocyte (Ye 2026);Granulocyte-like (LDG),null,null,null
+s162k vs s50k,own_ref,pool,0.2881640360397198,0.15302055775664167,0.4249328809518677,comparator_closer_sig,0.18009749731626676,0.3826565932617423,comparator_closer_sig,,0.2654768693682493,0.314921544045052,1.0
+s162k vs s50k,own_ref,gw,0.297024059008023,0.15473130321940506,0.42270492705358,comparator_closer_sig,0.18969585553192858,0.39225495147740413,comparator_closer_sig,,null,null,null
+s162k vs s50k,own_ref,dm,0.27425506805004535,0.11570021950629414,0.41347085732643213,comparator_closer_sig,0.165029448660786,0.3675885446062617,comparator_closer_sig;not_significant,Granulocyte-like (LDG),null,null,null
+s162k vs s50k,comparator_depth_ref,pool,0.2797478537711125,0.1555501448024479,0.4225468879400501,comparator_closer_sig,0.17097996652527558,0.3735390624707511,comparator_closer_sig,,0.25371898265407133,0.31167998334767427,1.0
+s162k vs s50k,comparator_depth_ref,gw,0.30890409389068263,0.16732001522397627,0.42919427871551086,comparator_closer_sig,0.20256589332147656,0.4051249892669522,comparator_closer_sig,,null,null,null
+s162k vs s50k,comparator_depth_ref,dm,0.28411048889573354,0.12737218371404893,0.41758681726679253,comparator_closer_sig,0.17570615457694827,0.37826525052242393,comparator_closer_sig,,null,null,null