Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/ye2026_sepsis/fold0_scratch_20261005/en_per_sample.csv

@@ -0,0 +1,613 @@
+dataset,design,unit,set,cellset,distance,donor,n_real,n_gen,partner,dif,en_i
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Abd-PS19,150,150,Skin-S140,229.58475057536793,0.2739869469893622
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Abd-PS23,150,150,Res-S77,192.8826332637304,0.00691381805115027
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Abd-S123,150,150,Res-S139,196.91930370642154,0.036287769326710004
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Abd-S39,150,150,Res-PS25,206.62930770469148,0.1069453046345769
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Abd-S47,150,150,Abd-S66,183.57200100151422,-0.06083757812987282
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Abd-S66,150,150,Abd-S39,241.61853833044344,0.36155413886107723
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,HC01,150,150,Uri-S147,220.3700198440811,0.2069334048781136
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,HC07,150,150,Skin-S140,235.1360481940566,0.31438250270353685
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,IC23,150,150,Abd-S66,232.20488494428116,0.29305308091843446
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,PHC03,150,150,HC01,233.72611596013343,0.3041227400280656
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,PIC04,150,150,Abd-S39,294.6133318303645,0.7471854417442635
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Res-PS25,150,150,Abd-S123,171.59124342453927,-0.148018881212851
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Res-S139,150,150,Abd-PS19,284.9143849176456,0.676608366383979
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Res-S26,150,150,Abd-S47,188.67810167721444,-0.023681621361668268
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Res-S77,150,150,Abd-S123,195.64324864573413,0.027002201007544774
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Skin-S140,150,150,Abd-S47,152.95110534570324,-0.2836590122244898
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,sq,Uri-S147,150,150,HC07,195.0168560243754,0.022444081487910307
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Abd-PS19,150,150,Skin-S140,14.612383162340265,0.30767487173745967
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Abd-PS23,150,150,Res-S77,13.350638915847089,-0.006049813934861066
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Abd-S123,150,150,Res-S139,13.213557422238376,-0.04013425585992943
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Abd-S39,150,150,Res-PS25,13.862397137087985,0.12119561440392741
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Abd-S47,150,150,Abd-S66,13.123613140496719,-0.06249832971709245
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Abd-S66,150,150,Abd-S39,15.004991117634132,0.4052943439160373
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,HC01,150,150,Uri-S147,14.146612564760435,0.1918639736673717
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,HC07,150,150,Skin-S140,14.804985799384522,0.3555642930162245
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,IC23,150,150,Abd-S66,14.808150912414888,0.3563512782498239
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,PHC03,150,150,HC01,14.628925028191748,0.3117879015207251
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,PIC04,150,150,Abd-S39,16.5621120669731,0.7924625689686848
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Res-PS25,150,150,Abd-S123,12.262011751996296,-0.27673003755598546
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Res-S139,150,150,Abd-PS19,15.921818879332541,0.6332577383629849
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Res-S26,150,150,Abd-S47,13.417388603249332,0.01054707149354235
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Res-S77,150,150,Abd-S123,13.605007682846361,0.05719736289475337
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Skin-S140,150,150,Abd-S47,11.744821702491349,-0.40532605546116324
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,pc,l2,Uri-S147,150,150,HC07,13.30826232160706,-0.016586484694221953
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Abd-PS19,3992,3992,Res-PS25,136.57781697657308,0.0963646434084063
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Abd-PS23,2154,2155,Res-S77,126.67523821196797,-0.027977244007252888
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Abd-S123,3149,3150,Abd-PS23,110.46969077707209,-0.23146245756205786
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Abd-S39,2145,2146,IC23,134.16447073538757,0.06606142303018807
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Abd-S47,3985,3986,Uri-S147,126.20909553613399,-0.03383037191423339
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Abd-S66,3973,3973,IC23,141.57376347480357,0.1590963249011114
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,HC01,5086,5087,Abd-S39,128.0578755535627,-0.010616136284509721
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,HC07,4906,4906,Skin-S140,136.6182263870981,0.09687204481297737
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,IC23,6887,6887,HC01,135.91249466718037,0.08801051327158498
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,PHC03,4819,4819,PIC04,134.86553496275127,0.07486434712725074
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,PIC04,5767,5768,Abd-S47,174.96783821785107,0.5784095543895418
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Res-PS25,3101,3102,PIC04,112.36904862871259,-0.20761314055436328
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Res-S139,1328,1329,PHC03,154.96530753255053,0.32724746039138414
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Res-S26,3018,3018,PIC04,127.09026045557347,-0.022766010618850953
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Res-S77,3902,3902,Abd-PS19,128.65704734557016,-0.003092626169071395
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Skin-S140,3834,3834,PIC04,111.4764958701619,-0.2188204934322752
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,sq,Uri-S147,3764,3765,Abd-PS19,121.13865494386222,-0.09749743968101884
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Abd-PS19,3992,3992,Res-PS25,11.446858510471017,0.10933672183100612
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Abd-PS23,2154,2155,Res-S77,11.046741132004458,-0.025246715897248116
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Abd-S123,3149,3150,Abd-PS23,10.16904684505353,-0.3204678704119782
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Abd-S39,2145,2146,IC23,11.317710331964458,0.06589645461150144
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Abd-S47,3985,3986,Uri-S147,11.053195331919344,-0.023075781918674668
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Abd-S66,3973,3973,IC23,11.674642860955057,0.1859542410858009
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,HC01,5086,5087,Abd-S39,11.075908137673864,-0.015436105055319503
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,HC07,4906,4906,Skin-S140,11.4966469165246,0.12608354465430288
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,IC23,6887,6887,HC01,11.454635472849176,0.11195258004728062
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,PHC03,4819,4819,PIC04,11.43945746423455,0.10684730672710126
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,PIC04,5767,5768,Abd-S47,12.927937985992724,0.6075124524838311
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Res-PS25,3101,3102,PIC04,10.324389448473926,-0.26821684928888234
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Res-S139,1328,1329,PHC03,12.096439412926564,0.32782968324681694
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Res-S26,3018,3018,PIC04,11.11415442751717,-0.002571587180114269
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Res-S77,3902,3902,Abd-PS19,11.175681058561796,0.018123503719357587
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Skin-S140,3834,3834,PIC04,10.171598743135203,-0.3196095142518934
+ye2026_sepsis,scored,fold0_scratch_20261005,real_R2,all,l2,Uri-S147,3764,3765,Abd-PS19,10.784997779630116,-0.1132866813195471
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Abd-PS19,150,150,Skin-S140,761.2750255521015,-12.398408435485702
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Abd-PS23,150,150,Res-S77,707.1240510633226,-10.932016192062218
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Abd-S123,150,150,Res-S139,651.6996864813755,-9.431140924591565
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Abd-S39,150,150,Res-PS25,572.2874829366717,-7.280682130258122
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Abd-S47,150,150,Abd-S66,481.19465413792983,-4.813915486757398
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Abd-S66,150,150,Abd-S39,792.3099298213954,-13.238824389686366
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,HC01,150,150,Uri-S147,600.1265382827565,-8.034555448497208
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,HC07,150,150,Skin-S140,704.7388767790651,-10.86742638361153
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,IC23,150,150,Abd-S66,622.0212216514578,-8.62745694597127
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,PHC03,150,150,HC01,515.8174002054203,-5.75148912709714
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,PIC04,150,150,Abd-S39,648.8810376784846,-9.354812755421673
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Res-PS25,150,150,Abd-S123,555.6334600521618,-6.829696156133075
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Res-S139,150,150,Abd-PS19,799.4615700284197,-13.432488674149228
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Res-S26,150,150,Abd-S47,741.8080440930289,-11.871248381877283
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Res-S77,150,150,Abd-S123,663.8975910999218,-9.761456544716967
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Skin-S140,150,150,Abd-S47,652.7815271617503,-9.46043684765294
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,sq,Uri-S147,150,150,HC07,781.819413222197,-12.954744328047633
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Abd-PS19,150,150,Skin-S140,27.138859224677944,-13.56683928957047
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Abd-PS23,150,150,Res-S77,25.97641843300077,-12.098378669799883
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Abd-S123,150,150,Res-S139,24.996289518786483,-10.860224672514924
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Abd-S39,150,150,Res-PS25,23.378990687216692,-8.817161781428101
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Abd-S47,150,150,Abd-S66,21.516944252943787,-6.464919946410522
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Abd-S66,150,150,Abd-S39,27.746834056114178,-14.334867308001977
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,HC01,150,150,Uri-S147,23.80349713206568,-9.353422209970143
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,HC07,150,150,Skin-S140,25.95911482713437,-12.076519781177971
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,IC23,150,150,Abd-S66,24.125932889335328,-9.760741202340707
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,PHC03,150,150,HC01,21.956129575551905,-7.019723559333259
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,PIC04,150,150,Abd-S39,24.932297077885735,-10.779385820249455
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Res-PS25,150,150,Abd-S123,22.86130781747313,-8.163195649827166
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Res-S139,150,150,Abd-PS19,27.901747702359142,-14.530562943086828
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Res-S26,150,150,Abd-S47,26.466298938724353,-12.717223290703519
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Res-S77,150,150,Abd-S123,25.13906168033205,-11.04058250091382
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Skin-S140,150,150,Abd-S47,25.106620691512173,-10.999601218349163
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,pc,l2,Uri-S147,150,150,HC07,27.134264038150334,-13.561034391372981
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Abd-PS19,7984,1500,Abd-S39,493.4526612289308,6.7270682765088745
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Abd-PS23,4309,1500,Abd-S123,441.14532643019027,5.71443413805325
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Abd-S123,6299,1500,Res-PS25,382.00053110005206,4.569431451647771
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Abd-S39,4291,1500,PHC03,404.1579686019925,4.998384249978877
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Abd-S47,7971,1500,HC07,370.45297260555486,4.345878636496069
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Abd-S66,7946,1500,PHC03,473.63600676744056,6.3434314329401
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,HC01,10173,1500,Res-S77,410.1715570474909,5.11480319921352
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,HC07,9812,1500,Abd-S47,442.75004147719363,5.745500321129513
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,IC23,13774,1500,Abd-S47,402.15633890426017,4.959634071399349
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,PHC03,9638,1500,HC01,363.22398339843517,4.2059303618263195
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,PIC04,11535,1500,HC07,486.2022743808439,6.586705758180771
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Res-PS25,6203,1500,Abd-S47,361.64583460857705,4.175378483273883
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Res-S139,2657,1500,Abd-PS19,523.7539486057184,7.313680424785035
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Res-S26,6036,1500,Res-S139,471.08140626018064,6.293976118619062
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Res-S77,7804,1500,Abd-S123,415.2136445665251,5.2124145565977225
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Skin-S140,7668,1500,Abd-S66,413.46168887229345,5.178497895543078
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,sq,Uri-S147,7529,1500,Abd-S39,483.58681981224123,6.536072350955241
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,l2,Abd-PS19,7984,1500,Abd-S39,22.038326153198216,5.1963552413138405
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,l2,Abd-PS23,4309,1500,Abd-S123,20.795884385443888,4.570556561163712
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,l2,Abd-S123,6299,1500,Res-PS25,19.300148997253537,3.8171778064594135
+ye2026_sepsis,scored,fold0_scratch_20261005,zs__raw,all,l2,Abd-S39,4291,1500,PHC03,19.78934816217862,4.063579850954424
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paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_extra/ye2026_sepsis/fold0_scratch_20261005/manifest.json

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paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/sepsis_fold0_summary.csv

@@ -0,0 +1,121 @@
+arm,state,thin,gen,obs_thinned,obs_native_n,gen_pct,obs_pct,gen_over_obs,spearman_donors
+zs__raw,C1Q-high monocyte (reference),0.416,"12 / 9,506","1,590 / 31,471",1822,0.12623606143488322,5.052270344126338,0.024986006851680568,0.3154673891882782
+zs__raw,Cycling T/NK,0.425,"69 / 10,614","185 / 71,619",288,0.6500847936687394,0.2583113419623284,2.5166715047438624,0.24402211821430003
+zs__raw,Cycling activated T (CD38/HLA-DR),0.461,"33 / 8,631","362 / 61,162",679,0.38234271810914144,0.5918707694320002,0.6459902023478262,-0.19656078986618247
+zs__raw,Proliferating T (label),1.0,"243 / 8,631","444 / 61,162",444,2.815432742440042,0.7259409437232268,3.87832201335851,0.286764705882353
+zs__raw,Plasmablast (label),1.0,"209 / 25,500","716 / 131,629",716,0.8196078431372549,0.5439530802482736,1.5067620221272866,0.16150576220789933
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+zs__raw,Cycling monocyte (Ye 2026),0.416,"28 / 9,506","992 / 31,471",1684,0.29455081001472755,3.1521082901719044,0.09344565062473277,0.38746560113990985
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+zs__raw,ISG-high T,0.461,"92 / 8,631","241 / 61,162",864,1.0659251535163945,0.3940355122461659,2.705149968438578,-0.1233069057411404
+zs__raw,DN2 / ABC B,0.681,"162 / 4,425","607 / 21,022",822,3.6610169491525424,2.8874512415564646,1.2679060676290732,-0.06862745098039216
+zs__raw,HSPC,0.503,"20 / 25,500","117 / 131,629",140,0.0784313725490196,0.08888618769420113,0.8823797553209317,0.4279940390215953
+zs__raw,Cytotoxic CD4 T,0.699,"19 / 3,484","342 / 29,300",413,0.5453501722158438,1.1672354948805461,0.4672152060211761,0.2626608939396687
+zs__raw,Granulocyte-like (LDG),0.503,"70 / 25,500","2,589 / 131,629",4732,0.27450980392156865,1.9668917943614248,0.1395652799551648,0.2594277581571397
+zs__raw,Platelet signal in monocytes (negative control),0.416,"350 / 9,506","3,221 / 31,471",6486,3.681885125184094,10.234819357503733,0.35974109523337044,0.24754901960784317
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+lora_n5__raw,Cycling T/NK,1.0,"62 / 13,360","288 / 71,619",288,0.46407185628742514,0.4021279269467599,1.1540403567864272,0.17892156862745098
+lora_n5__raw,Cycling activated T (CD38/HLA-DR),1.0,"61 / 12,396","679 / 61,162",679,0.4920942239432075,1.1101664432163763,0.44326166310477844,-0.2457009873327281
+lora_n5__raw,Proliferating T (label),1.0,"224 / 12,396","444 / 61,162",444,1.8070345272668602,0.7259409437232268,2.489230760285939,0.465686274509804
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+lora_n5__raw,Plasmablast (markers),1.0,"332 / 25,500","3,407 / 131,629",3407,1.3019607843137255,2.5883353972148995,0.5030108484838021,0.10073740480641852
+lora_n5__raw,MS1 monocyte (IL1R2+),1.0,"259 / 7,183","7,470 / 31,471",7470,3.6057357650006963,23.736138031838834,0.15190911681437338,0.8378403668046027
+lora_n5__raw,Cycling monocyte (Ye 2026),1.0,"43 / 7,183","1,684 / 31,471",1684,0.5986356675483782,5.350958024848273,0.11187448392764257,0.2192135788588026
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+lora_n5__raw,ISG-high T,1.0,"80 / 12,396","864 / 61,162",864,0.6453694740238787,1.4126418364343873,0.45685286771120914,0.14682632943206325
+lora_n5__raw,DN2 / ABC B,1.0,"173 / 3,997","822 / 21,022",822,4.328246184638479,3.910189325468557,1.106914735930293,0.37500000000000006
+lora_n5__raw,HSPC,1.0,"26 / 25,500","140 / 131,629",140,0.10196078431372549,0.10635954083066801,0.9586425770308123,0.10263930474438031
+lora_n5__raw,Cytotoxic CD4 T,1.0,"161 / 6,369","413 / 29,300",413,2.5278693672476056,1.4095563139931742,1.793379478458955,0.7426470588235294
+lora_n5__raw,Granulocyte-like (LDG),1.0,"50 / 25,500","4,732 / 131,629",4732,0.19607843137254902,3.594952480076579,0.05454270465582682,0.4885520920545136
+lora_n5__raw,Platelet signal in monocytes (negative control),1.0,"1,237 / 7,183","6,486 / 31,471",6486,17.22121676179869,20.60944996981348,0.8355980769512281,0.21813725490196081
+scratch_n5__raw,C1Q-high monocyte (reference),0.893,"357 / 6,241","1,791 / 31,471",1822,5.720237141483737,5.690953576308347,1.0051456341688145,0.4093137254901961
+scratch_n5__raw,Cycling T/NK,1.0,"32 / 15,657","288 / 71,619",288,0.2043814268378361,0.4021279269467599,0.5082497711353814,-0.10727700799479216
+scratch_n5__raw,Cycling activated T (CD38/HLA-DR),1.0,"61 / 13,611","679 / 61,162",679,0.44816692381162293,1.1101664432163763,0.40369345204957996,-0.5490196078431373
+scratch_n5__raw,Proliferating T (label),1.0,"135 / 13,611","444 / 61,162",444,0.9918448313863787,0.7259409437232268,1.3662885940822904,0.43137254901960786
+scratch_n5__raw,Plasmablast (label),1.0,"156 / 25,500","716 / 131,629",716,0.611764705882353,0.5439530802482736,1.1246644758462043,0.38619026144735963
+scratch_n5__raw,Plasmablast (markers),1.0,"231 / 25,500","3,407 / 131,629",3407,0.9058823529411765,2.5883353972148995,0.3499864638546936,0.4220503901938074
+scratch_n5__raw,MS1 monocyte (IL1R2+),0.893,"138 / 6,241","7,278 / 31,471",7470,2.2111841051113603,23.126052556321692,0.09561442013184888,0.7818627450980392
+scratch_n5__raw,Cycling monocyte (Ye 2026),0.893,"19 / 6,241","1,561 / 31,471",1684,0.3044383912834482,4.960122017095103,0.06137719802742728,0.17777724028126524
+scratch_n5__raw,ISG-high monocyte (positive control),0.893,"246 / 6,241","3,820 / 31,471",4195,3.9416760134593813,12.138158939976487,0.32473425607219947,-0.21813725490196081
+scratch_n5__raw,ISG-high T,1.0,"28 / 13,611","864 / 61,162",864,0.20571596502828596,1.4126418364343873,0.14562499829930586,0.007371029619981842
+scratch_n5__raw,DN2 / ABC B,1.0,"186 / 2,910","822 / 21,022",822,6.391752577319588,3.910189325468557,1.6346401785938245,0.32598039215686275
+scratch_n5__raw,HSPC,1.0,"13 / 25,500","140 / 131,629",140,0.050980392156862744,0.10635954083066801,0.4793212885154062,0.1347420139090739
+scratch_n5__raw,Cytotoxic CD4 T,1.0,"159 / 7,441","413 / 29,300",413,2.13680956860637,1.4095563139931742,1.5159448029096037,-0.39460784313725494
+scratch_n5__raw,Granulocyte-like (LDG),1.0,"118 / 25,500","4,732 / 131,629",4732,0.4627450980392157,3.594952480076579,0.1287207829877513,0.4034639472628964
+scratch_n5__raw,Platelet signal in monocytes (negative control),0.893,"708 / 6,241","5,967 / 31,471",6486,11.344335843614806,18.960312668806203,0.5983200826787356,-0.37500000000000006
+real_lora__raw,C1Q-high monocyte (reference),0.767,"227 / 3,891","1,743 / 31,471",1822,5.833975841685942,5.538432207429062,1.0533623276746888,0.49076148484973875
+real_lora__raw,Cycling T/NK,0.936,"57 / 15,651","280 / 71,619",288,0.3641939812152578,0.3909577067537944,0.9315431693091267,0.1814837864106352
+real_lora__raw,Cycling activated T (CD38/HLA-DR),0.934,"61 / 14,147","645 / 61,162",679,0.4311868240616385,1.0545763709492821,0.40887207028306877,-0.27450980392156865
+real_lora__raw,Proliferating T (label),1.0,"153 / 14,147","444 / 61,162",444,1.0815013783841096,0.7259409437232268,1.4897925068632638,0.4852941176470589
+real_lora__raw,Plasmablast (label),1.0,"482 / 25,500","716 / 131,629",716,1.8901960784313725,0.5439530802482736,3.474924854858144,0.01353858715149784
+real_lora__raw,Plasmablast (markers),0.898,"609 / 25,500","3,023 / 131,629",3407,2.388235294117647,2.296606370936496,1.0398975306960363,0.12285049366636405
+real_lora__raw,MS1 monocyte (IL1R2+),0.767,"178 / 3,891","6,990 / 31,471",7470,4.574659470573118,22.210924343045978,0.20596438941116824,0.8113594397767039
+real_lora__raw,Cycling monocyte (Ye 2026),0.767,"16 / 3,891","1,445 / 31,471",1684,0.4112053456694937,4.591528708970163,0.08955739400390751,-0.3571153040756087
+real_lora__raw,ISG-high monocyte (positive control),0.767,"181 / 3,891","3,358 / 31,471",4195,4.6517604728861475,10.670140764513361,0.43596055343120893,0.6904197744049659
+real_lora__raw,ISG-high T,0.934,"68 / 14,147","788 / 61,162",864,0.4806672792818265,1.2883816748961774,0.37307832659181567,0.7140099425686712
+real_lora__raw,DN2 / ABC B,0.988,"66 / 4,903","807 / 21,022",822,1.3461146236997756,3.8388355056607364,0.3506570213062786,0.37500000000000006
+real_lora__raw,HSPC,0.898,"15 / 25,500","135 / 131,629",140,0.058823529411764705,0.1025609858010013,0.5735468409586056,0.2378232735776752
+real_lora__raw,Cytotoxic CD4 T,1.0,"81 / 6,419","413 / 29,300",413,1.2618787973204548,1.4095563139931742,0.8952312048786761,0.761673060731457
+real_lora__raw,Granulocyte-like (LDG),0.898,"32 / 25,500","4,318 / 131,629",4732,0.12549019607843137,3.280432123620175,0.03825416632609505,0.2507090915014465
+real_lora__raw,Platelet signal in monocytes (negative control),0.767,"363 / 3,891","5,365 / 31,471",6486,9.329221279876638,17.047440500778496,0.5472505552637421,0.004901960784313726
+real_full__raw,C1Q-high monocyte (reference),0.73,"208 / 4,120","1,733 / 31,471",1822,5.048543689320389,5.506656922245877,0.9168073770721404,0.5689761952333429
+real_full__raw,Cycling T/NK,0.883,"76 / 14,815","275 / 71,619",288,0.5129935875801552,0.3839763191331909,1.336003190869205,0.465686274509804
+real_full__raw,Cycling activated T (CD38/HLA-DR),0.882,"78 / 13,435","614 / 61,162",679,0.5805731298846297,1.0038913050586966,0.5783226998371942,0.014705882352941176
+real_full__raw,Proliferating T (label),1.0,"180 / 13,435","444 / 61,162",444,1.339784145887607,0.7259409437232268,1.8455828362787798,0.7352941176470589
+real_full__raw,Plasmablast (label),1.0,"455 / 25,500","716 / 131,629",716,1.7843137254901962,0.5439530802482736,3.280271387884763,0.373006415752611
+real_full__raw,Plasmablast (markers),0.859,"643 / 25,500","2,875 / 131,629",3407,2.5215686274509803,2.184169142058361,1.1544749803921568,0.07734819746423262
+real_full__raw,MS1 monocyte (IL1R2+),0.73,"325 / 4,120","6,875 / 31,471",7470,7.888349514563107,21.845508563439356,0.36109708737864077,0.9098714156533197
+real_full__raw,Cycling monocyte (Ye 2026),0.73,"21 / 4,120","1,408 / 31,471",1684,0.5097087378640777,4.4739601537923805,0.11392786711165048,0.1541336321764255
+real_full__raw,ISG-high monocyte (positive control),0.73,"241 / 4,120","3,194 / 31,471",4195,5.849514563106796,10.149026087509135,0.576362156592154,0.36764705882352944
+real_full__raw,ISG-high T,0.882,"70 / 13,435","709 / 61,162",864,0.5210271678451805,1.159216506981459,0.449464931449181,0.44883713689775107
+real_full__raw,DN2 / ABC B,0.993,"76 / 5,233","820 / 21,022",822,1.4523218039365564,3.900675482827514,0.3723257190531011,0.4852941176470589
+real_full__raw,HSPC,0.859,"20 / 25,500","132 / 131,629",140,0.0784313725490196,0.10028185278320127,0.7821093285799168,0.06297222637685256
+real_full__raw,Cytotoxic CD4 T,0.997,"111 / 5,956","413 / 29,300",413,1.8636668905305573,1.4095563139931742,1.3221656148316059,0.8157272779446572
+real_full__raw,Granulocyte-like (LDG),0.859,"33 / 25,500","4,122 / 131,629",4732,0.12941176470588237,3.1315287664572398,0.041325427405314384,0.4580214569909284
+real_full__raw,Platelet signal in monocytes (negative control),0.73,"466 / 4,120","5,090 / 31,471",6486,11.310679611650485,16.17362015824092,0.6993288763423428,0.17167385201006033
+scratch_full__raw,C1Q-high monocyte (reference),0.84,"106 / 4,036","1,770 / 31,471",1822,2.6263627353815657,5.62422547742366,0.46697322963386023,0.508601043778747
+scratch_full__raw,Cycling T/NK,0.925,"25 / 15,598","276 / 71,619",288,0.16027695858443392,0.3853725966573116,0.4159012861180642,-0.1712290602468288
+scratch_full__raw,Cycling activated T (CD38/HLA-DR),0.953,"45 / 13,443","650 / 61,162",679,0.3347467083240348,1.062751381576796,0.3149812026848403,-0.5686274509803922
+scratch_full__raw,Proliferating T (label),1.0,"110 / 13,443","444 / 61,162",444,0.8182697314587518,0.7259409437232268,1.127184984582887,0.48774509803921573
+scratch_full__raw,Plasmablast (label),1.0,"172 / 25,500","716 / 131,629",716,0.6745098039215687,0.5439530802482736,1.2400146784970971,0.43200400819779466
+scratch_full__raw,Plasmablast (markers),0.89,"373 / 25,500","2,999 / 131,629",3407,1.4627450980392156,2.2783733067940957,0.6420129193391261,0.1998774134117131
+scratch_full__raw,MS1 monocyte (IL1R2+),0.84,"372 / 4,036","7,169 / 31,471",7470,9.217046580773042,22.779701947824982,0.40461664519948165,0.9135501410535354
+scratch_full__raw,Cycling monocyte (Ye 2026),0.84,"17 / 4,036","1,528 / 31,471",1684,0.42120911793855303,4.855263575990595,0.08675308999112698,0.1902027163011394
+scratch_full__raw,ISG-high monocyte (positive control),0.84,"142 / 4,036","3,614 / 31,471",4195,3.5183349851337957,11.483588065202886,0.30637941426991055,0.6453992588351098
+scratch_full__raw,ISG-high T,0.953,"30 / 13,443","805 / 61,162",864,0.2231644722160232,1.3161767110297244,0.16955509875374422,0.411942376825704
+scratch_full__raw,DN2 / ABC B,0.902,"115 / 5,053","755 / 21,022",822,2.2758757173956066,3.5914755969936256,0.6336882030608005,0.49019607843137264
+scratch_full__raw,HSPC,0.89,"35 / 25,500","135 / 131,629",140,0.13725490196078433,0.1025609858010013,1.3382759622367466,-0.06803619704615703
+scratch_full__raw,Cytotoxic CD4 T,1.0,"76 / 6,738","413 / 29,300",413,1.1279311368358564,1.4095563139931742,0.8002029614840337,0.5784313725490197
+scratch_full__raw,Granulocyte-like (LDG),0.89,"36 / 25,500","4,312 / 131,629",4732,0.1411764705882353,3.2758738575845747,0.04309582014624032,0.1584435682707749
+scratch_full__raw,Platelet signal in monocytes (negative control),0.84,"286 / 4,036","5,684 / 31,471",6486,7.086223984142715,18.061072098122082,0.3923479152092811,0.5490196078431373
+lora_recipe__raw,C1Q-high monocyte (reference),0.729,"136 / 3,965","1,725 / 31,471",1822,3.430012610340479,5.481236694099329,0.6257734890436245,0.5479132017519837
+lora_recipe__raw,Cycling T/NK,0.923,"57 / 15,201","272 / 71,619",288,0.3749753305703572,0.37978748656082884,0.9873293455925887,0.38970588235294124
+lora_recipe__raw,Cycling activated T (CD38/HLA-DR),0.923,"65 / 13,851","628 / 61,162",679,0.46928019637571294,1.0267813348157353,0.45704005367406614,0.06617647058823531
+lora_recipe__raw,Proliferating T (label),1.0,"177 / 13,851","444 / 61,162",444,1.2778860732077106,0.7259409437232268,1.7603168470614865,0.6397058823529412
+lora_recipe__raw,Plasmablast (label),1.0,"319 / 25,500","716 / 131,629",716,1.2509803921568627,0.5439530802482736,2.299794665352174,0.13153104519724837
+lora_recipe__raw,Plasmablast (markers),0.893,"411 / 25,500","2,985 / 131,629",3407,1.611764705882353,2.2677373527110287,0.7107369395999606,0.321472634628895
+lora_recipe__raw,MS1 monocyte (IL1R2+),0.729,"261 / 3,965","6,882 / 31,471",7470,6.582597730138714,21.867751263067586,0.30101850212902564,0.874695514904512
+lora_recipe__raw,Cycling monocyte (Ye 2026),0.729,"17 / 3,965","1,402 / 31,471",1684,0.4287515762925599,4.45489498268247,0.09624280212199109,0.2618036456085128
+lora_recipe__raw,ISG-high monocyte (positive control),0.729,"243 / 3,965","3,230 / 31,471",4195,6.128625472887768,10.2634171141686,0.5971330410441205,0.5233431030187108
+lora_recipe__raw,ISG-high T,0.923,"91 / 13,851","754 / 61,162",864,0.6569922749259981,1.2327916026290835,0.5329305241249853,0.5260577322308277
+lora_recipe__raw,DN2 / ABC B,1.0,"57 / 5,157","822 / 21,022",822,1.1052937754508436,3.910189325468557,0.2826701429139615,0.3995098039215687
+lora_recipe__raw,HSPC,0.893,"19 / 25,500","138 / 131,629",140,0.07450980392156863,0.10484011881880133,0.7106993464052287,-0.16102327005563216
+lora_recipe__raw,Cytotoxic CD4 T,1.0,"109 / 6,268","413 / 29,300",413,1.7389917038927887,1.4095563139931742,1.2337156640207918,0.8452113964245845
+lora_recipe__raw,Granulocyte-like (LDG),0.893,"21 / 25,500","4,287 / 131,629",4732,0.08235294117647059,3.2568810824362413,0.025285829937293322,0.3360300182731919
+lora_recipe__raw,Platelet signal in monocytes (negative control),0.729,"351 / 3,965","5,114 / 31,471",6486,8.852459016393443,16.249880842680565,0.5447707033729331,0.06372549019607844
+scratch_recipe__raw,C1Q-high monocyte (reference),0.826,"108 / 3,598","1,774 / 31,471",1822,3.001667593107282,5.6369355914969335,0.5324998918978538,0.48967764672562875
+scratch_recipe__raw,Cycling T/NK,0.904,"29 / 15,999","271 / 71,619",288,0.18126132883305207,0.37839120903670814,0.47903155386326035,0.2219524303340527
+scratch_recipe__raw,Cycling activated T (CD38/HLA-DR),0.927,"39 / 13,815","619 / 61,162",679,0.28230184581976114,1.0120663156862104,0.2789361146046564,-0.1898926348413562
+scratch_recipe__raw,Proliferating T (label),1.0,"98 / 13,815","444 / 61,162",444,0.7093738689829895,0.7259409437232268,0.9771784814130091,0.6200980392156864
+scratch_recipe__raw,Plasmablast (label),1.0,"163 / 25,500","716 / 131,629",716,0.6392156862745098,0.5439530802482736,1.1751301895059698,0.16717964623201664
+scratch_recipe__raw,Plasmablast (markers),0.862,"415 / 25,500","2,918 / 131,629",3407,1.6274509803921569,2.216836715313495,0.7341320942359123,0.19299415042960744
+scratch_recipe__raw,MS1 monocyte (IL1R2+),0.826,"377 / 3,598","7,136 / 31,471",7470,10.47804335742079,22.674843506720475,0.4620999194245931,0.8967590638830791
+scratch_recipe__raw,Cycling monocyte (Ye 2026),0.826,"15 / 3,598","1,509 / 31,471",1684,0.4168982768204558,4.794890534142544,0.08694635964093152,-0.032839478871459264
+scratch_recipe__raw,ISG-high monocyte (positive control),0.826,"108 / 3,598","3,587 / 31,471",4195,3.001667593107282,11.397794795208288,0.2633551179890696,0.3126857262223895
+scratch_recipe__raw,ISG-high T,0.927,"32 / 13,815","772 / 61,162",864,0.23163228374954759,1.262221640888133,0.18351157692603406,0.44143872255328265
+scratch_recipe__raw,DN2 / ABC B,0.88,"81 / 5,051","734 / 21,022",822,1.6036428430013858,3.491580249262677,0.4592885537544296,0.594596389345202
+scratch_recipe__raw,HSPC,0.862,"25 / 25,500","135 / 131,629",140,0.09803921568627451,0.1025609858010013,0.9559114015976761,0.3822020818527145
+scratch_recipe__raw,Cytotoxic CD4 T,0.987,"113 / 6,800","410 / 29,300",413,1.661764705882353,1.3993174061433447,1.1875538020086085,0.3921568627450981
+scratch_recipe__raw,Granulocyte-like (LDG),0.862,"47 / 25,500","4,142 / 131,629",4732,0.1843137254901961,3.1467229865759063,0.05857322880866495,0.4642057272069001
+scratch_recipe__raw,Platelet signal in monocytes (negative control),0.826,"285 / 3,598","5,594 / 31,471",6486,7.921067259588661,17.77509453147342,0.44562729303989046,0.12941176470588234