diff --git a/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/confound_smalln.csv b/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/confound_smalln.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56407377162ae3d1b3a1910df402a07197ea831b
--- /dev/null
+++ b/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/confound_smalln.csv
@@ -0,0 +1,901 @@
+setting,arm,arm_class,state,contrast,n_a,n_b,small_n_flag_le2,gen_state_a,gen_state_b,gen_parent_a,gen_parent_b,obs_state_a,obs_state_b,low_gen_count_flag_lt10,obs_diff,gen_diff,same_direction,loo_n,loo_flips,loo_stable,boot_p_same_direction
+fold0,zs__raw,pretrained zero-shot,C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,8,0,6190,946,881,58,True,4.27606,0.109724,True,11,0,True,0.971
+fold0,zs__raw,pretrained zero-shot,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,1,0,1002,103,503,12,True,8.39919,0.0863558,True,3,1,False,0.6955
+fold0,zs__raw,pretrained zero-shot,C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,9,3,7192,2314,1384,206,False,5.37095,0.0117243,True,17,6,False,0.568
+fold0,zs__raw,pretrained zero-shot,Cycling T/NK,adult sepsis vs adult HC,9,2,True,36,8,5027,1689,81,33,False,0.143895,0.384332,True,11,0,True,0.809
+fold0,zs__raw,pretrained zero-shot,Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,19,1,1996,805,34,14,False,0.174908,0.817907,True,3,0,True,0.9655
+fold0,zs__raw,pretrained zero-shot,Cycling T/NK,all sepsis vs all controls,12,5,False,55,14,7023,3591,115,70,False,0.15787,0.465352,True,17,0,True,0.9395
+fold0,zs__raw,pretrained zero-shot,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,18,3,3877,1428,177,65,False,0.205839,0.355503,True,11,1,False,0.708
+fold0,zs__raw,pretrained zero-shot,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,10,0,1683,751,55,23,False,0.314492,0.606719,True,3,0,True,1
+fold0,zs__raw,pretrained zero-shot,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,28,5,5560,3071,232,130,False,0.323409,0.403221,True,17,0,True,0.9285
+fold0,zs__raw,pretrained zero-shot,Proliferating T (label),adult sepsis vs adult HC,9,2,True,129,14,3877,1428,164,141,False,-0.508812,2.92512,False,11,0,True,0.156
+fold0,zs__raw,pretrained zero-shot,Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,83,3,1683,751,48,22,False,0.291573,4.36221,True,3,0,True,1
+fold0,zs__raw,pretrained zero-shot,Proliferating T (label),all sepsis vs all controls,12,5,False,212,31,5560,3071,212,232,False,-0.0207031,3.03662,False,17,9,False,0.4845
+fold0,zs__raw,pretrained zero-shot,Plasmablast (label),adult sepsis vs adult HC,9,2,True,92,1,13500,3000,398,25,False,0.574049,0.648148,True,11,0,True,1
+fold0,zs__raw,pretrained zero-shot,Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,109,0,4500,1500,187,35,False,0.758249,2.42222,True,3,0,True,0.961
+fold0,zs__raw,pretrained zero-shot,Plasmablast (label),all sepsis vs all controls,12,5,False,201,8,18000,7500,585,131,False,0.563491,1.01,True,17,0,True,0.999
+fold0,zs__raw,pretrained zero-shot,Plasmablast (markers),adult sepsis vs adult HC,9,2,True,110,4,13500,3000,736,132,False,0.61523,0.681481,True,11,0,True,0.9995
+fold0,zs__raw,pretrained zero-shot,Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,115,5,4500,1500,410,135,False,0.891776,2.22222,True,3,0,True,1
+fold0,zs__raw,pretrained zero-shot,Plasmablast (markers),all sepsis vs all controls,12,5,False,225,20,18000,7500,1146,472,False,0.653321,0.983333,True,17,0,True,0.9955
+fold0,zs__raw,pretrained zero-shot,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,125,1,6190,946,4271,11,False,23.8203,1.34832,True,11,0,True,0.996
+fold0,zs__raw,pretrained zero-shot,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,13,0,1002,103,1249,0,False,31.1726,1.67001,True,3,0,True,0.9615
+fold0,zs__raw,pretrained zero-shot,MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,138,3,7192,2314,5520,48,False,25.6054,1.39607,True,17,0,True,1
+fold0,zs__raw,pretrained zero-shot,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,18,3,6190,946,487,26,False,2.8101,-0.0328462,False,11,1,False,0.414
+fold0,zs__raw,pretrained zero-shot,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,7,0,1002,103,348,2,True,7.86745,0.604491,True,3,1,False,0.708
+fold0,zs__raw,pretrained zero-shot,Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,25,3,7192,2314,835,157,False,3.79958,0.224619,True,17,0,True,0.902
+fold0,zs__raw,pretrained zero-shot,ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,1142,85,6190,946,654,362,False,1.81174,9.4431,True,11,2,False,0.6135
+fold0,zs__raw,pretrained zero-shot,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,140,4,1002,103,476,9,False,8.14292,9.7561,True,3,0,True,1
+fold0,zs__raw,pretrained zero-shot,ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,1282,231,7192,2314,1130,777,False,4.93282,8.03722,True,17,1,False,0.7375
+fold0,zs__raw,pretrained zero-shot,ISG-high T,adult sepsis vs adult HC,9,2,True,58,3,3877,1428,84,68,False,-0.0461842,1.25588,False,11,9,False,0.3475
+fold0,zs__raw,pretrained zero-shot,ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,10,4,1683,751,39,14,False,0.403828,0.0534314,True,3,1,False,0.6005
+fold0,zs__raw,pretrained zero-shot,ISG-high T,all sepsis vs all controls,12,5,False,68,24,5560,3071,123,118,False,0.240903,0.247676,True,17,0,True,0.68
+fold0,zs__raw,pretrained zero-shot,DN2 / ABC B,adult sepsis vs adult HC,9,2,True,79,15,1752,308,155,66,False,-2.17547,0.406439,False,11,2,False,0.344
+fold0,zs__raw,pretrained zero-shot,DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,29,10,1243,572,254,45,False,4.43407,0.630869,True,3,1,False,0.811
+fold0,zs__raw,pretrained zero-shot,DN2 / ABC B,all sepsis vs all controls,12,5,False,108,54,2995,1430,409,198,False,-0.011691,0.111899,False,17,12,False,0.4555
+fold0,zs__raw,pretrained zero-shot,HSPC,adult sepsis vs adult HC,9,2,True,15,1,13500,3000,46,25,False,-0.0308893,0.0777778,False,11,1,False,0.3355
+fold0,zs__raw,pretrained zero-shot,HSPC,paediatric sepsis vs paediatric HC,3,1,True,1,0,4500,1500,20,1,True,0.0874031,0.0222222,True,3,1,False,0.7055
+fold0,zs__raw,pretrained zero-shot,HSPC,all sepsis vs all controls,12,5,False,16,4,18000,7500,66,51,False,0.0032511,0.0355556,True,17,5,False,0.608
+fold0,zs__raw,pretrained zero-shot,Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,7,7,1466,427,153,149,False,-2.34275,-0.771789,True,11,0,True,0.9475
+fold0,zs__raw,pretrained zero-shot,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,1,0,636,447,9,1,True,0.223623,0.102249,True,3,1,False,0.649
+fold0,zs__raw,pretrained zero-shot,Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,8,11,2102,1382,162,180,False,-0.52086,-0.325421,True,17,1,False,0.7085
+fold0,zs__raw,pretrained zero-shot,Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,43,8,13500,3000,1765,202,False,3.25924,0.0518519,True,11,1,False,0.704
+fold0,zs__raw,pretrained zero-shot,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,5,0,4500,1500,315,17,True,1.66338,0.111111,True,3,0,True,0.966
+fold0,zs__raw,pretrained zero-shot,Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,48,22,18000,7500,2080,509,False,2.75779,-0.0266667,False,17,1,False,0.467
+fold0,zs__raw,pretrained zero-shot,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,263,16,6190,946,1431,324,False,2.17841,1.77567,True,11,1,False,0.7855
+fold0,zs__raw,pretrained zero-shot,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,30,1,1002,103,537,23,False,6.48509,1.59761,True,3,0,True,0.9625
+fold0,zs__raw,pretrained zero-shot,Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,293,57,7192,2314,1968,1253,False,2.75298,1.0625,True,17,0,True,0.858
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,316,46,4423,735,1006,72,False,4.71557,-0.722369,False,11,1,False,0.3535
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,45,0,839,143,562,13,False,9.48095,3.95487,True,3,0,True,0.9575
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,361,86,5262,1921,1568,254,False,5.9663,1.10574,True,17,0,True,0.725
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling T/NK,adult sepsis vs adult HC,9,2,True,39,6,6755,1925,122,48,False,0.163399,0.404669,True,11,0,True,0.8125
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,10,0,2352,899,52,24,False,0.235467,0.435282,True,3,0,True,0.974
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling T/NK,all sepsis vs all controls,12,5,False,49,13,9107,4253,174,114,False,0.158312,0.333021,True,17,0,True,0.865
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,37,4,6181,1800,344,133,False,0.0469405,0.502049,True,11,4,False,0.5245
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,12,0,2192,864,82,49,False,0.244591,0.570792,True,3,1,False,0.8315
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,49,12,8373,4023,426,253,False,0.339536,0.356055,True,17,0,True,0.817
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Proliferating T (label),adult sepsis vs adult HC,9,2,True,116,28,6181,1800,164,141,False,-0.508812,0.630947,False,11,0,True,0.263
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,45,10,2192,864,48,22,False,0.291573,0.885733,True,3,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Proliferating T (label),all sepsis vs all controls,12,5,False,161,63,8373,4023,212,232,False,-0.0207031,0.555194,False,17,9,False,0.5095
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Plasmablast (label),adult sepsis vs adult HC,9,2,True,149,6,13500,3000,398,25,False,0.574049,0.903704,True,11,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,85,4,4500,1500,187,35,False,0.758249,1.62222,True,3,0,True,0.9655
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Plasmablast (label),all sepsis vs all controls,12,5,False,234,26,18000,7500,585,131,False,0.563491,0.953333,True,17,0,True,0.999
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Plasmablast (markers),adult sepsis vs adult HC,9,2,True,190,8,13500,3000,1440,340,False,0.691364,1.14074,True,11,0,True,0.9195
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,105,8,4500,1500,888,326,False,1.50501,1.8,True,3,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Plasmablast (markers),all sepsis vs all controls,12,5,False,295,37,18000,7500,2328,1079,False,0.994849,1.14556,True,17,0,True,0.95
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,203,1,4423,735,5725,28,False,33.5318,3.52207,True,11,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,46,0,839,143,1610,0,False,40.5022,5.14439,True,3,0,True,0.972
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,249,10,5262,1921,7335,135,False,35.085,3.60823,True,17,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,24,2,4423,735,867,46,False,5.22276,0.164272,True,11,1,False,0.74
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,13,0,839,143,508,3,False,11.3312,1.5096,True,3,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,37,6,5262,1921,1375,309,False,6.13483,0.417318,True,17,0,True,0.939
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,255,10,4423,735,898,926,False,-8.56261,5.71233,False,11,1,False,0.3015
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,17,0,839,143,1228,38,False,17.8832,1.50958,True,3,0,True,0.969
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,272,39,5262,1921,2126,2069,False,1.88191,3.91771,True,17,2,False,0.594
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),ISG-high T,adult sepsis vs adult HC,9,2,True,68,1,6181,1800,349,220,False,0.452608,0.890801,True,11,2,False,0.542
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,7,0,2192,864,152,45,True,1.70159,0.308246,True,3,0,True,0.963
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),ISG-high T,all sepsis vs all controls,12,5,False,75,5,8373,4023,501,363,False,1.36625,0.663413,True,17,1,False,0.7355
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),DN2 / ABC B,adult sepsis vs adult HC,9,2,True,102,20,1661,296,218,89,False,-3.1637,-0.694043,True,11,1,False,0.6315
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,31,6,1160,446,329,65,False,5.32106,1.9079,True,3,0,True,0.973
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),DN2 / ABC B,all sepsis vs all controls,12,5,False,133,40,2821,1176,547,275,False,-0.410099,1.30347,False,17,1,False,0.4885
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),HSPC,adult sepsis vs adult HC,9,2,True,23,0,13500,3000,52,30,False,-0.0468694,0.17037,False,11,1,False,0.2035
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),HSPC,paediatric sepsis vs paediatric HC,3,1,True,1,0,4500,1500,23,1,True,0.104688,0.0222222,True,3,1,False,0.684
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),HSPC,all sepsis vs all controls,12,5,False,24,2,18000,7500,75,65,False,-0.00988056,0.106667,False,17,1,False,0.404
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,74,49,2983,765,171,186,False,-3.11067,-3.95678,True,11,0,True,0.9995
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,17,6,1264,502,9,1,False,0.223623,0.206306,True,3,1,False,0.6185
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,91,70,4247,2122,180,233,False,-0.874816,-1.27543,True,17,1,False,0.8765
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,31,5,13500,3000,2700,487,False,3.76094,0.062963,True,11,2,False,0.717
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,6,0,4500,1500,739,56,True,3.71271,0.133333,True,3,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,37,13,18000,7500,3439,1293,False,3.43437,0.0322222,True,17,2,False,0.649
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,918,55,4423,735,2346,705,False,-0.243702,9.83593,False,11,5,False,0.4815
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,110,5,839,143,1042,50,False,12.0984,8.16155,True,3,0,True,1
+fold0,lora_n5__raw,pretrained LoRA (5 pairs),Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,1028,209,5262,1921,3388,3098,False,0.264246,6.32888,True,17,7,False,0.538
+fold0,scratch_n5__raw,scratch (5 pairs),C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,234,33,3649,633,988,68,False,4.71363,0.205558,True,11,4,False,0.5535
+fold0,scratch_n5__raw,scratch (5 pairs),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,33,2,899,235,558,12,False,9.58591,2.35206,True,3,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,267,90,4548,1693,1546,245,False,5.96466,-0.00956718,False,17,10,False,0.476
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling T/NK,adult sepsis vs adult HC,9,2,True,9,4,7912,1930,122,48,False,0.163399,-0.10161,False,11,1,False,0.3075
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,15,2,2951,1078,52,24,False,0.235467,0.309707,True,3,0,True,0.9225
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling T/NK,all sepsis vs all controls,12,5,False,24,8,10863,4794,174,114,False,0.158312,0.0447094,True,17,1,False,0.6355
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,26,6,6933,1686,344,133,False,0.0469405,0.0266717,True,11,7,False,0.2595
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,19,4,2512,943,82,49,False,0.244591,0.312415,True,3,1,False,0.7045
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,45,16,9445,4166,426,253,False,0.339536,0.0907598,True,17,0,True,0.657
+fold0,scratch_n5__raw,scratch (5 pairs),Proliferating T (label),adult sepsis vs adult HC,9,2,True,52,19,6933,1686,164,141,False,-0.508812,-0.348596,True,11,0,True,0.8175
+fold0,scratch_n5__raw,scratch (5 pairs),Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,30,7,2512,943,48,22,False,0.291573,0.440716,True,3,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),Proliferating T (label),all sepsis vs all controls,12,5,False,82,53,9445,4166,212,232,False,-0.0207031,-0.430517,True,17,9,False,0.5015
+fold0,scratch_n5__raw,scratch (5 pairs),Plasmablast (label),adult sepsis vs adult HC,9,2,True,79,18,13500,3000,398,25,False,0.574049,-0.0148148,False,11,3,False,0.4045
+fold0,scratch_n5__raw,scratch (5 pairs),Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,40,5,4500,1500,187,35,False,0.758249,0.555556,True,3,0,True,0.962
+fold0,scratch_n5__raw,scratch (5 pairs),Plasmablast (label),all sepsis vs all controls,12,5,False,119,37,18000,7500,585,131,False,0.563491,0.167778,True,17,0,True,0.9635
+fold0,scratch_n5__raw,scratch (5 pairs),Plasmablast (markers),adult sepsis vs adult HC,9,2,True,117,24,13500,3000,1440,340,False,0.691364,0.0666667,True,11,1,False,0.8045
+fold0,scratch_n5__raw,scratch (5 pairs),Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,54,11,4500,1500,888,326,False,1.50501,0.466667,True,3,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),Plasmablast (markers),all sepsis vs all controls,12,5,False,171,60,18000,7500,2328,1079,False,0.994849,0.15,True,17,0,True,0.9305
+fold0,scratch_n5__raw,scratch (5 pairs),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,89,6,3649,633,5573,25,False,32.5039,1.50025,True,11,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,30,0,899,235,1578,0,False,39.6459,3.738,True,3,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,119,19,4548,1693,7151,127,False,34.0948,1.78538,True,17,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,13,1,3649,633,790,42,False,4.68409,0.193216,True,11,0,True,0.922
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,0,0,899,235,482,3,True,10.7545,0,False,3,0,True,0
+fold0,scratch_n5__raw,scratch (5 pairs),Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,13,6,4548,1693,1272,289,False,5.61405,-0.0495419,False,17,2,False,0.3695
+fold0,scratch_n5__raw,scratch (5 pairs),ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,178,11,3649,633,855,835,False,-6.85383,3.00023,False,11,1,False,0.3105
+fold0,scratch_n5__raw,scratch (5 pairs),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,40,2,899,235,1095,35,False,15.8058,4.26483,True,3,0,True,0.9605
+fold0,scratch_n5__raw,scratch (5 pairs),ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,218,28,4548,1693,1950,1870,False,2.26158,3.27287,True,17,2,False,0.5565
+fold0,scratch_n5__raw,scratch (5 pairs),ISG-high T,adult sepsis vs adult HC,9,2,True,8,4,6933,1686,349,220,False,0.452608,-0.123933,False,11,2,False,0.383
+fold0,scratch_n5__raw,scratch (5 pairs),ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,11,1,2512,943,152,45,False,1.70159,0.31457,True,3,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),ISG-high T,all sepsis vs all controls,12,5,False,19,9,9445,4166,501,363,False,1.36625,-0.0331986,False,17,1,False,0.367
+fold0,scratch_n5__raw,scratch (5 pairs),DN2 / ABC B,adult sepsis vs adult HC,9,2,True,131,15,1509,376,218,89,False,-3.1637,4.7396,False,11,0,True,0.0195
+fold0,scratch_n5__raw,scratch (5 pairs),DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,21,2,537,161,329,65,False,5.32106,3.09537,True,3,0,True,1
+fold0,scratch_n5__raw,scratch (5 pairs),DN2 / ABC B,all sepsis vs all controls,12,5,False,152,34,2046,864,547,275,False,-0.410099,3.67846,False,17,1,False,0.4015
+fold0,scratch_n5__raw,scratch (5 pairs),HSPC,adult sepsis vs adult HC,9,2,True,4,2,13500,3000,52,30,True,-0.0468694,-0.037037,True,11,1,False,0.7665
+fold0,scratch_n5__raw,scratch (5 pairs),HSPC,paediatric sepsis vs paediatric HC,3,1,True,3,0,4500,1500,23,1,True,0.104688,0.0666667,True,3,0,True,0.965
+fold0,scratch_n5__raw,scratch (5 pairs),HSPC,all sepsis vs all controls,12,5,False,7,6,18000,7500,75,65,False,-0.00988056,-0.0411111,True,17,2,False,0.6
+fold0,scratch_n5__raw,scratch (5 pairs),Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,86,5,3845,941,171,186,False,-3.11067,1.69669,False,11,0,True,0.001
+fold0,scratch_n5__raw,scratch (5 pairs),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,40,14,1300,492,9,1,False,0.223623,0.237499,True,3,1,False,0.735
+fold0,scratch_n5__raw,scratch (5 pairs),Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,126,33,5145,2296,180,233,False,-0.874816,0.99822,False,17,1,False,0.21
+fold0,scratch_n5__raw,scratch (5 pairs),Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,89,10,13500,3000,2700,487,False,3.76094,0.325926,True,11,0,True,0.8935
+fold0,scratch_n5__raw,scratch (5 pairs),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,7,2,4500,1500,739,56,True,3.71271,0.0222222,True,3,1,False,0.5785
+fold0,scratch_n5__raw,scratch (5 pairs),Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,96,22,18000,7500,3439,1293,False,3.43437,0.24,True,17,0,True,0.904
+fold0,scratch_n5__raw,scratch (5 pairs),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,391,78,3649,633,2221,634,False,0.451862,-1.16023,False,11,5,False,0.4705
+fold0,scratch_n5__raw,scratch (5 pairs),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,113,34,899,235,962,43,False,11.7379,-1.94903,False,3,0,True,0
+fold0,scratch_n5__raw,scratch (5 pairs),Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,504,204,4548,1693,3183,2784,False,0.943876,-0.730833,False,17,3,False,0.349
+fold0,real_lora__raw,pretrained LoRA (58 pairs),C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,182,12,2027,746,972,63,False,4.68957,3.9727,True,11,0,True,0.9505
+fold0,real_lora__raw,pretrained LoRA (58 pairs),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,24,0,474,108,541,12,False,9.19119,6.16799,True,3,0,True,1
+fold0,real_lora__raw,pretrained LoRA (58 pairs),C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,206,21,2501,1390,1513,230,False,5.84734,4.31765,True,17,0,True,0.9965
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling T/NK,adult sepsis vs adult HC,9,2,True,27,8,8515,1965,117,48,False,0.148918,-0.0511152,False,11,1,False,0.545
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,15,4,2351,1084,49,24,False,0.204661,0.339764,True,3,0,True,0.811
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling T/NK,all sepsis vs all controls,12,5,False,42,15,10866,4785,166,114,False,0.13975,0.141077,True,17,0,True,0.7615
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,32,6,7606,1670,325,126,False,0.0601719,0.128505,True,11,4,False,0.5545
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,18,2,2212,1025,82,44,False,0.32136,0.687596,True,3,0,True,0.9275
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,50,11,9818,4329,407,238,False,0.349424,0.340872,True,17,0,True,0.861
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Proliferating T (label),adult sepsis vs adult HC,9,2,True,79,21,7606,1670,164,141,False,-0.508812,-0.138304,True,11,1,False,0.7305
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,32,10,2212,1025,48,22,False,0.291573,0.53677,True,3,0,True,0.965
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Proliferating T (label),all sepsis vs all controls,12,5,False,111,42,9818,4329,212,232,False,-0.0207031,0.270985,False,17,9,False,0.605
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Plasmablast (label),adult sepsis vs adult HC,9,2,True,189,4,13500,3000,398,25,False,0.574049,1.26667,True,11,0,True,1
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,271,5,4500,1500,187,35,False,0.758249,5.68889,True,3,0,True,0.9675
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Plasmablast (label),all sepsis vs all controls,12,5,False,460,22,18000,7500,585,131,False,0.563491,2.26222,True,17,0,True,0.9975
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Plasmablast (markers),adult sepsis vs adult HC,9,2,True,255,10,13500,3000,1280,297,False,0.648003,1.55556,True,11,0,True,0.9515
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,315,8,4500,1500,776,293,False,1.23779,6.46667,True,3,0,True,1
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Plasmablast (markers),all sepsis vs all controls,12,5,False,570,39,18000,7500,2056,967,False,0.862148,2.64667,True,17,0,True,0.9525
+fold0,real_lora__raw,pretrained LoRA (58 pairs),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,149,0,2027,746,5373,22,False,31.0596,7.35737,True,11,0,True,1
+fold0,real_lora__raw,pretrained LoRA (58 pairs),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,16,0,474,108,1518,0,False,38.0997,4.94815,True,3,0,True,1
+fold0,real_lora__raw,pretrained LoRA (58 pairs),MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,165,13,2501,1390,6891,99,False,32.6974,5.69771,True,17,0,True,1
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,6,2,2027,746,723,33,True,4.37623,-0.0865632,False,11,0,True,0.176
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,4,0,474,108,468,3,True,10.4224,0.763448,True,3,0,True,0.9585
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,10,6,2501,1390,1191,254,False,5.32499,-0.113244,False,17,1,False,0.301
+fold0,real_lora__raw,pretrained LoRA (58 pairs),ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,115,31,2027,746,802,728,False,-4.90473,1.92993,False,11,3,False,0.6805
+fold0,real_lora__raw,pretrained LoRA (58 pairs),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,16,1,474,108,946,25,False,14.6283,2.72604,True,3,0,True,1
+fold0,real_lora__raw,pretrained LoRA (58 pairs),ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,131,50,2501,1390,1748,1610,False,2.98648,2.2646,True,17,0,True,0.8415
+fold0,real_lora__raw,pretrained LoRA (58 pairs),ISG-high T,adult sepsis vs adult HC,9,2,True,45,6,7606,1670,319,201,False,0.461823,0.0915867,True,11,0,True,0.8725
+fold0,real_lora__raw,pretrained LoRA (58 pairs),ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,7,4,2212,1025,137,40,False,1.51698,-0.0427257,False,3,1,False,0.369
+fold0,real_lora__raw,pretrained LoRA (58 pairs),ISG-high T,all sepsis vs all controls,12,5,False,52,16,9818,4329,456,332,False,1.27881,0.0710403,True,17,2,False,0.8305
+fold0,real_lora__raw,pretrained LoRA (58 pairs),DN2 / ABC B,adult sepsis vs adult HC,9,2,True,40,10,2325,172,212,88,False,-3.11223,-3.95332,True,11,0,True,0.9795
+fold0,real_lora__raw,pretrained LoRA (58 pairs),DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,11,3,1507,269,325,64,False,5.26854,0.139949,True,3,1,False,0.742
+fold0,real_lora__raw,pretrained LoRA (58 pairs),DN2 / ABC B,all sepsis vs all controls,12,5,False,51,15,3832,1071,537,270,False,-0.341821,-0.834337,True,17,3,False,0.6335
+fold0,real_lora__raw,pretrained LoRA (58 pairs),HSPC,adult sepsis vs adult HC,9,2,True,2,8,13500,3000,50,29,False,-0.047977,-0.251852,True,11,1,False,0.8045
+fold0,real_lora__raw,pretrained LoRA (58 pairs),HSPC,paediatric sepsis vs paediatric HC,3,1,True,1,1,4500,1500,23,1,True,0.104688,-0.0444444,False,3,0,True,0
+fold0,real_lora__raw,pretrained LoRA (58 pairs),HSPC,all sepsis vs all controls,12,5,False,3,12,18000,7500,73,62,False,-0.00924568,-0.143333,True,17,1,False,0.6215
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,41,30,3296,639,171,186,False,-3.11067,-3.54005,True,11,0,True,0.9995
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,2,0,1084,454,9,1,True,0.223623,0.141844,True,3,1,False,0.6965
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,43,38,4380,2039,180,233,False,-0.874816,-1.27927,True,17,1,False,0.844
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,16,10,13500,3000,2534,416,False,3.78048,-0.214815,False,11,0,True,0.081
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,5,0,4500,1500,676,47,True,3.44562,0.111111,True,3,1,False,0.7065
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,21,11,18000,7500,3210,1108,False,3.41847,-0.03,False,17,2,False,0.4
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,213,67,2027,746,2062,570,False,0.959129,-0.0247404,False,11,4,False,0.4215
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,21,3,474,108,887,36,False,11.5025,0.942985,True,3,0,True,0.739
+fold0,real_lora__raw,pretrained LoRA (58 pairs),Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,234,129,2501,1390,2949,2416,False,1.80142,-0.673853,False,17,2,False,0.5115
+fold0,real_full__raw,pretrained full FT (58 pairs),C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,158,16,2149,751,960,64,False,4.62419,4.00611,True,11,0,True,0.9575
+fold0,real_full__raw,pretrained full FT (58 pairs),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,17,0,393,113,540,13,False,9.01996,6.64047,True,3,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,175,33,2542,1578,1500,233,False,5.76638,4.45146,True,17,0,True,0.9925
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling T/NK,adult sepsis vs adult HC,9,2,True,40,7,8045,1989,112,46,False,0.150327,0.155675,True,11,1,False,0.7705
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,17,3,2272,1014,52,23,False,0.249329,0.493414,True,3,0,True,0.964
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling T/NK,all sepsis vs all controls,12,5,False,57,19,10317,4498,164,111,False,0.146092,0.144302,True,17,0,True,0.742
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,45,9,7210,1728,306,124,False,0.0302496,0.116695,True,11,3,False,0.583
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,16,1,2135,964,77,42,False,0.288757,0.697497,True,3,0,True,0.8425
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,61,17,9345,4090,383,231,False,0.32854,0.263073,True,17,0,True,0.7985
+fold0,real_full__raw,pretrained full FT (58 pairs),Proliferating T (label),adult sepsis vs adult HC,9,2,True,93,23,7210,1728,164,141,False,-0.508812,0.00143238,False,11,5,False,0.5305
+fold0,real_full__raw,pretrained full FT (58 pairs),Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,36,9,2135,964,48,22,False,0.291573,0.755401,True,3,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),Proliferating T (label),all sepsis vs all controls,12,5,False,129,51,9345,4090,212,232,False,-0.0207031,0.160453,False,17,9,False,0.5885
+fold0,real_full__raw,pretrained full FT (58 pairs),Plasmablast (label),adult sepsis vs adult HC,9,2,True,222,3,13500,3000,398,25,False,0.574049,1.54444,True,11,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,208,5,4500,1500,187,35,False,0.758249,4.28889,True,3,0,True,0.9605
+fold0,real_full__raw,pretrained full FT (58 pairs),Plasmablast (label),all sepsis vs all controls,12,5,False,430,25,18000,7500,585,131,False,0.563491,2.05556,True,17,0,True,0.9995
+fold0,real_full__raw,pretrained full FT (58 pairs),Plasmablast (markers),adult sepsis vs adult HC,9,2,True,318,13,13500,3000,1242,273,False,0.711513,1.92222,True,11,0,True,0.9785
+fold0,real_full__raw,pretrained full FT (58 pairs),Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,260,15,4500,1500,741,278,False,1.20186,4.77778,True,3,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),Plasmablast (markers),all sepsis vs all controls,12,5,False,578,65,18000,7500,1983,892,False,0.907412,2.34444,True,17,0,True,0.9695
+fold0,real_full__raw,pretrained full FT (58 pairs),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,280,2,2149,751,5274,19,False,30.2525,11.479,True,11,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,23,0,393,113,1509,0,False,37.8581,10.6617,True,3,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,303,22,2542,1578,6783,92,False,32.0229,10.2454,True,17,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,11,1,2149,751,711,31,False,4.37308,0.388662,True,11,0,True,0.9925
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,5,0,393,113,454,3,True,10.1393,1.57637,True,3,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,16,5,2542,1578,1165,243,False,5.27519,0.506642,True,17,0,True,0.9845
+fold0,real_full__raw,pretrained full FT (58 pairs),ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,181,19,2149,751,787,698,False,-4.59844,5.13215,False,11,1,False,0.445
+fold0,real_full__raw,pretrained full FT (58 pairs),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,14,2,393,113,889,22,False,14.0563,0.960306,True,3,0,True,0.8505
+fold0,real_full__raw,pretrained full FT (58 pairs),ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,195,46,2542,1578,1676,1518,False,3.02337,3.6468,True,17,1,False,0.7685
+fold0,real_full__raw,pretrained full FT (58 pairs),ISG-high T,adult sepsis vs adult HC,9,2,True,49,1,7210,1728,288,176,False,0.476878,0.564419,True,11,2,False,0.595
+fold0,real_full__raw,pretrained full FT (58 pairs),ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,10,5,2135,964,122,40,False,1.3365,-0.0630869,False,3,1,False,0.1515
+fold0,real_full__raw,pretrained full FT (58 pairs),ISG-high T,all sepsis vs all controls,12,5,False,59,11,9345,4090,410,299,False,1.16003,0.312994,True,17,0,True,0.828
+fold0,real_full__raw,pretrained full FT (58 pairs),DN2 / ABC B,adult sepsis vs adult HC,9,2,True,43,7,2473,144,218,89,False,-3.163,-3.37037,True,11,0,True,0.9925
+fold0,real_full__raw,pretrained full FT (58 pairs),DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,12,5,1633,333,328,65,False,5.28381,-0.416461,False,3,0,True,0.2835
+fold0,real_full__raw,pretrained full FT (58 pairs),DN2 / ABC B,all sepsis vs all controls,12,5,False,55,21,4106,1127,546,274,False,-0.406769,-1.2017,True,17,1,False,0.6555
+fold0,real_full__raw,pretrained full FT (58 pairs),HSPC,adult sepsis vs adult HC,9,2,True,9,5,13500,3000,51,28,False,-0.0382824,-0.1,True,11,1,False,0.7465
+fold0,real_full__raw,pretrained full FT (58 pairs),HSPC,paediatric sepsis vs paediatric HC,3,1,True,1,2,4500,1500,20,1,True,0.0874031,-0.111111,False,3,0,True,0
+fold0,real_full__raw,pretrained full FT (58 pairs),HSPC,all sepsis vs all controls,12,5,False,10,10,18000,7500,71,61,False,-0.00807934,-0.0777778,True,17,1,False,0.569
+fold0,real_full__raw,pretrained full FT (58 pairs),Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,55,42,3173,632,171,186,False,-3.11067,-4.94202,True,11,0,True,0.9995
+fold0,real_full__raw,pretrained full FT (58 pairs),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,8,1,977,438,9,1,True,0.223623,0.502138,True,3,0,True,0.889
+fold0,real_full__raw,pretrained full FT (58 pairs),Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,63,48,4150,1806,180,233,False,-0.874816,-1.4131,True,17,0,True,0.9165
+fold0,real_full__raw,pretrained full FT (58 pairs),Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,15,7,13500,3000,2468,380,False,3.8048,-0.122222,False,11,0,True,0.151
+fold0,real_full__raw,pretrained full FT (58 pairs),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,4,0,4500,1500,619,44,True,3.15906,0.0888889,True,3,1,False,0.7015
+fold0,real_full__raw,pretrained full FT (58 pairs),Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,19,14,18000,7500,3087,1035,False,3.35508,-0.0811111,False,17,0,True,0.124
+fold0,real_full__raw,pretrained full FT (58 pairs),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,273,63,2149,751,2014,522,False,1.58008,3.87558,True,11,1,False,0.651
+fold0,real_full__raw,pretrained full FT (58 pairs),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,37,3,393,113,828,35,False,10.3914,6.52076,True,3,0,True,1
+fold0,real_full__raw,pretrained full FT (58 pairs),Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,310,156,2542,1578,2842,2248,False,2.0262,2.54496,True,17,0,True,0.733
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,70,3,1927,657,976,65,False,4.71887,2.7782,True,11,0,True,1
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,20,0,669,158,555,12,False,9.49881,3.72838,True,3,0,True,0.9615
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,90,16,2596,1440,1531,239,False,5.93462,2.26218,True,17,0,True,0.9935
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling T/NK,adult sepsis vs adult HC,9,2,True,8,5,8578,2059,115,47,False,0.145083,-0.148048,False,11,0,True,0.178
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,5,4,2168,958,50,24,True,0.219352,-0.204746,False,3,0,True,0.0305
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling T/NK,all sepsis vs all controls,12,5,False,13,12,10746,4852,165,111,False,0.146695,-0.113884,False,17,0,True,0.1285
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,19,6,7204,1712,333,125,False,0.105457,-0.0741151,False,11,1,False,0.31
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,9,6,1956,872,80,44,False,0.303298,-0.21932,False,3,0,True,0.0375
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,28,17,9160,4283,413,237,False,0.376998,-0.0677851,False,17,1,False,0.246
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Proliferating T (label),adult sepsis vs adult HC,9,2,True,42,22,7204,1712,164,141,False,-0.508812,-0.629805,True,11,0,True,0.826
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,24,13,1956,872,48,22,False,0.291573,-0.33454,False,3,1,False,0.252
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Proliferating T (label),all sepsis vs all controls,12,5,False,66,44,9160,4283,212,232,False,-0.0207031,-0.238824,True,17,9,False,0.539
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Plasmablast (label),adult sepsis vs adult HC,9,2,True,65,2,13500,3000,398,25,False,0.574049,0.414815,True,11,0,True,1
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,65,4,4500,1500,187,35,False,0.758249,1.17778,True,3,0,True,1
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Plasmablast (label),all sepsis vs all controls,12,5,False,130,42,18000,7500,585,131,False,0.563491,0.162222,True,17,1,False,0.6725
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Plasmablast (markers),adult sepsis vs adult HC,9,2,True,151,13,13500,3000,1273,285,False,0.70382,0.685185,True,11,0,True,0.969
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,133,19,4500,1500,775,289,False,1.28344,1.68889,True,3,0,True,0.9605
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Plasmablast (markers),all sepsis vs all controls,12,5,False,284,89,18000,7500,2048,951,False,0.890978,0.391111,True,17,0,True,0.7535
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,334,1,1927,657,5501,26,False,31.7288,13.5252,True,11,0,True,1
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,32,0,669,158,1552,0,False,38.9694,7.26315,True,3,0,True,1
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,366,6,2596,1440,7053,116,False,33.402,11.677,True,17,0,True,1
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,8,2,1927,657,775,40,False,4.69308,0.00438826,True,11,4,False,0.5155
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,3,1,669,158,474,3,True,10.6208,-0.205866,False,3,1,False,0.139
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,11,6,2596,1440,1249,279,False,5.60331,-0.0389719,False,17,3,False,0.4215
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,44,33,1927,657,825,797,False,-6.29255,-2.30963,True,11,1,False,0.7065
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,29,11,669,158,1027,28,False,15.7138,-3.3121,False,3,0,True,0
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,73,69,2596,1440,1852,1762,False,2.52285,-2.07741,False,17,2,False,0.455
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",ISG-high T,adult sepsis vs adult HC,9,2,True,13,8,7204,1712,328,206,False,0.450679,-0.30098,False,11,2,False,0.4515
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,3,4,1956,872,140,42,True,1.55647,-0.308028,False,3,0,True,0
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",ISG-high T,all sepsis vs all controls,12,5,False,16,14,9160,4283,468,337,False,1.30528,-0.165694,False,17,1,False,0.319
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",DN2 / ABC B,adult sepsis vs adult HC,9,2,True,53,15,2600,205,202,82,False,-2.85972,-5.54439,True,11,0,True,0.904
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,25,7,1476,343,304,59,False,5.03101,0.0771495,True,3,1,False,0.6605
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",DN2 / ABC B,all sepsis vs all controls,12,5,False,78,37,4076,977,506,249,False,-0.242399,-2.57182,True,17,6,False,0.6405
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",HSPC,adult sepsis vs adult HC,9,2,True,20,3,13500,3000,50,30,False,-0.0496871,0.0481481,False,11,1,False,0.188
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",HSPC,paediatric sepsis vs paediatric HC,3,1,True,4,1,4500,1500,21,1,True,0.0915781,0.0222222,True,3,1,False,0.608
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",HSPC,all sepsis vs all controls,12,5,False,24,11,18000,7500,71,64,False,-0.0138192,-0.0133333,True,17,2,False,0.517
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,31,26,3679,756,171,186,False,-3.11067,-2.56879,True,11,0,True,0.999
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,6,1,982,390,9,1,True,0.223623,0.314778,True,3,0,True,0.888
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,37,39,4661,2077,180,233,False,-0.874816,-1.11832,True,17,1,False,0.794
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,14,7,13500,3000,2534,434,False,3.69993,-0.12963,False,11,0,True,0.1115
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,9,0,4500,1500,648,51,True,3.2515,0.2,True,3,0,True,0.9555
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,23,13,18000,7500,3182,1130,False,3.34448,-0.0455556,False,17,0,True,0.2485
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,112,41,1927,657,2154,609,False,0.58995,0.083716,True,11,5,False,0.6155
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,68,2,669,158,908,43,False,10.4164,7.5456,True,3,0,True,1
+fold0,scratch_full__raw,"scratch (58 pairs, 100k cap)",Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,180,106,2596,1440,3062,2622,False,1.02858,-0.214518,False,17,7,False,0.5975
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,93,17,2070,754,957,63,False,4.68519,1.0385,True,11,1,False,0.7165
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,15,0,394,83,542,10,False,9.5634,3.96225,True,3,0,True,0.959
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,108,28,2464,1501,1499,226,False,5.92601,1.87933,True,17,0,True,0.955
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling T/NK,adult sepsis vs adult HC,9,2,True,23,7,8211,2002,114,46,False,0.157672,-0.0626773,False,11,1,False,0.4525
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,20,3,2349,1039,52,22,False,0.263191,0.610661,True,3,0,True,0.962
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling T/NK,all sepsis vs all controls,12,5,False,43,14,10560,4641,166,106,False,0.170684,0.145311,True,17,0,True,0.8175
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,32,6,7407,1754,314,122,False,0.0683266,0.11073,True,11,2,False,0.666
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,21,3,2188,997,78,47,False,0.22707,0.708291,True,3,1,False,0.856
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,53,12,9595,4256,392,236,False,0.321884,0.320863,True,17,0,True,0.863
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Proliferating T (label),adult sepsis vs adult HC,9,2,True,85,29,7407,1754,164,141,False,-0.508812,-0.474445,True,11,0,True,0.866
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,37,11,2188,997,48,22,False,0.291573,0.639997,True,3,0,True,0.963
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Proliferating T (label),all sepsis vs all controls,12,5,False,122,55,9595,4256,212,232,False,-0.0207031,0.0473463,False,17,10,False,0.7355
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Plasmablast (label),adult sepsis vs adult HC,9,2,True,140,1,13500,3000,398,25,False,0.574049,1.0037,True,11,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,164,3,4500,1500,187,35,False,0.758249,3.44444,True,3,0,True,0.9555
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Plasmablast (label),all sepsis vs all controls,12,5,False,304,15,18000,7500,585,131,False,0.563491,1.48889,True,17,0,True,0.999
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Plasmablast (markers),adult sepsis vs adult HC,9,2,True,178,6,13500,3000,1279,301,False,0.636607,1.11852,True,11,0,True,0.934
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,205,5,4500,1500,761,278,False,1.31645,4.22222,True,3,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Plasmablast (markers),all sepsis vs all controls,12,5,False,383,28,18000,7500,2040,945,False,0.888746,1.75444,True,17,0,True,0.9685
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,227,1,2070,754,5287,18,False,30.3499,8.13913,True,11,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,18,0,394,83,1496,0,False,37.5693,8.9451,True,3,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,245,16,2464,1501,6783,99,False,31.9877,7.48567,True,17,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,9,1,2070,754,715,33,False,4.35879,0.210258,True,11,0,True,0.903
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,4,0,394,83,446,2,True,10.1035,1.33008,True,3,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,13,4,2464,1501,1161,241,False,5.27405,0.352072,True,17,0,True,0.965
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,174,23,2070,754,799,704,False,-4.56708,4.32458,False,11,2,False,0.5645
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,22,4,394,83,910,19,False,15.008,0.842064,True,3,1,False,0.6135
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,196,47,2464,1501,1709,1521,False,3.31223,3.54514,True,17,0,True,0.807
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),ISG-high T,adult sepsis vs adult HC,9,2,True,65,6,7407,1754,303,190,False,0.459256,0.451399,True,11,1,False,0.823
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,14,5,2188,997,132,38,False,1.50327,0.127603,True,3,1,False,0.637
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),ISG-high T,all sepsis vs all controls,12,5,False,79,12,9595,4256,435,319,False,1.21646,0.490851,True,17,1,False,0.835
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),DN2 / ABC B,adult sepsis vs adult HC,9,2,True,35,4,2450,139,218,89,False,-3.1637,-2.13404,True,11,1,False,0.755
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,9,1,1592,356,329,65,False,5.32106,0.54089,True,3,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),DN2 / ABC B,all sepsis vs all controls,12,5,False,44,13,4042,1115,547,275,False,-0.410099,-0.652721,True,17,0,True,0.634
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),HSPC,adult sepsis vs adult HC,9,2,True,6,7,13500,3000,52,30,False,-0.0468694,-0.188889,True,11,1,False,0.7865
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),HSPC,paediatric sepsis vs paediatric HC,3,1,True,0,2,4500,1500,23,1,True,0.104688,-0.133333,False,3,0,True,0
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),HSPC,all sepsis vs all controls,12,5,False,6,13,18000,7500,75,63,False,-0.00641285,-0.14,True,17,7,False,0.5695
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,50,41,3284,654,171,186,False,-3.11067,-4.82348,True,11,0,True,0.9995
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,8,1,1031,475,9,1,True,0.223623,0.494941,True,3,1,False,0.7455
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,58,51,4315,1953,180,233,False,-0.874816,-1.59721,True,17,1,False,0.9085
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,12,4,13500,3000,2525,422,False,3.75364,-0.0444444,False,11,1,False,0.293
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,2,0,4500,1500,652,43,True,3.34292,0.0444444,True,3,1,False,0.6955
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,14,7,18000,7500,3177,1110,False,3.38235,-0.0155556,False,17,1,False,0.3915
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,214,45,2070,754,1979,553,False,0.542651,2.89815,True,11,5,False,0.536
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,27,1,394,83,833,37,False,9.99465,3.36893,True,3,0,True,1
+fold0,lora_recipe__raw,pretrained LoRA + recipes (58 pairs),Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,241,110,2464,1501,2812,2302,False,1.36117,1.28207,True,17,0,True,0.6365
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),C1Q-high monocyte (reference),adult sepsis vs adult HC,9,2,True,53,5,1632,466,984,69,False,4.63419,3.57804,True,11,0,True,0.9995
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,3,1,True,38,0,742,151,547,13,False,9.15911,5.31447,True,3,0,True,0.9595
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),C1Q-high monocyte (reference),all sepsis vs all controls,12,5,False,91,17,2374,1224,1531,243,False,5.8315,3.62254,True,17,0,True,0.9995
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling T/NK,adult sepsis vs adult HC,9,2,True,9,9,8804,2253,113,47,False,0.146526,-0.29631,False,11,1,False,0.187
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling T/NK,paediatric sepsis vs paediatric HC,3,1,True,6,1,2131,966,49,24,True,0.211295,0.147846,True,3,0,True,0.811
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling T/NK,all sepsis vs all controls,12,5,False,15,14,10935,5064,162,109,False,0.153392,-0.123554,False,17,0,True,0.137
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,9,2,True,11,9,7487,1806,318,118,False,0.0827283,-0.339107,False,11,3,False,0.411
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,3,1,True,10,1,1947,916,74,46,False,0.190802,0.376688,True,3,1,False,0.848
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,12,5,False,21,18,9434,4381,392,227,False,0.334395,-0.163498,False,17,0,True,0.223
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Proliferating T (label),adult sepsis vs adult HC,9,2,True,31,25,7487,1806,164,141,False,-0.508812,-0.91859,True,11,0,True,0.8385
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Proliferating T (label),paediatric sepsis vs paediatric HC,3,1,True,21,2,1947,916,48,22,False,0.291573,0.83308,True,3,0,True,1
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Proliferating T (label),all sepsis vs all controls,12,5,False,52,46,9434,4381,212,232,False,-0.0207031,-0.429261,True,17,9,False,0.5585
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Plasmablast (label),adult sepsis vs adult HC,9,2,True,59,14,13500,3000,398,25,False,0.574049,-0.0296296,False,11,3,False,0.4165
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Plasmablast (label),paediatric sepsis vs paediatric HC,3,1,True,55,8,4500,1500,187,35,False,0.758249,0.688889,True,3,0,True,0.8935
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Plasmablast (label),all sepsis vs all controls,12,5,False,114,49,18000,7500,585,131,False,0.563491,-0.02,False,17,9,False,0.479
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Plasmablast (markers),adult sepsis vs adult HC,9,2,True,170,38,13500,3000,1236,283,False,0.657371,-0.00740741,False,11,5,False,0.5085
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Plasmablast (markers),paediatric sepsis vs paediatric HC,3,1,True,134,24,4500,1500,764,277,False,1.33815,1.37778,True,3,1,False,0.86
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Plasmablast (markers),all sepsis vs all controls,12,5,False,304,111,18000,7500,2000,918,False,0.889313,0.208889,True,17,1,False,0.6365
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,9,2,True,339,0,1632,466,5484,24,False,31.7628,16.2928,True,11,0,True,1
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,3,1,True,30,0,742,151,1539,0,False,38.7058,6.47281,True,3,0,True,1
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),MS1 monocyte (IL1R2+),all sepsis vs all controls,12,5,False,369,8,2374,1224,7023,113,False,33.348,13.1538,True,17,0,True,1
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,9,2,True,6,3,1632,466,769,41,True,4.5493,-0.430451,False,11,0,True,0.025
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,3,1,True,4,1,742,151,473,2,True,10.7045,0.189305,True,3,0,True,0.7365
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cycling monocyte (Ye 2026),all sepsis vs all controls,12,5,False,10,5,2374,1224,1242,267,False,5.56443,-0.0428822,False,17,2,False,0.434
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),ISG-high monocyte (positive control),adult sepsis vs adult HC,9,2,True,21,22,1632,466,819,787,False,-6.09182,-2.61841,True,11,1,False,0.6835
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,3,1,True,22,3,742,151,1008,28,False,15.227,-0.080741,False,3,1,False,0.3925
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),ISG-high monocyte (positive control),all sepsis vs all controls,12,5,False,43,65,2374,1224,1827,1760,False,2.43246,-2.65937,False,17,2,False,0.41
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),ISG-high T,adult sepsis vs adult HC,9,2,True,14,6,7487,1806,317,195,False,0.445947,-0.150137,False,11,2,False,0.4595
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),ISG-high T,paediatric sepsis vs paediatric HC,3,1,True,6,3,1947,916,141,34,True,1.64523,-0.0469883,False,3,1,False,0.3715
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),ISG-high T,all sepsis vs all controls,12,5,False,20,12,9434,4381,458,314,False,1.28518,-0.0652215,False,17,1,False,0.4195
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),DN2 / ABC B,adult sepsis vs adult HC,9,2,True,34,13,2620,198,189,82,False,-2.96938,-5.16637,True,11,0,True,0.991
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),DN2 / ABC B,paediatric sepsis vs paediatric HC,3,1,True,20,4,1434,348,299,54,False,5.16075,0.701029,True,3,0,True,0.969
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),DN2 / ABC B,all sepsis vs all controls,12,5,False,54,27,4054,997,488,246,False,-0.366587,-2.23978,True,17,1,False,0.642
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),HSPC,adult sepsis vs adult HC,9,2,True,12,0,13500,3000,48,29,False,-0.0474908,0.0888889,False,11,1,False,0.2255
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),HSPC,paediatric sepsis vs paediatric HC,3,1,True,5,1,4500,1500,23,1,True,0.104688,0.0444444,True,3,1,False,0.7335
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),HSPC,all sepsis vs all controls,12,5,False,17,8,18000,7500,71,64,False,-0.0121302,-0.0122222,True,17,2,False,0.569
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cytotoxic CD4 T,adult sepsis vs adult HC,9,2,True,57,33,3829,761,170,184,False,-3.04965,-2.78374,True,11,0,True,0.999
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,3,1,True,16,2,958,414,9,1,False,0.223623,1.09632,True,3,0,True,1
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Cytotoxic CD4 T,all sepsis vs all controls,12,5,False,73,40,4787,2013,179,231,False,-0.851918,-0.527055,True,17,2,False,0.729
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Granulocyte-like (LDG),adult sepsis vs adult HC,9,2,True,16,9,13500,3000,2462,401,False,3.70317,-0.181481,False,11,0,True,0.0975
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,3,1,True,16,2,4500,1500,627,48,False,3.12719,0.222222,True,3,0,True,0.851
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Granulocyte-like (LDG),all sepsis vs all controls,12,5,False,32,15,18000,7500,3089,1053,False,3.32004,-0.0222222,False,17,1,False,0.3925
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,9,2,True,90,32,1632,466,2124,599,False,0.505866,0.227297,True,11,6,False,0.6225
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,3,1,True,103,2,742,151,895,41,False,10.6297,10.5595,True,3,0,True,1
+fold0,scratch_recipe__raw,scratch + recipes (58 pairs),Platelet signal in monocytes (negative control),all sepsis vs all controls,12,5,False,193,92,2374,1224,3019,2575,False,1.05708,1.39,True,17,1,False,0.644
+loco,zs__raw,pretrained zero-shot,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,41,1,30375,2195,3281,105,False,5.44686,0.0775613,True,53,0,True,0.9375
+loco,zs__raw,pretrained zero-shot,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,10,2,6066,897,2114,33,False,8.48108,-0.0246208,False,19,1,False,0.4265
+loco,zs__raw,pretrained zero-shot,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,51,12,36441,9033,5395,513,False,6.12473,0.00813543,True,82,0,True,0.6
+loco,zs__raw,pretrained zero-shot,Cycling T/NK,adult sepsis vs adult HC,46,7,False,158,18,27878,7023,807,108,False,0.319166,0.365365,True,53,0,True,0.9995
+loco,zs__raw,pretrained zero-shot,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,80,10,10404,3500,545,248,False,0.156924,0.524075,True,19,3,False,0.613
+loco,zs__raw,pretrained zero-shot,Cycling T/NK,all sepsis vs all controls,61,21,False,238,56,38282,16631,1352,880,False,-0.115152,0.299922,False,82,2,False,0.3975
+loco,zs__raw,pretrained zero-shot,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,107,9,20787,5978,1249,195,False,0.407245,0.470728,True,53,0,True,0.999
+loco,zs__raw,pretrained zero-shot,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,37,3,8615,3099,659,371,False,-0.268081,0.399989,False,19,1,False,0.4055
+loco,zs__raw,pretrained zero-shot,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,144,24,29402,13945,1908,1290,False,-0.319909,0.376301,False,82,1,False,0.345
+loco,zs__raw,pretrained zero-shot,Proliferating T (label),adult sepsis vs adult HC,46,7,False,776,74,20787,5978,1725,439,False,-0.061146,2.65172,False,53,2,False,0.4315
+loco,zs__raw,pretrained zero-shot,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,399,36,8615,3099,1130,542,False,-0.177789,3.76851,False,19,3,False,0.4715
+loco,zs__raw,pretrained zero-shot,Proliferating T (label),all sepsis vs all controls,61,21,False,1175,194,29402,13945,2855,1938,False,-0.623108,2.52073,False,82,1,False,0.239
+loco,zs__raw,pretrained zero-shot,Plasmablast (label),adult sepsis vs adult HC,46,7,False,342,1,69000,10500,3601,90,False,0.974356,0.486128,True,53,0,True,1
+loco,zs__raw,pretrained zero-shot,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,299,1,22500,6000,2779,1000,False,-0.135895,1.31222,False,19,7,False,0.473
+loco,zs__raw,pretrained zero-shot,Plasmablast (label),all sepsis vs all controls,61,21,False,641,37,91500,31500,6380,2043,False,0.286025,0.583086,True,82,1,False,0.6705
+loco,zs__raw,pretrained zero-shot,Plasmablast (markers),adult sepsis vs adult HC,46,7,False,468,11,69000,10500,6497,442,False,1.26461,0.573499,True,53,0,True,1
+loco,zs__raw,pretrained zero-shot,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,342,10,22500,6000,4409,2024,False,-1.5015,1.35333,False,19,1,False,0.394
+loco,zs__raw,pretrained zero-shot,Plasmablast (markers),all sepsis vs all controls,61,21,False,810,72,91500,31500,10906,4369,False,-0.0578994,0.656674,False,82,2,False,0.496
+loco,zs__raw,pretrained zero-shot,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,331,1,30375,2195,8049,18,False,12.7279,0.849401,True,53,0,True,1
+loco,zs__raw,pretrained zero-shot,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,54,0,6066,897,1894,0,False,14.191,0.739668,True,19,0,True,1
+loco,zs__raw,pretrained zero-shot,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,385,18,36441,9033,9943,2420,False,7.86248,0.72184,True,82,0,True,0.97
+loco,zs__raw,pretrained zero-shot,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,72,6,30375,2195,1106,52,False,1.0688,-0.0312382,False,53,3,False,0.4045
+loco,zs__raw,pretrained zero-shot,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,22,1,6066,897,1188,31,False,5.30792,0.275798,True,19,0,True,0.9475
+loco,zs__raw,pretrained zero-shot,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,94,9,36441,9033,2294,324,False,2.04186,0.136362,True,82,0,True,0.976
+loco,zs__raw,pretrained zero-shot,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,5219,140,30375,2195,4859,653,False,3.31809,12.2524,True,53,0,True,0.8465
+loco,zs__raw,pretrained zero-shot,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,1919,297,6066,897,3628,927,False,-7.30222,-3.20443,True,19,0,True,0.908
+loco,zs__raw,pretrained zero-shot,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,7138,968,36441,9033,8487,2542,False,2.1049,7.38623,True,82,0,True,0.7635
+loco,zs__raw,pretrained zero-shot,ISG-high T,adult sepsis vs adult HC,46,7,False,371,16,20787,5978,912,146,False,0.779671,1.33679,True,53,0,True,0.89
+loco,zs__raw,pretrained zero-shot,ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,357,332,8615,3099,971,2166,False,-12.3068,-6.02314,True,19,0,True,0.963
+loco,zs__raw,pretrained zero-shot,ISG-high T,all sepsis vs all controls,61,21,False,728,416,29402,13945,1883,2631,False,-1.74205,-0.392012,True,82,0,True,0.8865
+loco,zs__raw,pretrained zero-shot,DN2 / ABC B,adult sepsis vs adult HC,46,7,False,365,46,7936,1124,1148,171,False,-0.176858,0.926012,False,53,3,False,0.4515
+loco,zs__raw,pretrained zero-shot,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,158,33,5234,1505,802,160,False,-0.372084,1.39465,False,19,1,False,0.413
+loco,zs__raw,pretrained zero-shot,DN2 / ABC B,all sepsis vs all controls,61,21,False,523,187,13170,5146,1950,642,False,0.160374,0.766557,True,82,4,False,0.5855
+loco,zs__raw,pretrained zero-shot,HSPC,adult sepsis vs adult HC,46,7,False,48,1,69000,10500,336,57,False,0.00985311,0.0600414,True,53,3,False,0.6355
+loco,zs__raw,pretrained zero-shot,HSPC,paediatric sepsis vs paediatric HC,15,4,False,10,3,22500,6000,138,21,False,0.0755742,-0.00555556,False,19,1,False,0.454
+loco,zs__raw,pretrained zero-shot,HSPC,all sepsis vs all controls,61,21,False,58,14,91500,31500,474,155,False,0.0291237,0.0189435,True,82,0,True,0.796
+loco,zs__raw,pretrained zero-shot,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,50,12,6908,1517,1076,346,False,-1.16264,0.156643,False,53,0,True,0.287
+loco,zs__raw,pretrained zero-shot,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,7,4,3518,1480,60,27,False,-0.0630404,0.147646,False,19,2,False,0.6785
+loco,zs__raw,pretrained zero-shot,Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,57,28,10426,5228,1136,631,False,-1.05875,0.14851,False,82,0,True,0.2545
+loco,zs__raw,pretrained zero-shot,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,220,15,69000,10500,4088,446,False,0.853926,0.175983,True,53,0,True,0.9605
+loco,zs__raw,pretrained zero-shot,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,33,7,22500,6000,1010,96,False,0.817775,0.03,True,19,1,False,0.6955
+loco,zs__raw,pretrained zero-shot,Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,253,68,91500,31500,5098,1403,False,0.561964,0.0606297,True,82,0,True,0.851
+loco,zs__raw,pretrained zero-shot,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,983,30,30375,2195,6667,622,False,3.05404,1.66685,True,53,0,True,0.9855
+loco,zs__raw,pretrained zero-shot,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,151,7,6066,897,1695,170,False,2.95165,1.14855,True,19,0,True,0.949
+loco,zs__raw,pretrained zero-shot,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,1134,174,36441,9033,8362,3156,False,2.15416,1.00429,True,82,0,True,0.9205
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,103,2,22454,980,3676,138,False,6.05069,0.211749,True,53,0,True,0.975
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,19,1,4362,356,2285,35,False,9.22684,0.138937,True,19,1,False,0.703
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,122,21,26816,5680,5961,617,False,6.81557,0.130112,True,82,0,True,0.913
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling T/NK,adult sepsis vs adult HC,46,7,False,179,7,37390,9012,1086,125,False,0.480912,0.508374,True,53,0,True,1
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,57,4,11112,4017,718,372,False,-0.0197572,0.463903,False,19,12,False,0.489
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling T/NK,all sepsis vs all controls,61,21,False,236,44,48502,20905,1804,1244,False,-0.245477,0.274022,False,82,1,False,0.346
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,145,7,29736,7893,1946,328,False,0.444518,0.483883,True,53,0,True,0.9945
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,44,6,9739,3708,879,589,False,-0.908919,0.272857,False,19,1,False,0.351
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,189,41,39475,18138,2825,2026,False,-0.714753,0.21133,False,82,1,False,0.2495
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Proliferating T (label),adult sepsis vs adult HC,46,7,False,343,22,29736,7893,1725,439,False,-0.061146,0.97167,False,53,2,False,0.428
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,162,21,9739,3708,1130,542,False,-0.177789,0.969564,False,19,3,False,0.4755
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Proliferating T (label),all sepsis vs all controls,61,21,False,505,90,39475,18138,2855,1938,False,-0.623108,0.737974,False,82,1,False,0.242
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Plasmablast (label),adult sepsis vs adult HC,46,7,False,833,2,69000,10500,3601,90,False,0.974356,1.1882,True,53,0,True,1
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,471,24,22500,6000,2779,1000,False,-0.135895,1.69333,False,19,7,False,0.4715
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Plasmablast (label),all sepsis vs all controls,61,21,False,1304,65,91500,31500,6380,2043,False,0.286025,1.21879,True,82,1,False,0.6535
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Plasmablast (markers),adult sepsis vs adult HC,46,7,False,1040,11,69000,10500,9923,804,False,1.65241,1.40248,True,53,0,True,1
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,591,43,22500,6000,6529,2752,False,-1.48732,1.91,False,19,1,False,0.437
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Plasmablast (markers),all sepsis vs all controls,61,21,False,1631,122,91500,31500,16452,6434,False,-0.0217431,1.39521,False,82,39,False,0.5155
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,2717,3,22454,980,11085,42,False,17.5265,8.85022,True,53,0,True,1
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,522,0,4362,356,2535,6,False,20.1852,7.79052,True,19,0,True,1
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,3239,393,26816,5680,13620,3565,False,10.5547,6.24293,True,82,0,True,0.9685
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,227,0,22454,980,1843,85,False,1.96659,0.819997,True,53,0,True,1
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,56,1,4362,356,1605,40,False,6.7051,0.777353,True,19,0,True,0.9875
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,283,10,26816,5680,3448,527,False,2.94246,0.673548,True,82,0,True,1
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,5336,94,22454,980,8077,1353,False,1.34563,16.3608,True,53,3,False,0.601
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,1676,128,4362,356,5515,1342,False,-7.11618,1.29402,False,19,8,False,0.7945
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,7012,574,26816,5680,13592,4709,False,1.95228,12.3165,True,82,0,True,0.6575
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,ISG-high T,adult sepsis vs adult HC,46,7,False,1089,25,29736,7893,2256,356,False,1.48164,3.08247,True,53,0,True,0.9135
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,655,663,9739,3708,1979,2963,False,-15.3566,-12.5931,True,19,0,True,0.976
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,ISG-high T,all sepsis vs all controls,61,21,False,1744,806,39475,18138,4235,4040,False,-1.79172,-0.180308,True,82,1,False,0.851
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,DN2 / ABC B,adult sepsis vs adult HC,46,7,False,133,3,6629,403,1782,279,False,-0.643768,0.424756,False,53,0,True,0.5065
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,59,3,6518,1578,1418,288,False,-1.17094,1.11945,False,19,1,False,0.3405
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,DN2 / ABC B,all sepsis vs all controls,61,21,False,192,34,13147,4325,3200,1060,False,-0.0909991,0.753096,False,82,6,False,0.495
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,HSPC,adult sepsis vs adult HC,46,7,False,164,2,69000,10500,377,65,False,0.00815339,0.218634,True,53,3,False,0.601
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,HSPC,paediatric sepsis vs paediatric HC,15,4,False,57,1,22500,6000,153,25,False,0.0816648,0.236667,True,19,0,True,0.9085
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,HSPC,all sepsis vs all controls,61,21,False,221,27,91500,31500,530,177,False,0.0303058,0.155816,True,82,0,True,0.88
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,267,65,7317,996,1219,411,False,-1.42529,-1.78881,True,53,0,True,0.8635
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,55,17,3858,1288,70,37,False,-0.161588,1.05817,False,19,1,False,0.462
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,322,135,11175,4391,1289,745,False,-1.16649,-0.055975,True,82,22,False,0.527
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,113,4,69000,10500,7041,853,False,1.22508,0.125673,True,53,0,True,0.978
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,27,0,22500,6000,1915,229,False,1.4417,0.12,True,19,0,True,0.9915
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,140,16,91500,31500,8956,2886,False,0.69742,0.102212,True,82,0,True,0.8405
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,817,14,22454,980,10809,1070,False,4.49297,2.29176,True,53,0,True,0.9775
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,90,4,4362,356,2898,395,False,2.93864,0.729425,True,19,0,True,0.818
+loco,xcalL_K1000,pretrained zero-shot + cross-cohort calibration,Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,907,167,26816,5680,13707,5991,False,1.83742,1.14316,True,82,0,True,0.7855
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,24,5,13963,1677,3256,111,False,5.58167,-0.235038,False,53,0,True,0.0425
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,5,1,2836,452,2081,31,True,8.21283,-0.0453106,False,19,1,False,0.346
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,29,12,16799,5725,5337,525,False,6.17603,-0.0789084,False,82,0,True,0.1535
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,43,8,38684,7284,936,123,False,0.387518,0.0134309,True,53,2,False,0.644
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,16,0,10100,2921,625,297,False,0.125678,0.203532,True,19,4,False,0.585
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,59,17,48784,17583,1561,1067,False,-0.191886,0.0428117,False,82,1,False,0.346
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,40,4,30072,5269,1611,281,False,0.374232,0.0843897,True,53,0,True,0.95
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,15,1,8009,2425,778,489,False,-0.620238,0.240249,False,19,1,False,0.354
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,55,14,38081,13505,2389,1680,False,-0.532751,0.0575094,False,82,1,False,0.3035
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,416,47,30072,5269,1725,439,False,-0.061146,0.63763,False,53,2,False,0.4185
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,141,10,8009,2425,1130,542,False,-0.177789,1.03691,False,19,3,False,0.4685
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,557,97,38081,13505,2855,1938,False,-0.623108,0.673509,False,82,1,False,0.2555
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,1296,17,69000,10500,3601,90,False,0.974356,1.71636,True,53,0,True,1
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,979,38,22500,6000,2779,1000,False,-0.135895,3.71778,False,19,7,False,0.4825
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,2275,145,91500,31500,6380,2043,False,0.286025,2.02602,True,82,1,False,0.67
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,1502,41,69000,10500,7297,490,False,1.38521,1.78634,True,53,0,True,1
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,1065,67,22500,6000,4873,2239,False,-1.67245,3.61667,False,19,1,False,0.3955
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,2567,232,91500,31500,12170,4924,False,-0.122087,2.06896,False,82,2,False,0.4965
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,223,1,13963,1677,7810,13,False,12.507,1.23287,True,53,0,True,1
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,55,1,2836,452,1827,2,False,12.8325,0.895365,True,19,0,True,0.9955
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,278,14,16799,5725,9637,2324,False,7.54504,1.03383,True,82,0,True,0.963
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,23,0,13963,1677,1097,48,False,1.01606,0.140846,True,53,0,True,1
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,8,0,2836,452,1130,28,True,4.62426,0.376112,True,19,0,True,1
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,31,1,16799,5725,2227,304,False,1.82448,0.192315,True,82,0,True,1
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1691,78,13963,1677,4678,577,False,5.25831,11.696,True,53,0,True,0.9295
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,832,61,2836,452,3544,899,False,-7.307,4.04435,False,19,5,False,0.69
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,2523,295,16799,5725,8222,2394,False,3.38497,9.41434,True,82,0,True,0.833
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,914,19,30072,5269,1559,256,False,1.11765,2.30784,True,53,0,True,0.9165
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,632,213,8009,2425,1491,2605,False,-14.0695,-7.99758,True,19,0,True,0.9725
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,1546,293,38081,13505,3050,3345,False,-1.78885,0.273798,False,82,4,False,0.772
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,99,6,12976,1127,1238,187,False,-0.191442,0.175641,False,53,2,False,0.4755
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,23,2,8929,2488,938,182,False,-0.41927,0.228964,False,19,1,False,0.407
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,122,22,21905,6955,2176,705,False,0.141014,0.225153,True,82,5,False,0.566
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,129,7,69000,10500,352,58,False,0.012619,0.12029,True,53,1,False,0.6735
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,63,3,22500,6000,147,24,False,0.0771491,0.23,True,19,0,True,0.8845
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,192,31,91500,31500,499,162,False,0.032148,0.111423,True,82,0,True,0.9095
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,221,37,10765,1170,1119,370,False,-1.22415,0.884802,False,53,0,True,0.2265
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,27,8,2988,1053,56,29,False,-0.108923,0.536303,False,19,1,False,0.5295
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,248,92,13753,4701,1175,658,False,-1.07175,0.873454,False,82,0,True,0.1685
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,9,4,69000,10500,4891,541,False,0.980818,-0.0250518,False,53,0,True,0.11
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,1,0,22500,6000,1247,139,True,0.951863,0.00444444,True,19,1,False,0.635
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,10,7,91500,31500,6138,1813,False,0.609419,-0.0112933,False,82,0,True,0.2285
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,272,18,13963,1677,6417,589,False,3.54736,1.01063,True,53,0,True,0.9935
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,58,4,2836,452,1600,189,False,3.51629,0.708054,True,19,0,True,0.9295
+loco,locoL_lora16sat_s26750_K1000,pretrained LoRA r16 (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,330,81,16799,5725,8017,3020,False,2.70733,0.820616,True,82,0,True,0.966
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,37,4,12065,1434,3242,107,False,5.31955,0.00287406,True,53,19,False,0.547
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,7,1,2999,461,2065,27,True,8.1754,-0.288414,False,19,1,False,0.291
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,44,15,15064,4990,5307,489,False,5.98988,-0.068771,False,82,0,True,0.2705
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,46,3,38063,6710,867,112,False,0.361755,0.090712,True,53,0,True,0.999
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,18,0,8640,2223,607,265,False,0.219208,0.25315,True,19,3,False,0.6055
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,64,12,46703,16183,1474,959,False,-0.124469,0.0807687,False,82,2,False,0.392
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,49,5,28887,4522,1461,242,False,0.391148,0.0707025,True,53,0,True,0.9115
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,24,0,6597,1586,730,447,False,-0.517841,0.410491,False,19,1,False,0.36
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,73,10,35484,11646,2191,1549,False,-0.482671,0.135788,False,82,1,False,0.2915
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,450,57,28887,4522,1725,439,False,-0.061146,0.525543,False,53,2,False,0.455
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,192,23,6597,1586,1130,542,False,-0.177789,0.874665,False,19,3,False,0.5885
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,642,144,35484,11646,2855,1938,False,-0.623108,0.47815,False,82,1,False,0.2855
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,833,12,69000,10500,3601,90,False,0.974356,1.09296,True,53,0,True,1
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,831,19,22500,6000,2779,1000,False,-0.135895,3.37667,False,19,7,False,0.476
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,1664,111,91500,31500,6380,2043,False,0.286025,1.4662,True,82,1,False,0.665
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,1096,33,69000,10500,6629,446,False,1.25673,1.27412,True,53,0,True,1
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,930,43,22500,6000,4563,2058,False,-1.45206,3.41667,False,19,1,False,0.418
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,2026,218,91500,31500,11192,4494,False,-0.0858613,1.52214,False,82,2,False,0.502
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,163,0,12065,1434,7579,18,False,11.8737,0.992476,True,53,0,True,1
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,45,0,2999,461,1752,2,False,13.7287,0.689083,True,19,0,True,0.9915
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,208,27,15064,4990,9331,2241,False,7.47126,0.623836,True,82,0,True,0.969
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,20,0,12065,1434,1073,43,False,1.10528,0.197426,True,53,0,True,1
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,8,1,2999,461,1117,24,True,5.08919,-0.0137575,False,19,1,False,0.457
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,28,3,15064,4990,2190,265,False,1.98237,0.136656,True,82,0,True,0.99
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1538,40,12065,1434,4428,569,False,4.60258,12.6588,True,53,0,True,0.908
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,827,76,2999,461,3420,854,False,-5.31158,4.80153,False,19,4,False,0.717
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,2365,275,15064,4990,7848,2251,False,3.39822,9.06176,True,82,0,True,0.825
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,842,9,28887,4522,1262,208,False,0.969762,2.33203,True,53,0,True,0.9035
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,609,172,6597,1586,1280,2446,False,-13.5148,-8.05334,True,19,0,True,0.9635
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,1451,259,35484,11646,2542,3071,False,-1.81446,0.0615239,False,82,22,False,0.804
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,90,12,15091,1586,1111,175,False,-0.158453,-0.14375,True,53,3,False,0.54
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,23,9,10077,3124,771,144,False,-0.128414,-0.0515404,True,19,5,False,0.568
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,113,39,25168,8590,1882,590,False,0.436013,-0.00539564,False,82,35,False,0.5585
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,278,9,69000,10500,334,60,False,0.00405749,0.317184,True,53,6,False,0.5535
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,62,5,22500,6000,141,22,False,0.0765841,0.192222,True,19,0,True,0.906
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,340,53,91500,31500,475,162,False,0.0250979,0.203331,True,82,0,True,0.8505
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,266,29,11194,776,1069,336,False,-1.0642,0.525959,False,53,0,True,0.3025
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,25,7,2376,725,52,22,False,0.0161808,0.846111,True,19,5,False,0.6375
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,291,81,13570,4248,1121,600,False,-0.96724,1.03369,False,82,0,True,0.103
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,13,2,69000,10500,4336,447,False,0.916391,-0.000207039,False,53,37,False,0.474
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,1,2,22500,6000,1057,120,True,0.803465,-0.0288889,False,19,0,True,0.054
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,14,9,91500,31500,5393,1471,False,0.60847,-0.0132709,False,82,0,True,0.16
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,218,22,12065,1434,6114,542,False,3.25028,0.471516,True,53,0,True,0.871
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,50,6,2999,461,1551,166,False,2.55676,0.0150211,True,19,8,False,0.55
+loco,locoL_lora64sat_s59000_K1000,pretrained LoRA r64 (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,268,74,15064,4990,7665,2817,False,2.31517,0.22345,True,82,0,True,0.7255
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,68,10,15193,1864,3175,95,False,5.42944,-0.129939,False,53,1,False,0.2185
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,8,1,3084,349,2019,24,True,7.59328,-0.122422,False,19,1,False,0.3155
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,76,27,18277,5725,5194,460,False,5.88416,-0.0250871,False,82,4,False,0.396
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,110,9,37250,7194,947,127,False,0.382342,0.190702,True,53,0,True,0.9995
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,22,6,9116,2960,623,309,False,0.0423623,0.0477671,True,19,6,False,0.453
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,132,38,46366,17716,1570,1069,False,-0.175486,0.0813799,False,82,1,False,0.3845
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,93,4,28623,5466,1661,262,False,0.470767,0.279441,True,53,0,True,0.9955
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,24,3,7112,2395,792,495,False,-0.633863,0.292385,False,19,1,False,0.373
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,117,25,35735,13745,2453,1682,False,-0.511632,0.19044,False,82,1,False,0.2805
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,533,53,28623,5466,1725,439,False,-0.061146,1.17993,False,53,2,False,0.4355
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,177,24,7112,2395,1130,542,False,-0.177789,1.39735,False,19,3,False,0.4885
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,710,152,35735,13745,2855,1938,False,-0.623108,0.913247,False,82,1,False,0.2495
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,1861,10,69000,10500,3601,90,False,0.974356,2.60186,True,53,0,True,1
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,1160,28,22500,6000,2779,1000,False,-0.135895,4.68889,False,19,7,False,0.4635
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,3021,96,91500,31500,6380,2043,False,0.286025,2.99688,True,82,1,False,0.6555
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,2193,34,69000,10500,6975,480,False,1.32031,2.85445,True,53,0,True,1
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,1324,81,22500,6000,4711,2100,False,-1.41416,4.53444,False,19,1,False,0.4075
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,3517,239,91500,31500,11686,4652,False,-0.0653338,3.08499,False,82,2,False,0.5005
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,542,0,15193,1864,7069,12,False,10.3521,2.51043,True,53,0,True,1
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,108,0,3084,349,1675,1,False,12.1711,2.06596,True,19,0,True,1
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,650,29,18277,5725,8744,2033,False,6.3323,2.11754,True,82,0,True,0.9485
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,55,1,15193,1864,954,44,False,1.02743,0.350602,True,53,0,True,1
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,14,0,3084,349,1019,22,False,3.95684,0.294994,True,19,0,True,0.9925
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,69,4,18277,5725,1973,280,False,1.62928,0.314688,True,82,0,True,1
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1853,66,15193,1864,4054,480,False,4.08773,13.0426,True,53,0,True,0.8935
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,621,47,3084,349,3140,795,False,-6.50085,-4.02469,True,19,0,True,0.936
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,2474,253,18277,5725,7194,2023,False,2.40157,8.00177,True,82,0,True,0.775
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,700,22,28623,5466,1596,254,False,1.11213,1.83586,True,53,0,True,0.907
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,468,222,7112,2395,1545,2649,False,-14.2797,-10.5298,True,19,0,True,0.974
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,1168,301,35735,13745,3141,3405,False,-1.8528,-0.537237,True,82,0,True,0.8765
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,133,6,13570,998,1189,188,False,-0.369312,0.523541,False,53,0,True,0.3575
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,50,2,9704,2595,867,161,False,-0.362035,0.568171,False,19,1,False,0.442
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,183,21,23274,6934,2056,661,False,0.109888,0.573451,True,82,7,False,0.557
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,129,4,69000,10500,351,51,False,0.0245818,0.148861,True,53,0,True,0.7915
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,34,1,22500,6000,141,24,False,0.0709678,0.134444,True,19,0,True,0.8755
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,163,27,91500,31500,492,157,False,0.0328803,0.0924278,True,82,0,True,0.922
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,231,76,10807,1362,1178,379,False,-1.2156,-0.465575,True,53,1,False,0.605
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,30,12,2782,990,68,34,False,-0.101388,0.997141,False,19,1,False,0.527
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,261,151,13589,4886,1246,682,False,-1.03988,0.46609,False,82,0,True,0.3775
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,15,1,69000,10500,4583,527,False,0.879971,0.0122153,True,53,0,True,0.8355
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,1,0,22500,6000,1183,124,True,0.925048,0.00444444,True,19,1,False,0.6435
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,16,5,91500,31500,5766,1675,False,0.593735,0.00161332,True,82,2,False,0.6465
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,640,41,15193,1864,5600,521,False,2.61547,1.29773,True,53,0,True,0.962
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,103,6,3084,349,1381,149,False,2.78266,0.765951,True,19,0,True,0.826
+loco,locoL_fullsat_s20000_K1000,pretrained full FT 20k (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,743,175,18277,5725,6981,2501,False,2.17772,0.837495,True,82,0,True,0.9435
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,55,11,11904,2028,3223,94,False,5.33637,-0.228766,False,53,0,True,0.0785
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,15,0,2414,310,2051,25,False,7.83391,0.828166,True,19,0,True,0.987
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,70,24,14318,5176,5274,483,False,5.84451,0.125486,True,82,1,False,0.714
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,103,14,39389,6301,928,121,False,0.384848,0.0541162,True,53,0,True,0.775
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,27,4,8056,2680,606,289,False,0.117016,0.38444,True,19,4,False,0.569
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,130,38,47445,16886,1534,1005,False,-0.131361,0.106714,False,82,2,False,0.3985
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,93,14,29481,4443,1562,257,False,0.416215,0.0294624,True,53,2,False,0.5985
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,21,3,5724,2031,751,495,False,-0.716148,0.491832,False,19,1,False,0.322
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,114,29,35205,12388,2313,1637,False,-0.514572,0.167099,False,82,1,False,0.255
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,551,50,29481,4443,1725,439,False,-0.061146,0.871799,False,53,2,False,0.4025
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,170,17,5724,2031,1130,542,False,-0.177789,3.06304,False,19,3,False,0.4715
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,721,141,35205,12388,2855,1938,False,-0.623108,1.17743,False,82,1,False,0.249
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,2108,20,69000,10500,3601,90,False,0.974356,2.8646,True,53,0,True,1
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,1632,45,22500,6000,2779,1000,False,-0.135895,6.50333,False,19,7,False,0.4725
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,3740,151,91500,31500,6380,2043,False,0.286025,3.60807,True,82,1,False,0.653
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,2632,70,69000,10500,6908,437,False,1.37233,3.14783,True,53,0,True,1
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,1917,144,22500,6000,4664,2087,False,-1.43567,6.12,False,19,1,False,0.4085
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,4549,419,91500,31500,11572,4586,False,-0.0553133,3.64143,False,82,2,False,0.493
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,401,1,11904,2028,7405,12,False,11.8905,3.03337,True,53,0,True,1
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,106,0,2414,310,1776,1,False,13.87,1.66333,True,19,0,True,1
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,507,23,14318,5176,9181,2230,False,7.48949,2.47466,True,82,0,True,0.9595
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,34,1,11904,2028,1026,49,False,1.13144,0.316222,True,53,0,True,1
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,12,0,2414,310,1096,27,False,4.62411,0.248116,True,19,0,True,0.9975
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,46,2,14318,5176,2122,276,False,1.9109,0.305843,True,82,0,True,1
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,2077,197,11904,2028,4308,536,False,4.7445,15.553,True,53,0,True,0.921
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,539,38,2414,310,3428,857,False,-6.44132,-8.44895,True,19,0,True,0.962
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,2616,466,14318,5176,7736,2195,False,3.20035,8.24067,True,82,0,True,0.841
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,817,13,29481,4443,1380,242,False,0.923594,2.16305,True,53,0,True,0.8865
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,756,265,5724,2031,1384,2557,False,-14.0214,-8.74671,True,19,0,True,0.918
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,1573,402,35205,12388,2764,3267,False,-1.90417,-0.264655,True,82,1,False,0.834
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,141,18,14849,1194,1148,175,False,-0.104258,-0.372525,True,53,3,False,0.531
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,58,12,11367,2858,810,145,False,-0.107201,0.116621,False,19,7,False,0.702
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,199,49,26216,7664,1958,615,False,0.409173,0.122246,True,82,0,True,0.662
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,269,12,69000,10500,348,53,False,0.0222734,0.275569,True,53,0,True,0.774
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,67,7,22500,6000,143,23,False,0.0760073,0.181111,True,19,0,True,0.88
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,336,65,91500,31500,491,157,False,0.0320346,0.160864,True,82,0,True,0.9005
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,229,37,9642,981,1126,350,False,-1.08551,2.10072,False,53,0,True,0.098
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,18,6,2154,751,61,31,False,-0.0997126,0.50984,False,19,2,False,0.5765
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,247,83,11796,3938,1187,641,False,-0.930413,1.88022,False,82,0,True,0.0835
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,16,2,69000,10500,4498,493,False,0.897654,0.00414079,True,53,0,True,0.6155
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,2,0,22500,6000,1133,130,True,0.858203,0.00888889,True,19,0,True,0.883
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,18,6,91500,31500,5631,1604,False,0.585927,0.000624512,True,82,35,False,0.5745
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,452,48,11904,2028,6103,546,False,3.12917,1.35744,True,53,0,True,0.993
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,62,4,2414,310,1518,159,False,2.84653,0.159356,True,19,4,False,0.585
+loco,locoL_fullsat_s108500_K1000,pretrained full FT 108.5k saturated (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,514,138,14318,5176,7621,2795,False,2.27403,0.734572,True,82,0,True,0.9145
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,82,17,13649,1447,3794,144,False,6.1358,-0.371072,False,53,0,True,0.125
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,19,0,3547,426,2339,40,False,9.36759,0.373139,True,19,0,True,0.999
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,101,25,17196,5228,6133,655,False,6.90922,0.145194,True,82,0,True,0.792
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,26,1,42758,8098,1216,151,False,0.508512,0.0520872,True,53,0,True,0.998
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,15,0,11911,3438,784,454,False,-0.242731,0.107439,False,19,1,False,0.4395
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,41,4,54669,19579,2000,1461,False,-0.366779,0.0506825,False,82,1,False,0.312
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,51,5,32341,5474,2401,422,False,0.457886,0.0742694,True,53,0,True,0.9565
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,19,0,8795,2354,1011,751,False,-1.42438,0.22034,False,19,1,False,0.304
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,70,16,41136,13880,3412,2465,False,-0.90203,0.0509732,False,82,1,False,0.29
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,222,38,32341,5474,1725,439,False,-0.061146,0.020872,False,53,5,False,0.474
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,85,11,8795,2354,1130,542,False,-0.177789,0.580598,False,19,3,False,0.4555
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,307,86,41136,13880,2855,1938,False,-0.623108,0.122832,False,82,1,False,0.3025
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,407,16,69000,10500,3601,90,False,0.974356,0.437474,True,53,0,True,0.9995
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,369,9,22500,6000,2779,1000,False,-0.135895,1.49,False,19,7,False,0.4665
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,776,79,91500,31500,6380,2043,False,0.286025,0.597294,True,82,1,False,0.646
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,686,53,69000,10500,11716,991,False,1.8788,0.489441,True,53,0,True,1
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,523,59,22500,6000,7674,3047,False,-1.17654,1.34111,False,19,1,False,0.456
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,1209,252,91500,31500,19390,7384,False,0.101632,0.521311,True,82,20,False,0.5705
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,408,0,13649,1447,12017,56,False,18.969,2.16881,True,53,0,True,1
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,57,0,3547,426,2757,7,False,22.0349,0.978161,True,19,0,True,1
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,465,130,17196,5228,14774,3938,False,11.4005,0.878552,True,82,0,True,0.846
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,34,1,13649,1447,2156,107,False,2.15031,0.241873,True,53,0,True,1
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,16,0,3547,426,1801,53,False,7.85999,0.421274,True,19,0,True,0.999
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,50,5,17196,5228,3957,644,False,3.33779,0.242357,True,82,0,True,1
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1480,49,13649,1447,9490,1676,False,-0.187063,10.6779,False,53,33,False,0.479
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,547,86,3547,426,6227,1520,False,-5.94738,-3.48946,True,19,0,True,0.8995
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,2027,241,17196,5228,15717,5660,False,1.76736,5.48288,True,82,0,True,0.781
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,518,0,32341,5474,3234,542,False,1.69929,1.31684,True,53,0,True,0.9
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,677,157,8795,2354,2623,3251,False,-15.6424,-2.8478,True,19,0,True,0.862
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,1195,179,41136,13880,5857,4828,False,-1.65018,0.583456,False,82,2,False,0.7195
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,87,7,10618,722,1804,286,False,-0.839804,0.0992923,False,53,3,False,0.371
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,30,9,6418,1997,1435,291,False,-1.17785,-0.0397065,True,19,1,False,0.649
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,117,39,17036,5899,3239,1070,False,-0.134279,0.153105,False,82,4,False,0.4795
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,77,3,69000,10500,391,69,False,0.00511079,0.0830228,True,53,5,False,0.564
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,37,3,22500,6000,159,29,False,0.0752368,0.114444,True,19,0,True,0.8675
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,114,34,91500,31500,550,191,False,0.0282617,0.0166537,True,82,0,True,0.712
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,180,25,12432,1724,1249,419,False,-1.46039,2.13541,False,53,0,True,0.056
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,26,7,3436,1014,71,44,False,-0.25386,1.12135,False,19,1,False,0.4635
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,206,64,15868,5184,1320,771,False,-1.21518,1.68078,False,82,0,True,0.0395
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,76,5,69000,10500,8326,1095,False,1.26817,0.0625259,True,53,0,True,0.9625
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,15,0,22500,6000,2362,299,False,1.7244,0.0666667,True,19,0,True,0.992
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,91,15,91500,31500,10688,3649,False,0.70123,0.0518345,True,82,0,True,0.809
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,448,18,13649,1447,12569,1290,False,4.68696,1.2448,True,53,0,True,0.96
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,78,6,3547,426,3420,505,False,4.08414,0.517422,True,19,0,True,0.687
+loco,locoL_scratchsat_s50000_K1000,scratch 50k (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,526,92,17196,5228,15989,7340,False,1.64796,0.8732,True,82,0,True,0.728
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,85,4,13944,1372,3794,144,False,6.1358,0.147085,True,53,0,True,0.792
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,15,2,3617,509,2339,40,False,9.36759,-0.193589,False,19,0,True,0.252
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,100,14,17561,5307,6133,655,False,6.90922,0.163744,True,82,0,True,0.9255
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,50,1,40939,7701,1216,151,False,0.508512,0.116984,True,53,0,True,0.9995
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,31,2,11222,3129,784,454,False,-0.242731,0.21302,False,19,1,False,0.426
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,81,7,52161,18516,2000,1461,False,-0.366779,0.12972,False,82,1,False,0.28
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,63,5,31365,5366,2401,422,False,0.457886,0.126639,True,53,0,True,0.9685
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,35,3,8541,2034,1011,751,False,-1.42438,0.300793,False,19,1,False,0.3455
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,98,15,39906,13140,3412,2465,False,-0.90203,0.147644,False,82,1,False,0.2145
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,249,30,31365,5366,1725,439,False,-0.061146,0.27557,False,53,2,False,0.4465
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,107,16,8541,2034,1130,542,False,-0.177789,0.579026,False,19,3,False,0.441
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,356,88,39906,13140,2855,1938,False,-0.623108,0.188439,False,82,1,False,0.285
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,553,29,69000,10500,3601,90,False,0.974356,0.525259,True,53,0,True,0.9995
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,508,22,22500,6000,2779,1000,False,-0.135895,1.89111,False,19,7,False,0.4665
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,1061,126,91500,31500,6380,2043,False,0.286025,0.759563,True,82,1,False,0.64
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,791,60,69000,10500,11716,991,False,1.8788,0.574948,True,53,0,True,0.9995
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,651,66,22500,6000,7674,3047,False,-1.17654,1.79333,False,19,1,False,0.4465
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,1442,272,91500,31500,19390,7384,False,0.101632,0.712464,True,82,20,False,0.5705
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,291,2,13944,1372,12017,56,False,18.969,1.3975,True,53,0,True,1
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,35,0,3617,509,2757,7,False,22.0349,0.783284,True,19,0,True,1
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,326,122,17561,5307,14774,3938,False,11.4005,0.410867,True,82,0,True,0.768
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,18,0,13944,1372,2156,107,False,2.15031,0.13082,True,53,0,True,1
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,2,0,3617,509,1801,53,True,7.85999,0.034904,True,19,1,False,0.644
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,20,1,17561,5307,3957,644,False,3.33779,0.0998165,True,82,0,True,1
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1211,51,13944,1372,9490,1676,False,-0.187063,8.94096,False,53,33,False,0.4915
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,463,103,3617,509,6227,1520,False,-5.94738,-5.31955,True,19,0,True,0.9255
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,1674,244,17561,5307,15717,5660,False,1.76736,5.52748,True,82,0,True,0.7325
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,372,4,31365,5366,3234,542,False,1.69929,0.949829,True,53,0,True,0.9045
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,565,112,8541,2034,2623,3251,False,-15.6424,-2.03053,True,19,0,True,0.8765
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,937,141,39906,13140,5857,4828,False,-1.65018,0.465113,False,82,2,False,0.702
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,94,8,11414,1091,1804,286,False,-0.839804,-0.227651,True,53,1,False,0.6325
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,40,8,6688,2148,1435,291,False,-1.17785,0.255976,False,19,1,False,0.488
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,134,42,18102,6482,3239,1070,False,-0.134279,-0.106436,True,82,4,False,0.572
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,206,9,69000,10500,391,69,False,0.00511079,0.212836,True,53,5,False,0.5455
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,114,24,22500,6000,159,29,False,0.0752368,0.106667,True,19,0,True,0.7015
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,320,79,91500,31500,550,191,False,0.0282617,0.0989331,True,82,0,True,0.834
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,200,30,11993,1783,1249,419,False,-1.46039,1.20591,False,53,0,True,0.1295
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,33,7,3420,891,71,44,False,-0.25386,0.716357,False,19,1,False,0.4295
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,233,73,15413,5008,1320,771,False,-1.21518,0.758143,False,82,0,True,0.121
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,32,2,69000,10500,8326,1095,False,1.26817,0.0273292,True,53,0,True,0.8745
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,4,0,22500,6000,2362,299,True,1.7244,0.0177778,True,19,0,True,0.954
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,36,8,91500,31500,10688,3649,False,0.70123,0.0139474,True,82,0,True,0.8285
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,381,14,13944,1372,12569,1290,False,4.68696,1.5752,True,53,0,True,0.9695
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,70,8,3617,509,3420,505,False,4.08414,0.170553,True,19,2,False,0.6365
+loco,locoL_scratchsat_s100000_K1000,scratch 100k (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,451,86,17561,5307,15989,7340,False,1.64796,1.05398,True,82,0,True,0.7285
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,74,4,15214,1291,3794,144,False,6.1358,0.016957,True,53,11,False,0.5515
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,19,0,4043,590,2339,40,False,9.36759,0.3296,True,19,0,True,1
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,93,13,19257,5461,6133,655,False,6.90922,0.201521,True,82,0,True,0.9415
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,27,0,39656,7823,1216,151,False,0.508512,0.0709479,True,53,0,True,1
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,16,0,10564,2721,784,454,False,-0.242731,0.14373,False,19,1,False,0.432
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,43,3,50220,17759,2000,1461,False,-0.366779,0.0658359,False,82,1,False,0.3075
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,47,3,30828,5645,2401,422,False,0.457886,0.109332,True,53,0,True,0.961
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,19,1,8050,1722,1011,751,False,-1.42438,0.145764,False,19,1,False,0.3345
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,66,8,38878,12884,3412,2465,False,-0.90203,0.108022,False,82,1,False,0.2225
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,263,34,30828,5645,1725,439,False,-0.061146,0.322708,False,53,2,False,0.4155
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,118,12,8050,1722,1130,542,False,-0.177789,0.664692,False,19,3,False,0.4635
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,381,88,38878,12884,2855,1938,False,-0.623108,0.241065,False,82,1,False,0.262
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,653,27,69000,10500,3601,90,False,0.974356,0.689234,True,53,0,True,1
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,550,44,22500,6000,2779,1000,False,-0.135895,1.71111,False,19,7,False,0.4465
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,1203,192,91500,31500,6380,2043,False,0.286025,0.70523,True,82,1,False,0.6475
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,857,48,69000,10500,11716,991,False,1.8788,0.784886,True,53,0,True,1
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,682,82,22500,6000,7674,3047,False,-1.17654,1.66444,False,19,1,False,0.439
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,1539,302,91500,31500,19390,7384,False,0.101632,0.723237,True,82,20,False,0.572
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,299,0,15214,1291,12017,56,False,18.969,1.49777,True,53,0,True,1
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,42,0,4043,590,2757,7,False,22.0349,0.716227,True,19,0,True,1
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,341,96,19257,5461,14774,3938,False,11.4005,0.661685,True,82,0,True,0.8965
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,15,0,15214,1291,2156,107,False,2.15031,0.0775361,True,53,0,True,1
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,4,0,4043,590,1801,53,True,7.85999,0.0527847,True,19,0,True,0.9875
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,19,1,19257,5461,3957,644,False,3.33779,0.0578052,True,82,0,True,0.985
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1529,47,15214,1291,9490,1676,False,-0.187063,10.092,False,53,33,False,0.4885
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,542,133,4043,590,6227,1520,False,-5.94738,-7.1532,True,19,0,True,0.9295
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,2071,302,19257,5461,15717,5660,False,1.76736,5.75262,True,82,0,True,0.7345
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,420,1,30828,5645,3234,542,False,1.69929,1.14528,True,53,0,True,0.9015
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,577,101,8050,1722,2623,3251,False,-15.6424,-3.11735,True,19,0,True,0.877
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,997,119,38878,12884,5857,4828,False,-1.65018,0.416876,False,82,2,False,0.7495
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,122,17,11943,1123,1804,286,False,-0.839804,-0.597757,True,53,0,True,0.702
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,33,8,7122,2510,1435,291,False,-1.17785,0.246161,False,19,1,False,0.3375
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,155,46,19065,7350,3239,1070,False,-0.134279,0.08477,False,82,5,False,0.5235
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,112,4,69000,10500,391,69,False,0.00511079,0.124224,True,53,5,False,0.5695
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,55,4,22500,6000,159,29,False,0.0752368,0.177778,True,19,0,True,0.862
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,167,34,91500,31500,550,191,False,0.0282617,0.0745772,True,82,0,True,0.858
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,184,23,11371,1758,1249,419,False,-1.46039,2.07452,False,53,0,True,0.0185
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,25,6,3154,705,71,44,False,-0.25386,0.614091,False,19,1,False,0.5295
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,209,62,14525,4603,1320,771,False,-1.21518,1.16272,False,82,0,True,0.1095
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,22,1,69000,10500,8326,1095,False,1.26817,0.0223602,True,53,0,True,0.9495
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,4,0,22500,6000,2362,299,True,1.7244,0.0177778,True,19,0,True,0.986
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,26,7,91500,31500,10688,3649,False,0.70123,0.00619308,True,82,0,True,0.74
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,290,14,15214,1291,12569,1290,False,4.68696,0.66675,True,53,0,True,0.8635
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,52,1,4043,590,3420,505,False,4.08414,0.723203,True,19,0,True,0.852
+loco,locoL_scratchsat_s150000_K1000,scratch 150k (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,342,44,19257,5461,15989,7340,False,1.64796,0.896919,True,82,0,True,0.735
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,61,2,12841,1206,3794,144,False,6.1358,0.254208,True,53,0,True,0.932
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,12,1,3173,457,2339,40,False,9.36759,-0.133117,False,19,1,False,0.335
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,73,13,16014,4794,6133,655,False,6.90922,0.0811288,True,82,0,True,0.7385
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling T/NK,adult sepsis vs adult HC,46,7,False,22,0,42154,7912,1216,151,False,0.508512,0.0548907,True,53,0,True,1
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,12,0,11321,2939,784,454,False,-0.242731,0.0893602,False,19,1,False,0.4245
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling T/NK,all sepsis vs all controls,61,21,False,34,1,53475,18543,2000,1461,False,-0.366779,0.059022,False,82,1,False,0.2965
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,31,3,32954,5726,2401,422,False,0.457886,0.0379194,True,53,0,True,0.837
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,17,2,8717,2003,1011,751,False,-1.42438,0.0587239,False,19,1,False,0.6
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,48,8,41671,13638,3412,2465,False,-0.90203,0.0355862,False,82,1,False,0.354
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Proliferating T (label),adult sepsis vs adult HC,46,7,False,268,37,32954,5726,1725,439,False,-0.061146,0.239705,False,53,2,False,0.4335
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,110,21,8717,2003,1130,542,False,-0.177789,0.159033,False,19,5,False,0.5135
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Proliferating T (label),all sepsis vs all controls,61,21,False,378,95,41671,13638,2855,1938,False,-0.623108,0.178372,False,82,1,False,0.3165
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Plasmablast (label),adult sepsis vs adult HC,46,7,False,700,32,69000,10500,3601,90,False,0.974356,0.709731,True,53,0,True,1
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,631,52,22500,6000,2779,1000,False,-0.135895,1.93778,False,19,7,False,0.484
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Plasmablast (label),all sepsis vs all controls,61,21,False,1331,206,91500,31500,6380,2043,False,0.286025,0.800677,True,82,1,False,0.62
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Plasmablast (markers),adult sepsis vs adult HC,46,7,False,863,50,69000,10500,11716,991,False,1.8788,0.774534,True,53,0,True,0.9995
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,730,77,22500,6000,7674,3047,False,-1.17654,1.96111,False,19,1,False,0.45
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Plasmablast (markers),all sepsis vs all controls,61,21,False,1593,298,91500,31500,19390,7384,False,0.101632,0.794952,True,82,20,False,0.55
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,218,0,12841,1206,12017,56,False,18.969,1.18398,True,53,0,True,1
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,35,0,3173,457,2757,7,False,22.0349,0.921352,True,19,0,True,1
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,253,104,16014,4794,14774,3938,False,11.4005,0.387068,True,82,0,True,0.7655
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,12,1,12841,1206,2156,107,False,2.15031,0.12156,True,53,0,True,0.974
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,5,0,3173,457,1801,53,True,7.85999,0.132157,True,19,0,True,0.9625
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,17,4,16014,4794,3957,644,False,3.33779,0.113807,True,82,0,True,0.994
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1247,35,12841,1206,9490,1676,False,-0.187063,10.4725,False,53,33,False,0.4845
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,421,89,3173,457,6227,1520,False,-5.94738,-2.92707,True,19,0,True,0.8965
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,1668,221,16014,4794,15717,5660,False,1.76736,6.50777,True,82,0,True,0.7015
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),ISG-high T,adult sepsis vs adult HC,46,7,False,481,6,32954,5726,3234,542,False,1.69929,1.13799,True,53,0,True,0.9115
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,555,121,8717,2003,2623,3251,False,-15.6424,-3.10195,True,19,0,True,0.8715
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),ISG-high T,all sepsis vs all controls,61,21,False,1036,152,41671,13638,5857,4828,False,-1.65018,0.400488,False,82,2,False,0.755
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),DN2 / ABC B,adult sepsis vs adult HC,46,7,False,106,13,11999,1132,1804,286,False,-0.839804,-0.332064,True,53,0,True,0.6505
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,35,9,7323,2456,1435,291,False,-1.17785,0.127615,False,19,2,False,0.615
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),DN2 / ABC B,all sepsis vs all controls,61,21,False,141,47,19322,7333,3239,1070,False,-0.134279,0.00331302,False,82,28,False,0.542
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),HSPC,adult sepsis vs adult HC,46,7,False,123,6,69000,10500,391,69,False,0.00511079,0.121118,True,53,5,False,0.5675
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),HSPC,paediatric sepsis vs paediatric HC,15,4,False,41,6,22500,6000,159,29,False,0.0752368,0.0822222,True,19,0,True,0.8825
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),HSPC,all sepsis vs all controls,61,21,False,164,39,91500,31500,550,191,False,0.0282617,0.0554254,True,82,0,True,0.837
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,205,16,12308,1898,1249,419,False,-1.46039,2.56516,False,53,0,True,0.0075
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,32,2,3340,770,71,44,False,-0.25386,1.60512,False,19,1,False,0.3165
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,237,52,15648,4958,1320,771,False,-1.21518,1.44665,False,82,0,True,0.064
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,25,1,69000,10500,8326,1095,False,1.26817,0.0267081,True,53,0,True,0.9495
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,5,2,22500,6000,2362,299,True,1.7244,-0.0111111,False,19,0,True,0.289
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,30,5,91500,31500,10688,3649,False,0.70123,0.0169139,True,82,0,True,0.813
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,249,12,12841,1206,12569,1290,False,4.68696,0.957636,True,53,0,True,0.9675
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,38,4,3173,457,3420,505,False,4.08414,-0.121156,False,19,2,False,0.4885
+loco,locoL_scratchsat_s162000_K1000,scratch 162k final (cross-cohort),Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,287,54,16014,4794,15989,7340,False,1.64796,0.735162,True,82,0,True,0.7115
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,449,47,13060,1245,3692,136,False,6.09087,-0.467489,False,53,1,False,0.367
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,121,1,3124,369,2291,37,False,9.1817,1.3608,True,19,0,True,0.986
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,570,99,16184,5027,5983,629,False,6.82015,0.40381,True,82,0,True,0.7605
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling T/NK,adult sepsis vs adult HC,46,7,False,124,14,43294,8248,1171,146,False,0.486571,0.170015,True,53,0,True,0.964
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,40,10,12279,4045,763,427,False,-0.174388,0.173196,False,19,1,False,0.3865
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling T/NK,all sepsis vs all controls,61,21,False,164,47,55573,20627,1934,1397,False,-0.340345,0.134749,False,82,1,False,0.335
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,128,15,40009,7765,2223,390,False,0.439918,0.169901,True,53,0,True,0.944
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,36,5,11571,3883,956,702,False,-1.30591,0.250165,False,19,1,False,0.2765
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,164,41,51580,19452,3179,2299,False,-0.834913,0.149517,False,82,1,False,0.2405
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Proliferating T (label),adult sepsis vs adult HC,46,7,False,370,73,40009,7765,1725,439,False,-0.061146,0.0834559,False,53,3,False,0.5435
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,152,40,11571,3883,1130,542,False,-0.177789,0.248811,False,19,4,False,0.4055
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Proliferating T (label),all sepsis vs all controls,61,21,False,522,181,51580,19452,2855,1938,False,-0.623108,0.180804,False,82,1,False,0.3685
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Plasmablast (label),adult sepsis vs adult HC,46,7,False,421,8,69000,10500,3601,90,False,0.974356,0.533954,True,53,0,True,1
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,225,6,22500,6000,2779,1000,False,-0.135895,0.9,False,19,7,False,0.4575
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Plasmablast (label),all sepsis vs all controls,61,21,False,646,66,91500,31500,6380,2043,False,0.286025,0.496487,True,82,1,False,0.667
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Plasmablast (markers),adult sepsis vs adult HC,46,7,False,567,19,69000,10500,10788,875,False,1.78264,0.640787,True,53,0,True,1
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,316,14,22500,6000,7043,2902,False,-1.40341,1.17111,False,19,1,False,0.436
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Plasmablast (markers),all sepsis vs all controls,61,21,False,883,115,91500,31500,17831,6889,False,0.020973,0.599948,True,82,28,False,0.5315
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,1180,1,13060,1245,11179,44,False,17.7843,4.36427,True,53,0,True,1
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,841,0,3124,369,2546,6,False,19.6,10.6767,True,19,0,True,0.9995
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,2021,108,16184,5027,13725,3611,False,10.5703,4.90941,True,82,0,True,0.97
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,160,2,13060,1245,1876,87,False,1.93667,0.524211,True,53,0,True,0.9675
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,67,1,3124,369,1638,45,False,6.76193,0.727078,True,19,0,True,0.93
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,227,8,16184,5027,3514,542,False,2.90796,0.525918,True,82,0,True,0.9845
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1207,30,13060,1245,8278,1402,False,1.33608,6.11795,True,53,3,False,0.6225
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,544,81,3124,369,5591,1373,False,-6.51661,-3.77049,True,19,0,True,0.898
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,1751,206,16184,5027,13869,4834,False,2.18474,3.7121,True,82,0,True,0.788
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",ISG-high T,adult sepsis vs adult HC,46,7,False,361,11,40009,7765,2840,461,False,1.61303,0.882153,True,53,0,True,0.8965
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,302,196,11571,3883,2412,3142,False,-15.4458,-3.44992,True,19,0,True,0.957
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",ISG-high T,all sepsis vs all controls,61,21,False,663,235,51580,19452,5252,4511,False,-1.67388,0.0733312,False,82,5,False,0.799
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",DN2 / ABC B,adult sepsis vs adult HC,46,7,False,214,26,9724,859,1672,273,False,-0.874056,-0.572847,True,53,1,False,0.6025
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,82,10,6524,1542,1321,271,False,-1.09148,0.844572,False,19,1,False,0.405
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",DN2 / ABC B,all sepsis vs all controls,61,21,False,296,67,16248,5123,2993,1001,False,-0.122988,0.370635,False,82,3,False,0.5155
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",HSPC,adult sepsis vs adult HC,46,7,False,69,0,69000,10500,387,69,False,0.00388202,0.1,True,53,7,False,0.568
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",HSPC,paediatric sepsis vs paediatric HC,15,4,False,14,5,22500,6000,156,26,False,0.0821834,-0.0211111,False,19,1,False,0.3715
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",HSPC,all sepsis vs all controls,61,21,False,83,24,91500,31500,543,184,False,0.0302899,0.0145199,True,82,0,True,0.626
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,299,113,18428,3333,1230,412,False,-1.42563,-2.11151,True,53,0,True,0.9795
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,38,15,5392,2035,70,43,False,-0.255986,-0.0959709,True,19,2,False,0.564
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,337,181,23820,9413,1300,758,False,-1.20444,-0.60586,True,82,0,True,0.902
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,63,6,69000,10500,7606,976,False,1.19625,0.0341615,True,53,0,True,0.7795
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,16,2,22500,6000,2119,264,False,1.56096,0.0377778,True,19,0,True,0.8115
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,79,27,91500,31500,9725,3236,False,0.694001,0.000624512,True,82,31,False,0.5575
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,1565,73,13060,1245,10916,1107,False,4.45801,3.92598,True,53,0,True,0.97
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,280,8,3124,369,2976,413,False,4.29589,5.38357,True,19,0,True,0.904
+loco,lora_n5__raw,"own-cohort pretrained LoRA (5 pairs, cross-fitted)",Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,1845,349,16184,5027,13892,6160,False,2.17664,2.43822,True,82,0,True,0.8225
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",C1Q-high monocyte (reference),adult sepsis vs adult HC,46,7,False,481,18,14056,1543,3688,135,False,6.06416,1.89251,True,53,0,True,0.999
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",C1Q-high monocyte (reference),paediatric sepsis vs paediatric HC,15,4,False,122,1,3325,524,2285,39,False,9.07054,3.12043,True,19,0,True,1
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",C1Q-high monocyte (reference),all sepsis vs all controls,61,21,False,603,73,17381,5342,5973,626,False,6.77041,2.04595,True,82,0,True,1
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling T/NK,adult sepsis vs adult HC,46,7,False,158,28,42538,8068,1216,151,False,0.508512,0.0735354,True,53,0,True,0.7375
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling T/NK,paediatric sepsis vs paediatric HC,15,4,False,163,31,11841,4618,784,454,False,-0.242731,0.546941,False,19,1,False,0.461
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling T/NK,all sepsis vs all controls,61,21,False,321,84,54379,21199,2000,1461,False,-0.366779,0.216932,False,82,1,False,0.332
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling activated T (CD38/HLA-DR),adult sepsis vs adult HC,46,7,False,159,24,37951,6885,2393,419,False,0.463541,0.12978,True,53,0,True,0.9
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling activated T (CD38/HLA-DR),paediatric sepsis vs paediatric HC,15,4,False,169,27,11014,4230,1011,748,False,-1.40808,0.714807,False,19,1,False,0.3185
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling activated T (CD38/HLA-DR),all sepsis vs all controls,61,21,False,328,68,48965,18885,3404,2456,False,-0.894677,0.341413,False,82,1,False,0.226
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Proliferating T (label),adult sepsis vs adult HC,46,7,False,374,78,37951,6885,1725,439,False,-0.061146,0.0027982,False,53,18,False,0.5215
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Proliferating T (label),paediatric sepsis vs paediatric HC,15,4,False,283,57,11014,4230,1130,542,False,-0.177789,0.935883,False,19,3,False,0.5225
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Proliferating T (label),all sepsis vs all controls,61,21,False,657,189,48965,18885,2855,1938,False,-0.623108,0.408682,False,82,1,False,0.274
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Plasmablast (label),adult sepsis vs adult HC,46,7,False,704,21,69000,10500,3601,90,False,0.974356,0.82029,True,53,0,True,1
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Plasmablast (label),paediatric sepsis vs paediatric HC,15,4,False,527,21,22500,6000,2779,1000,False,-0.135895,1.99222,False,19,7,False,0.4825
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Plasmablast (label),all sepsis vs all controls,61,21,False,1231,100,91500,31500,6380,2043,False,0.286025,1.02789,True,82,1,False,0.68
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Plasmablast (markers),adult sepsis vs adult HC,46,7,False,915,37,69000,10500,11242,955,False,1.78845,0.973706,True,53,0,True,1
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Plasmablast (markers),paediatric sepsis vs paediatric HC,15,4,False,692,44,22500,6000,7387,2989,False,-1.30273,2.34222,False,19,1,False,0.429
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Plasmablast (markers),all sepsis vs all controls,61,21,False,1607,196,91500,31500,18629,7179,False,0.0407662,1.13406,True,82,25,False,0.5225
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",MS1 monocyte (IL1R2+),adult sepsis vs adult HC,46,7,False,1627,2,14056,1543,11171,48,False,17.5023,10.8772,True,53,0,True,1
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",MS1 monocyte (IL1R2+),paediatric sepsis vs paediatric HC,15,4,False,554,1,3325,524,2544,4,False,20.5808,13.7019,True,19,0,True,1
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",MS1 monocyte (IL1R2+),all sepsis vs all controls,61,21,False,2181,326,17381,5342,13715,3647,False,10.527,8.69013,True,82,0,True,0.9635
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling monocyte (Ye 2026),adult sepsis vs adult HC,46,7,False,137,2,14056,1543,1873,90,False,1.94396,0.58023,True,53,0,True,0.999
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling monocyte (Ye 2026),paediatric sepsis vs paediatric HC,15,4,False,33,1,3325,524,1636,45,False,7.03289,0.99843,True,19,0,True,0.951
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cycling monocyte (Ye 2026),all sepsis vs all controls,61,21,False,170,19,17381,5342,3509,547,False,3.00691,0.480044,True,82,0,True,0.9745
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",ISG-high monocyte (positive control),adult sepsis vs adult HC,46,7,False,1292,54,14056,1543,8240,1373,False,1.51813,3.80521,True,53,2,False,0.654
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",ISG-high monocyte (positive control),paediatric sepsis vs paediatric HC,15,4,False,828,74,3325,524,5620,1380,False,-7.28552,-12.7021,True,19,0,True,0.925
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",ISG-high monocyte (positive control),all sepsis vs all controls,61,21,False,2120,212,17381,5342,13860,4805,False,2.03592,0.730005,True,82,2,False,0.799
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",ISG-high T,adult sepsis vs adult HC,46,7,False,299,26,37951,6885,3214,538,False,1.69229,0.448746,True,53,0,True,0.93
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",ISG-high T,paediatric sepsis vs paediatric HC,15,4,False,413,604,11014,4230,2608,3243,False,-15.622,-7.75484,True,19,0,True,0.9725
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",ISG-high T,all sepsis vs all controls,61,21,False,712,666,48965,18885,5822,4812,False,-1.65346,-0.924509,True,82,0,True,0.928
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",DN2 / ABC B,adult sepsis vs adult HC,46,7,False,138,23,9133,564,1691,270,False,-0.881887,-2.27677,True,53,0,True,0.7575
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",DN2 / ABC B,paediatric sepsis vs paediatric HC,15,4,False,55,15,6769,702,1344,276,False,-1.11942,-1.45529,True,19,1,False,0.679
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",DN2 / ABC B,all sepsis vs all controls,61,21,False,193,56,15902,3994,3035,1001,False,-0.120589,-0.728926,True,82,4,False,0.576
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",HSPC,adult sepsis vs adult HC,46,7,False,30,11,69000,10500,387,68,False,0.00546745,-0.0612836,False,53,5,False,0.4885
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",HSPC,paediatric sepsis vs paediatric HC,15,4,False,8,1,22500,6000,157,29,True,0.0732411,0.0188889,True,19,0,True,0.6945
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",HSPC,all sepsis vs all controls,61,21,False,38,23,91500,31500,544,188,False,0.0281676,-0.0314858,False,82,0,True,0.194
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cytotoxic CD4 T,adult sepsis vs adult HC,46,7,False,356,151,17362,2655,1249,419,False,-1.46039,-3.62305,True,53,0,True,0.992
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cytotoxic CD4 T,paediatric sepsis vs paediatric HC,15,4,False,26,8,4716,1677,71,44,False,-0.25386,0.165051,False,19,4,False,0.5755
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Cytotoxic CD4 T,all sepsis vs all controls,61,21,False,382,227,22078,8168,1320,771,False,-1.21518,-1.19358,True,82,0,True,0.9725
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Granulocyte-like (LDG),adult sepsis vs adult HC,46,7,False,118,13,69000,10500,7984,1038,False,1.2403,0.047205,True,53,0,True,0.7515
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Granulocyte-like (LDG),paediatric sepsis vs paediatric HC,15,4,False,57,2,22500,6000,2236,290,False,1.61267,0.22,True,19,0,True,0.979
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Granulocyte-like (LDG),all sepsis vs all controls,61,21,False,175,21,91500,31500,10220,3460,False,0.687428,0.12459,True,82,0,True,0.8195
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Platelet signal in monocytes (negative control),adult sepsis vs adult HC,46,7,False,1521,111,14056,1543,10975,1091,False,4.4928,3.32097,True,53,0,True,0.9765
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Platelet signal in monocytes (negative control),paediatric sepsis vs paediatric HC,15,4,False,309,35,3325,524,2946,401,False,4.28718,1.97137,True,19,0,True,0.763
+loco,real_lora__raw,"own-cohort pretrained LoRA (~58 pairs, cross-fitted)",Platelet signal in monocytes (negative control),all sepsis vs all controls,61,21,False,1830,478,17381,5342,13921,6142,False,2.03304,2.21149,True,82,0,True,0.8
diff --git a/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/confound_validation.csv b/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/confound_validation.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694aa6643813753db33c4c2a8dc44f19aa66deb4
--- /dev/null
+++ b/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/confound_validation.csv
@@ -0,0 +1,3 @@
+setting,rows_csv,rows_reproduced,rows_unmatched,mismatch_obs_parent,mismatch_obs_state,mismatch_obsthin_state,mismatch_gen_parent,mismatch_gen_state
+fold0,2040,2040,0,0,0,0,0,0
+loco,14760,14760,0,0,0,0,0,0
diff --git a/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_arm_ci.csv b/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_arm_ci.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6698a986507ca61ce67738a1cfcff8f2fcf42b9
--- /dev/null
+++ b/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_arm_ci.csv
@@ -0,0 +1,421 @@
+state,is_control,informative,arm,variant,observed_reference_arm,gen_state,gen_parent,obsthin_state,obs_parent,ratio,ratio_ps,ratio_ps_ci_lo,ratio_ps_ci_hi,abs_log2_ps,spearman_donors,spearman_ci_lo,spearman_ci_hi
+C1Q-high monocyte (reference),False,True,zs__raw,own_ref,zs__raw,63,45474,5908,111269,0.026092223523592566,0.026297079114334706,0.017478645317288415,0.041052475300478994,5.24895362528691,0.14897022349219874,-0.0634953558450396,0.35733050945610806
+C1Q-high monocyte (reference),False,True,xcalL_K1000,own_ref,xcalL_K1000,143,32496,6578,111269,0.07443658617515467,0.07469117661202342,0.0509575440681684,0.1110542521043185,3.742918364563742,0.11200068662846516,-0.1018295251339386,0.32086343880220125
+C1Q-high monocyte (reference),False,True,locoL_lora16sat_s26750_K1000,own_ref,locoL_lora16sat_s26750_K1000,41,22524,5862,111269,0.03455148429264064,0.03496986109864712,0.021632726518804164,0.055908914981488346,4.8377441241563375,0.01833193860876224,-0.19106108256596877,0.24069435170923678
+C1Q-high monocyte (reference),False,True,locoL_lora64sat_s59000_K1000,own_ref,locoL_lora64sat_s59000_K1000,59,20054,5796,111269,0.0564802758569805,0.056954009045756745,0.03773443439854409,0.08774909990198794,4.134058791618992,0.05501234565089339,-0.15919865511018388,0.2928368954962158
+C1Q-high monocyte (reference),False,True,locoL_fullsat_s20000_K1000,own_ref,locoL_fullsat_s20000_K1000,103,24002,5654,111269,0.08445165679655217,0.0848541123945746,0.05625579967437669,0.12722415308785714,3.5588716091171104,0.08436641731903877,-0.1221780882583886,0.3046747977407528
+C1Q-high monocyte (reference),False,True,locoL_fullsat_s108500_K1000,own_ref,locoL_fullsat_s108500_K1000,94,19494,5757,111269,0.09319762547604649,0.09368522089097324,0.06279647601592066,0.14090938621079702,3.4160347131709057,0.018448795221812152,-0.1921169204427421,0.2330386180871673
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s50000_K1000,own_ref,locoL_scratchsat_s50000_K1000,126,22424,6788,111269,0.0921064007521195,0.09246509141934885,0.06376330418431483,0.13901856896794165,3.4349473856779147,0.20636913156033737,-0.008318698783920523,0.4084490174194117
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,126,22424,5862,111269,0.10665613243012405,0.10707023848191892,0.07308395338682037,0.16329750092798095,3.223370574289416,0.19943591425904741,-0.010855593138594936,0.40389653255216545
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,126,22424,5796,111269,0.1078706432548977,0.10828935963085475,0.07394378077792621,0.1659808939774402,3.2070366022822987,0.1908238829119698,-0.027515783419276036,0.39574807113864907
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,126,22424,5654,111269,0.1105798104537296,0.11100880238752316,0.07548400114254204,0.17088531166953466,3.171254015993715,0.22607014897353864,0.015096121661042988,0.4214567575916611
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,126,22424,5757,111269,0.10860139800336757,0.10902288720803295,0.07456961204586093,0.16720360570020948,3.1972970626795227,0.20037378331967035,-0.010722535062850605,0.3967610963388029
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s100000_K1000,own_ref,locoL_scratchsat_s100000_K1000,114,22868,6788,111269,0.08171636114271766,0.08206872110278075,0.05774902730915849,0.12212383227551818,3.6070237181765403,0.23373349476757654,0.02333663653297847,0.450064157949165
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,114,22868,5862,111269,0.094624813960554,0.0950317293315526,0.06600946234592779,0.14417794969658917,3.3954469067880417,0.22609559849404393,0.01667330706215451,0.44286385143759893
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,114,22868,5796,111269,0.09570232219405926,0.09611377783252428,0.06666287017183063,0.14582867847734002,3.3791129347809243,0.2534791440104671,0.04489132675584733,0.46716247103743364
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,114,22868,5654,111269,0.0981058824614021,0.09852745834401397,0.06807792487070147,0.1496907321065304,3.343330348492341,0.2760770673285763,0.067618992176085,0.48530173184131226
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,114,22868,5757,111269,0.09635064433502996,0.0967648307783286,0.06699233861042364,0.1470336152706744,3.369373395178149,0.2601323076684357,0.054799531591290224,0.47088077608221696
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s150000_K1000,own_ref,locoL_scratchsat_s150000_K1000,106,24718,6788,111269,0.07029507338953102,0.07062145199068144,0.04893180683443994,0.10372011020070888,3.8237497062838264,0.27607265454270435,0.0646474248312911,0.47837033438610077
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,106,24718,5862,111269,0.08139934462097179,0.08177632867185347,0.056094298849343804,0.1218370685485471,3.612172894895328,0.25252051161401085,0.048720966910905036,0.4550120794846558
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,106,24718,5796,111269,0.08232625227193521,0.08270744877749346,0.05642283596190303,0.12354674191473326,3.5958389228882104,0.2839120280144479,0.0810427190216173,0.4803291907127406
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,106,24718,5654,111269,0.08439387303999585,0.08478445960540118,0.058072498223129404,0.1271331881607765,3.5600563365996267,0.3064920913771837,0.10247564448366384,0.4951669016272482
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,106,24718,5757,111269,0.08288396007784203,0.08326769028896934,0.05701196135858125,0.12426023259914268,3.5860993832854344,0.29194398577281294,0.08940690574254831,0.483803544104787
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,own_ref,locoL_scratchsat_s162000_K1000,86,20808,6788,111269,0.06774862156955633,0.06813748993770902,0.04986297540764819,0.09662581383167185,3.875407387645997,0.10043598760250894,-0.1200727584608608,0.313534250437375
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,86,20808,5862,111269,0.07845063855580833,0.07890001713298724,0.05741921147379661,0.11249574436580828,3.6638305762574985,0.07654327400975368,-0.14382719854789028,0.2942581482276538
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,86,20808,5796,111269,0.07934396880851421,0.0797983870339235,0.058239126733773496,0.11358472451959811,3.647496604250381,0.0978919972822017,-0.12107352883891248,0.30867824409514577
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,86,20808,5654,111269,0.08133668963815854,0.08180234334461714,0.059442622358227566,0.11754106536513403,3.611714017961798,0.12040799820421834,-0.09707091458413196,0.3340790914950344
+C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,86,20808,5757,111269,0.07988147354770686,0.08033892322051893,0.058476690189010576,0.11510819861491087,3.637757064647605,0.11819778735822228,-0.0981969421688826,0.32806502283942063
+C1Q-high monocyte (reference),False,True,lora_n5__raw,own_ref,lora_n5__raw,669,21211,6612,111269,0.5307699340333034,0.5311264592443607,0.31665442059136906,0.8222054571262286,0.91287269260823,0.15195154640844397,-0.06480461399099251,0.36800405261826113
+C1Q-high monocyte (reference),False,True,real_lora__raw,own_ref,real_lora__raw,676,22723,6599,111269,0.501622587513493,0.5019555774371784,0.3437364733134146,0.729799103392018,0.9943684021194299,0.21741983907777435,-0.019682354051685655,0.4505385577253555
+Cycling T/NK,False,True,zs__raw,own_ref,zs__raw,294,54913,2232,345949,0.8298317534148346,0.8310568632548739,0.5651798548847166,1.2938093112631657,0.26698090125013885,0.11879119046487904,-0.11623747555818553,0.33618203315617584
+Cycling T/NK,False,True,xcalL_K1000,own_ref,xcalL_K1000,280,69407,3048,345949,0.4578802118448724,0.4586226217106065,0.2982508458500323,0.7357387925352079,1.1246205768094781,0.1625998904478673,-0.036438625477557406,0.36395487511726726
+Cycling T/NK,False,True,locoL_lora16sat_s26750_K1000,own_ref,locoL_lora16sat_s26750_K1000,76,66367,2628,345949,0.15074680781436758,0.15170969903094667,0.0915600991473023,0.2609863752591263,2.7206147726738727,-0.12782965207988436,-0.3319646267061144,0.09474416650101311
+Cycling T/NK,False,True,locoL_lora64sat_s59000_K1000,own_ref,locoL_lora64sat_s59000_K1000,76,62886,2433,345949,0.17184210799102687,0.17293710828444994,0.10721685309797895,0.28115622058831374,2.5316806238611473,-0.15968333113169964,-0.37789881597320146,0.08204709903373938
+Cycling T/NK,False,True,locoL_fullsat_s20000_K1000,own_ref,locoL_fullsat_s20000_K1000,170,64082,2639,345949,0.3477647451962688,0.34872151191444134,0.22625509834327542,0.5628236532436687,1.5198527311311674,0.09559875785800981,-0.12044893474130469,0.3075554839980011
+Cycling T/NK,False,True,locoL_fullsat_s108500_K1000,own_ref,locoL_fullsat_s108500_K1000,168,64331,2539,345949,0.35582655671094127,0.35681529742429136,0.23590360876260452,0.5625048326972056,1.4867506269243427,-0.023242466665731678,-0.2391649389057631,0.21539442593457347
+Cycling T/NK,False,True,locoL_scratchsat_s50000_K1000,own_ref,locoL_scratchsat_s50000_K1000,45,74248,3461,345949,0.060581250600648326,0.06124552765475721,0.03421607336390876,0.10886163072899131,4.029251692041206,0.0012152752175162266,-0.20269762159408794,0.21486408690010336
+Cycling T/NK,False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,45,74248,2628,345949,0.07978375507185839,0.08065489593948723,0.04564611098218979,0.14131281164409473,3.6320940787963663,-0.015531484373311776,-0.21657502140862048,0.20102968227440546
+Cycling T/NK,False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,45,74248,2433,345949,0.08617826071880143,0.08711789355945845,0.04889805514815143,0.15151825039317224,3.520887118502993,-0.006583853650939557,-0.21199179298995466,0.20955215809313438
+Cycling T/NK,False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,45,74248,2639,345949,0.07945119679001283,0.08031877021289718,0.0453077338960701,0.14047423216846386,3.638119009895119,-0.04424403072122263,-0.24927202161188994,0.17113454221931956
+Cycling T/NK,False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,45,74248,2539,345949,0.08258042864468053,0.08348154911476359,0.04723110457481237,0.14418485440542902,3.5823988178412884,0.023664608838693764,-0.1793080578285629,0.23395191604545554
+Cycling T/NK,False,True,locoL_scratchsat_s100000_K1000,own_ref,locoL_scratchsat_s100000_K1000,88,70677,3461,345949,0.12445577270132842,0.12514482848593572,0.06719883588823583,0.21935607390987816,2.9983294208954816,0.01330576360689253,-0.21592300193457467,0.24548684083218947
+Cycling T/NK,False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,88,70677,2628,345949,0.1639046534700524,0.16480457439759041,0.09084405866839881,0.2890342879867886,2.6011718076506427,-0.025765771424985262,-0.25595241869199253,0.21371118289738544
+Cycling T/NK,False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,88,70677,2433,345949,0.1770412779775165,0.1780106117953838,0.09883064925644278,0.30834477472285543,2.489964847357269,-0.011495131495659167,-0.24165840292646779,0.2258342936670436
+Cycling T/NK,False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,88,70677,2639,345949,0.16322145862800214,0.16411775859218272,0.09126453668707307,0.28620590815050034,2.6071967387493955,-0.05113844508897908,-0.2756854087311495,0.18793203139395576
+Cycling T/NK,False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,88,70677,2539,345949,0.16965003124036931,0.17058035983621442,0.09539956301218164,0.29565158203224445,2.5514765466955645,0.018273189299125615,-0.20972878605158637,0.24909409918656994
+Cycling T/NK,False,True,locoL_scratchsat_s150000_K1000,own_ref,locoL_scratchsat_s150000_K1000,46,67979,3461,345949,0.06763843342190942,0.0683637574839076,0.0395744884309799,0.11898775154775319,3.8706244955924136,0.011578527787745803,-0.2205702943034408,0.24151164435124925
+Cycling T/NK,False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,46,67979,2628,345949,0.08907786075845833,0.0900289695760115,0.05272980514318604,0.15372943936554836,3.4734668823475743,-0.0035556108954494987,-0.24701532160322126,0.2374672649757331
+Cycling T/NK,False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,46,67979,2433,345949,0.0962172700670894,0.0972431257573644,0.05715301658122593,0.1643420868461829,3.3622599220542004,0.02598331038982326,-0.21592347913789606,0.25787124471589973
+Cycling T/NK,False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,46,67979,2639,345949,0.08870656236196608,0.08965377781039824,0.052249182022927304,0.15227173720118511,3.479491813446327,-0.034891873952048374,-0.2709862261994967,0.19889640876230602
+Cycling T/NK,False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,46,67979,2539,345949,0.09220032220292576,0.09318414905711604,0.05469330604353543,0.15736809448868927,3.4237716213924965,0.04932297339314102,-0.1785594881436798,0.27468595535034107
+Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,own_ref,locoL_scratchsat_s162000_K1000,35,72018,3461,345949,0.048577758125558985,0.04926460899259912,0.027310207743302912,0.08524262071945594,4.343304583056146,-0.054034359114252195,-0.2787923022196653,0.1863630387434489
+Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,35,72018,2628,345949,0.06397550261512924,0.06487709493166517,0.03628579459788221,0.11060684752199085,3.946146969811307,-0.06252488388735361,-0.2960981176442051,0.18751260121922012
+Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,35,72018,2433,345949,0.06910300898995464,0.07007579372421693,0.039206371149048895,0.11828859397714109,3.834940009517933,-0.05090193249893324,-0.2771774074673679,0.19568554281270145
+Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,35,72018,2639,345949,0.06370883701120107,0.06460672249588252,0.03589793549401077,0.10829035933277315,3.9521719009100593,-0.10330138473940052,-0.33336438899655085,0.14869607003148247
+Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,35,72018,2539,345949,0.06621804681865287,0.06715079504937269,0.03747605190137455,0.11228308656602787,3.8964517088562287,-0.01850614742161175,-0.24424482907218933,0.22664718396691666
+Cycling T/NK,False,True,lora_n5__raw,own_ref,lora_n5__raw,211,76200,3331,345949,0.2875841396063859,0.2882223549724002,0.19029808112031163,0.4638050841771505,1.7947458573724324,0.12162587798228984,-0.10259066955347614,0.33168516621091365
+Cycling T/NK,False,True,real_lora__raw,own_ref,real_lora__raw,405,75578,3461,345949,0.5356364319163306,0.5362202453761831,0.3457496197529439,0.8031025288278634,0.8991024045627279,0.3321315547445843,0.10517906184182758,0.5420367922079702
+Cycling activated T (CD38/HLA-DR),False,True,zs__raw,own_ref,zs__raw,168,43347,3198,298117,0.3612921443609364,0.36231077213792046,0.2436145354115914,0.5601527683118513,1.464700394591812,0.03374725260373218,-0.18341471969925233,0.242356860765881
+Cycling activated T (CD38/HLA-DR),False,True,xcalL_K1000,own_ref,xcalL_K1000,230,57613,4851,298117,0.24533686611441885,0.24584486752066909,0.1645741181059299,0.3715585174442646,2.024179858418158,0.13389747294577425,-0.09150241777814404,0.34752011916795533
+Cycling activated T (CD38/HLA-DR),False,True,locoL_lora16sat_s26750_K1000,own_ref,locoL_lora16sat_s26750_K1000,69,51586,4069,298117,0.09799779168929652,0.09869579284450944,0.06426846689886623,0.15519772814895647,3.3408676022736747,-0.0823151553570747,-0.2976468478572427,0.14044603015409396
+Cycling activated T (CD38/HLA-DR),False,True,locoL_lora64sat_s59000_K1000,own_ref,locoL_lora64sat_s59000_K1000,83,47130,3740,298117,0.14037694691324826,0.14120371366993426,0.08958223246493648,0.22082487003935788,2.8241500627744225,0.08429670983173067,-0.12203086227907979,0.3093803629910043
+Cycling activated T (CD38/HLA-DR),False,True,locoL_fullsat_s20000_K1000,own_ref,locoL_fullsat_s20000_K1000,142,49480,4135,298117,0.20690447400241835,0.20760790714544794,0.14279949101771428,0.3062054880600227,2.2680667023366436,0.2324602180121701,0.025547584274943795,0.4436523847011913
+Cycling activated T (CD38/HLA-DR),False,True,locoL_fullsat_s108500_K1000,own_ref,locoL_fullsat_s108500_K1000,143,47593,3950,298117,0.22676843499216856,0.2275325300319353,0.15514620420834474,0.34171918495238346,2.1358552745836463,0.03832239084742432,-0.18268378204564895,0.27662885348501026
+Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s50000_K1000,own_ref,locoL_scratchsat_s50000_K1000,86,55016,5877,298117,0.07929403011357172,0.07974825714055453,0.0505433460149381,0.12670022907629264,3.6484031999524453,-0.04883097404805475,-0.2651368948741441,0.17046841873782756
+Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,86,55016,4069,298117,0.11452716023039103,0.11517886259825753,0.07242372703402536,0.18633868200912762,3.1180521144150846,-0.08564326899397928,-0.2891963524973275,0.1264188862389601
+Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,86,55016,3740,298117,0.12460187566242276,0.12530955255810966,0.07883053198859069,0.20267062491863516,2.996431696964153,-0.063304581795441,-0.2809405903067322,0.15860966873677354
+Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,86,55016,4135,298117,0.1126991571892288,0.11334067980742574,0.0713271666959762,0.1825056756594696,3.1412623341434087,-0.03924395412534874,-0.2400922626989662,0.17073930394934153
+Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,86,55016,3950,298117,0.11797747214619268,0.1186483689010528,0.07437805046048745,0.19167254586690372,3.0752358274320897,-0.11133275927229828,-0.31537146470500743,0.10015988604660385
+Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s100000_K1000,own_ref,locoL_scratchsat_s100000_K1000,113,53046,5877,298117,0.1080579823133528,0.10852688179130356,0.06637154500384364,0.17301044443492983,3.20387565660945,0.053657028926822795,-0.17153664481634714,0.27370324938263924
+Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,113,53046,4069,298117,0.15607194938696842,0.15674327257117251,0.0965234071012,0.2511724733283729,2.6735245710720887,0.047787402696964715,-0.16821441268572854,0.2645389702368601
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+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,448,22868,11411,111269,0.1910294432946909,0.19123426641591176,0.11931407653287092,0.29122358363730816,2.386587038310682,0.49169213440124826,0.28787889531845845,0.6616093441992565
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s150000_K1000,own_ref,locoL_scratchsat_s150000_K1000,437,24718,18712,111269,0.10512889151925295,0.10524636402291868,0.07000363620807386,0.14857751329726399,3.248157701944515,0.40896006645223554,0.18463099731991578,0.6020876341311466
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,437,24718,11961,111269,0.1644654977099123,0.16464679068501994,0.10837016113579719,0.2402893150245908,2.602553703864706,0.451225124966498,0.23106165760863154,0.6377575490591074
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,437,24718,11572,111269,0.16999410802871248,0.17018125614853022,0.11233841935289982,0.2501597838343099,2.554855948290627,0.4192333283568352,0.19547722393965078,0.6154212045373785
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,437,24718,10777,111269,0.1825342691016295,0.18273464038773984,0.12050547766854841,0.2696608440888034,2.452177948177228,0.44614174132593615,0.22558872827002593,0.6259496963784357
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,437,24718,11411,111269,0.17239258768804322,0.17258227111062222,0.11356347454087146,0.2542306618261439,2.534643826746432,0.4337028665544849,0.21529130370136726,0.6254354209497124
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,own_ref,locoL_scratchsat_s162000_K1000,357,20808,18712,111269,0.10202153488586543,0.10216169234534685,0.059411367490702915,0.15878691377434093,3.291073765771512,0.5225207926313509,0.31285300768064866,0.6816234418445978
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,357,20808,11961,111269,0.15960429402092752,0.15982114851919094,0.093868020994864,0.25194760613530387,2.6454697676917034,0.48118322913233635,0.25914722833682247,0.6583545415878344
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,357,20808,11572,111269,0.1649694919447212,0.16519340401920954,0.09696609069910317,0.26232081161390386,2.597772012117624,0.5264427546382824,0.3121158868043269,0.692351707040902
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,357,20808,10777,111269,0.17713899608279798,0.17737886040476022,0.10412746982758861,0.28100673250697666,2.495094012004225,0.5492469348164076,0.3487017388033792,0.7088291067367765
+MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,357,20808,11411,111269,0.16729707832655455,0.16752404749702515,0.09796037865367112,0.2653258764653478,2.577559890573429,0.5175839089568686,0.3107593037982897,0.6806362559458756
+MS1 monocyte (IL1R2+),False,True,lora_n5__raw,own_ref,lora_n5__raw,2129,21211,17336,111269,0.644228307869007,0.6443610217253909,0.21405043611826272,1.2625879067625563,0.634058868788683,0.43940241344226705,0.23806409700974807,0.6132237866194413
+MS1 monocyte (IL1R2+),False,True,real_lora__raw,own_ref,real_lora__raw,2507,22723,17362,111269,0.7070711192102919,0.7071917724995943,0.43736913857270426,1.1388455485024565,0.4998266044383921,0.5714714592295743,0.38910666063177307,0.7202981632940086
+Cycling monocyte (Ye 2026),False,True,zs__raw,own_ref,zs__raw,103,45474,2618,111269,0.09626725979768054,0.09671610522054208,0.060745086834443955,0.15998894976904,3.3701000416739015,0.19069739564426808,-0.03267106651515351,0.3972422358096199
+Cycling monocyte (Ye 2026),False,True,xcalL_K1000,own_ref,xcalL_K1000,293,32496,3975,111269,0.25239152414307786,0.2527904288644857,0.16097137255474034,0.3965779445201732,1.9839862535683195,0.4166828651083665,0.18633560370611388,0.6187385763718055
+Cycling monocyte (Ye 2026),False,True,locoL_lora16sat_s26750_K1000,own_ref,locoL_lora16sat_s26750_K1000,32,22524,2531,111269,0.062457773651123163,0.06342114749292989,0.035152854562631605,0.11276398973214224,3.978892209094518,0.03377748831800565,-0.20845399047829408,0.26225344484053964
+Cycling monocyte (Ye 2026),False,True,locoL_lora64sat_s59000_K1000,own_ref,locoL_lora64sat_s59000_K1000,31,20054,2455,111269,0.07006213569594275,0.07117767367143532,0.04456520112962956,0.11776575901558635,3.8124314083393456,0.09692232551674505,-0.13328831879906458,0.3191503173127475
+Cycling monocyte (Ye 2026),False,True,locoL_fullsat_s20000_K1000,own_ref,locoL_fullsat_s20000_K1000,73,24002,2253,111269,0.15020639462172353,0.15120164991797608,0.100579132495011,0.24131349855582387,2.72545421250103,0.13765172027929434,-0.10635963257713739,0.3634078614475939
+Cycling monocyte (Ye 2026),False,True,locoL_fullsat_s108500_K1000,own_ref,locoL_fullsat_s108500_K1000,48,19494,2398,111269,0.11425238688955683,0.11541845035452823,0.07510709498442525,0.17806209515188606,3.115054228726131,0.318144606641071,0.11269880322363042,0.5096371207408839
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s50000_K1000,own_ref,locoL_scratchsat_s50000_K1000,55,22424,4601,111269,0.059315959016494495,0.059848691128926206,0.04162303162189922,0.08856101391574678,4.062536493524167,0.27405543810625194,0.05591710608462574,0.47083773048650374
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,55,22424,2531,111269,0.10782802348277012,0.1087867873710266,0.07350861222961193,0.17066726137611732,3.20042474925333,0.28621028538967574,0.05396375691470333,0.483516704608986
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,55,22424,2455,111269,0.11116608042154426,0.11215383923019907,0.07563472305938827,0.17975431192824254,3.1564490875388285,0.18608698832688217,-0.04324811745333683,0.3940924213257051
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,55,22424,2253,111269,0.1211330348135336,0.12220712324373367,0.08210933931902101,0.1948468877044272,3.0325997150588777,0.2531422263099684,0.01767877664521682,0.45294883561881666
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,55,22424,2398,111269,0.1138084768285618,0.1148191587366078,0.07643903582048495,0.1855642670703402,3.1225647045450073,0.21515505422244885,-0.004467586193699254,0.41423289709164945
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s100000_K1000,own_ref,locoL_scratchsat_s100000_K1000,21,22868,4601,111269,0.022208184811410406,0.022734480514345064,0.01135462414749682,0.03957489055410228,5.458974151073435,0.2233392693180081,0.01894179529209397,0.40360907209326247
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,21,22868,2531,111269,0.04037133872670853,0.04132439742712178,0.0202012674125768,0.07468901300820929,4.596862406802598,0.1910476507057618,-0.03927740635907342,0.4034193681775372
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,21,22868,2455,111269,0.041621123550834735,0.04260342581419621,0.020706223511738998,0.07864888080452818,4.552886745088096,0.16744124871860658,-0.07030478863407418,0.40354605823678635
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,21,22868,2253,111269,0.04535279996329307,0.046422326197807326,0.022729651322632032,0.08622707200073093,4.429037372608145,0.24844779259479893,0.028222317116621796,0.43446837146763995
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,21,22868,2398,111269,0.0426104496736027,0.043615889967379105,0.021421907051743277,0.08000911709917816,4.519002362094275,0.18592665293403374,-0.06021356477920285,0.3970239055351144
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s150000_K1000,own_ref,locoL_scratchsat_s150000_K1000,20,24718,4601,111269,0.01956764764707166,0.020054659457737937,0.009882062526439429,0.03620575729905366,5.63991872139363,0.06236973366290805,-0.14290199404772083,0.26699295239846177
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,20,24718,2531,111269,0.035571215655541964,0.03645329468488292,0.01758073698008978,0.07007196497563564,4.7778069771227925,0.09746876173411868,-0.104609600062429,0.30411108724973174
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,20,24718,2455,111269,0.03667240196504143,0.037581557929049526,0.017762244899251208,0.07455091816558174,4.733831315408291,0.058243339277163506,-0.16455419550386527,0.2638027897470506
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,20,24718,2253,111269,0.03996038474220005,0.04095030640993171,0.01949472695159484,0.08100840916512847,4.60998194292834,0.009288972656701332,-0.21502905220020369,0.22625726938909674
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,20,24718,2398,111269,0.037544097925011136,0.03847467812999006,0.018227131924277773,0.07678938065588553,4.699946932414469,0.056008018496264474,-0.1579083165368735,0.2549390736541323
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,own_ref,locoL_scratchsat_s162000_K1000,21,20808,4601,111269,0.024406803646065605,0.024985202825934392,0.013228896096315994,0.041754218084999864,5.322782260082673,0.07195229928963032,-0.14628807344675088,0.289215844451479
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,21,20808,2531,111269,0.044368116782120846,0.045415528660295114,0.02347621661697723,0.0795944652907706,4.460670515811835,0.05898116855961267,-0.1670829574167649,0.282302222986012
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,21,20808,2455,111269,0.04574163078433721,0.046821181349434776,0.02414908728661162,0.08341874108624461,4.416694854097334,0.0450657160188162,-0.1888167507904235,0.2652208039886503
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,21,20808,2253,111269,0.049842744596337266,0.05101815433926652,0.026320439408251472,0.09186574651097439,4.292845481617383,0.09030007072377337,-0.1242762327039852,0.2998551161498213
+Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,21,20808,2398,111269,0.04682890057362296,0.04793387984304235,0.024639075546779875,0.08625860289882434,4.382810471103513,0.07021972126604342,-0.13352943953249044,0.27232501616871546
+Cycling monocyte (Ye 2026),False,True,lora_n5__raw,own_ref,lora_n5__raw,235,21211,4056,111269,0.3039365692338751,0.30454570016953786,0.07779593665778083,0.6877978079343701,1.715269359495083,0.16546133960528497,-0.07756498779607258,0.3938521063722577
+Cycling monocyte (Ye 2026),False,True,real_lora__raw,own_ref,real_lora__raw,189,22723,4056,111269,0.2281772671487092,0.2287527114138503,0.08814290531577577,0.5084697286771148,2.1281392510748023,0.12756357679976582,-0.12997010916635227,0.3556995995040149
+ISG-high monocyte (positive control),True,True,zs__raw,own_ref,zs__raw,8106,45474,11029,111269,1.7983801081654596,1.7984095061722212,1.3869191636527334,2.52121255884701,0.8467215666007887,0.49608657321061267,0.2937974185717766,0.6705958178521058
+ISG-high monocyte (positive control),True,True,xcalL_K1000,own_ref,xcalL_K1000,7586,32496,18301,111269,1.4193264502124077,1.4193812204911784,1.1491000536103309,1.8179920255583273,0.5052621236108844,0.5012422082558489,0.28748407059195746,0.6707088335004354
+ISG-high monocyte (positive control),True,True,locoL_lora16sat_s26750_K1000,own_ref,locoL_lora16sat_s26750_K1000,2818,22524,10616,111269,1.3113201816914841,1.311491080733213,0.8824505072600036,2.0280967525607827,0.39120799606975354,0.42192549038962374,0.1883627754939906,0.6061030391725498
+ISG-high monocyte (positive control),True,True,locoL_lora64sat_s59000_K1000,own_ref,locoL_lora64sat_s59000_K1000,2640,20054,10099,111269,1.4504365295591197,1.4506394125040074,0.9270245178687623,2.335547014319246,0.5366889512154391,0.48656533097121946,0.2697733607610551,0.6635139487770321
+ISG-high monocyte (positive control),True,True,locoL_fullsat_s20000_K1000,own_ref,locoL_fullsat_s20000_K1000,2727,24002,9217,111269,1.3715836643644495,1.371760731809552,0.9218306199207864,2.184204062859013,0.45602886260775394,0.4317905517821625,0.2167279668786747,0.6238974082518147
+ISG-high monocyte (positive control),True,True,locoL_fullsat_s108500_K1000,own_ref,locoL_fullsat_s108500_K1000,3082,19494,9931,111269,1.7713846449499187,1.7715828262006563,1.1490703254552055,2.937669154859438,0.8250389168565045,0.45796784727095036,0.2373463694117247,0.6447451729569625
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s50000_K1000,own_ref,locoL_scratchsat_s50000_K1000,2268,22424,21377,111269,0.5264503190109449,0.5265540635851633,0.3802402718623557,0.7091320182122544,0.9253464282861095,0.442394031306746,0.21691519213903648,0.6269690064665616
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,2268,22424,10616,111269,1.0600912273452305,1.0602749959300928,0.6776269517973463,1.666768401723186,0.08443849479882279,0.43564926679987803,0.21202808460663455,0.6267039005707105
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,2268,22424,10099,111269,1.1143606762547746,1.1145511653341085,0.7056653467556525,1.7767917938060984,0.15646284744507225,0.43461886111079195,0.2105576391785476,0.6226466567050081
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,2268,22424,9217,111269,1.2209969045781675,1.2211998366467947,0.7598410491671367,1.9946369060714335,0.2882993016759393,0.4215817929565189,0.18739159547912967,0.623280263878436
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s50000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,2268,22424,9931,111269,1.1332120098174372,1.1334047721181926,0.7182748194750369,1.818357771076955,0.18066318193519312,0.42795398607327395,0.1994593011244948,0.6251962581374075
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s100000_K1000,own_ref,locoL_scratchsat_s100000_K1000,1918,22868,21377,111269,0.43656392663360943,0.4366675202159339,0.3275504741394062,0.5837360357994522,1.1953928689353204,0.40484327383543744,0.16856573398618535,0.5987308818659686
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,1918,22868,10616,111269,0.8790907177511933,0.8792784734532215,0.5868576471042214,1.3630231863713267,0.18560794585038837,0.4176212897796099,0.1768737947264278,0.6150205798886419
+ISG-high monocyte (positive control),True,True,locoL_scratchsat_s100000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,1918,22868,10099,111269,0.9240941736455757,0.9242893126804423,0.6079725684742974,1.455688075467761,0.11358359320413854,0.42064645568069564,0.1938312811198767,0.6116568386525708
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+Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s150000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,386,24718,9482,111269,0.18325178376994417,0.18347948140018083,0.14728827776716022,0.23142560453246566,2.446309360087817,0.23917383470712042,0.01476935235085325,0.44453903502794223
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+Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,own_ref,locoL_scratchsat_s162000_K1000,341,20808,23329,111269,0.07816315870755962,0.07827608978832155,0.06409554897329772,0.09842069983344262,3.675284500543485,0.15932880677130767,-0.07483860111383063,0.3745794767334441
+Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora16sat_s26750_K1000,341,20808,11037,111269,0.16521412788698545,0.16544888214873366,0.1352084945003692,0.2096568082965053,2.595542550737222,0.16816306169558448,-0.06911033084017762,0.3805588299719031
+Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_lora64sat_s59000_K1000,341,20808,10482,111269,0.17396187077739536,0.17420863693934152,0.14206819816866167,0.22058163315200952,2.5211119430477837,0.20955252662057314,-0.024261823147430455,0.425540584269272
+Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s20000_K1000,341,20808,9482,111269,0.19230840850966655,0.19258023060549936,0.15674100802558041,0.244509046255358,2.376468484495631,0.15522243622684564,-0.08165470101134295,0.36814306209604564
+Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,pretrained_depth_ref,locoL_fullsat_s108500_K1000,341,20808,10416,111269,0.17506416373739037,0.17531244052384656,0.14321913585654789,0.2230657752431528,2.511999718611728,0.18188923432682688,-0.048075819126444534,0.4003897644961665
+Platelet signal in monocytes (negative control),True,True,lora_n5__raw,own_ref,lora_n5__raw,2194,21211,20052,111269,0.5739736672393985,0.5740901575070216,0.43391630226440925,0.7462249591806143,0.8006507733620195,0.20307002537135135,-0.012885592041604967,0.40300903397046495
+Platelet signal in monocytes (negative control),True,True,real_lora__raw,own_ref,real_lora__raw,2308,22723,20063,111269,0.5633112799816344,0.5634192732358088,0.46848353723944886,0.6811344832961115,0.8277191791579419,0.09975673079452245,-0.13274094783537602,0.32003789989131215
diff --git a/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_bootstrap.csv b/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_bootstrap.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc66639f7713b4cfa4eda038339cae807e106d07
--- /dev/null
+++ b/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_bootstrap.csv
@@ -0,0 +1,271 @@
+comparison,kind,variant,state,is_control,informative,scratch_arm,comparator_arm,scratch_reference,comparator_reference,ratio_scratch,ratio_comparator,ratio_scratch_ps,ratio_comparator_ps,abs_log2_scratch,abs_log2_comparator,D,D_ci_lo,D_ci_hi,D_boot_median,frac_boot_D_gt0,verdict,n_boot,seed,pseudocount
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.06774862156955633,0.03455148429264064,0.06813748993770902,0.03496986109864712,3.875407387645997,4.8377441241563375,-0.9623367365103404,-1.5488301514137293,-0.4289148505413677,-0.9531729913711944,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.048577758125558985,0.15074680781436758,0.04926460899259912,0.15170969903094667,4.343304583056146,2.7206147726738727,1.6226898103822736,0.9887064075644075,2.3136942531843414,1.6265996809027832,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.05135979387701793,0.09799779168929652,0.051813955267547986,0.09869579284450944,4.270515472485216,3.3408676022736747,0.9296478702115412,0.43823553399899645,1.5009329107814193,0.9368653302563406,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.5319179516817899,0.7885426857614543,0.532424690910733,0.7890632330137967,0.9093506178740457,0.34178717703133,0.5675634408427157,0.09298423031232428,0.7954206750704399,0.5457257013492818,0.982,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.8745196186593233,1.3769274412202748,0.8747521813972814,1.377130182160728,0.1930537377233338,0.4616649460235572,-0.26861120830022334,-0.9360459819555192,0.4602909053958603,-0.3072277919989981,0.248,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.3384860382084063,0.7847325890984427,0.33856921470146556,0.7848498131025359,1.5624772965406581,0.34951148498748347,1.2129658115531747,0.8514189066909236,1.5533667006696534,1.210424195822394,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.10202153488586543,0.12059908905089947,0.10216169234534685,0.12080054457260106,3.291073765771512,3.0493011364957274,0.24177262927578447,-0.631098378627097,1.1229900593304631,0.27968266053591173,0.7345,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.024406803646065605,0.062457773651123163,0.024985202825934392,0.06342114749292989,5.322782260082673,3.978892209094518,1.343890050988155,0.47760999177366437,2.2534121180631153,1.3612797189289065,0.998,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.47252963031965806,1.3113201816914841,0.4726436493776784,1.311491080733213,1.0811752242873893,0.39120799606975354,0.6899672282176358,-0.274427082311546,1.3409408625608306,0.6472579674898691,0.9225,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.599284230621864,1.6618662529641857,0.599508400885723,1.6621881326405987,0.7381481246819697,0.733083680945195,0.005064443736774615,-1.3786118320250336,1.5908192640081331,-0.06340049314508639,0.4715,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.16323907780668198,0.1727206928178813,0.16365423447418875,0.17329034275936933,2.611277162985115,2.5287368376274673,0.08254032535764777,-0.2548040003361423,0.4183297008001172,0.08810595775041197,0.7005,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,1.312926214849193,1.6168357133193116,1.3152725249302393,1.6192360673266597,0.3953617574111459,0.6953133305041702,-0.29995157309302434,-0.6352873062530727,0.0857452874848648,-0.29044366018612716,0.0705,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.940455814827002,1.4093349346964432,0.9418576839663991,1.4110225917470067,0.08641901185089883,0.4967410869716396,-0.41032207512074076,-0.7660395508764699,0.32871228611557174,-0.36812752749992406,0.1375,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.011699633275889151,0.010246832990276828,0.011866357057293327,0.01054754714685423,6.396979090686338,6.566948653449433,-0.16996956276309483,-1.1197988820429328,0.6842934362503822,-0.1575868570204455,0.365,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,0.07816315870755962,0.18395832461441633,0.07827608978832155,0.18417377472585933,3.675284500543485,2.440860450214726,1.2344240503287587,0.9446909171700597,1.5418376273027348,1.2434818701888024,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.07845063855580833,0.03455148429264064,0.07890001713298724,0.03496986109864712,3.6638305762574985,4.8377441241563375,-1.173913547898839,-1.7485963217338225,-0.650522003230937,-1.1648026697960092,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.06397550261512924,0.15074680781436758,0.06487709493166517,0.15170969903094667,3.946146969811307,2.7206147726738727,1.2255321971374342,0.6133474705569725,1.9066654155637008,1.2303292276559772,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.0741807590600232,0.09799779168929652,0.0748338916537691,0.09869579284450944,3.7401643869478542,3.3408676022736747,0.3992967846741795,-0.0771564505372993,0.9657319007001508,0.40781187042981726,0.9455,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.5319179516817899,0.7885426857614543,0.532424690910733,0.7890632330137967,0.9093506178740457,0.34178717703133,0.5675634408427157,0.09298423031232428,0.7954206750704399,0.5457257013492818,0.982,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.8745196186593233,1.3769274412202748,0.8747521813972814,1.377130182160728,0.1930537377233338,0.4616649460235572,-0.26861120830022334,-0.9360459819555192,0.4602909053958603,-0.3072277919989981,0.248,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.530164103603128,0.7847325890984427,0.5302887735250748,0.7848498131025359,0.9151498886510998,0.34951148498748347,0.5656384036636164,0.2581855144231388,0.8245207494439282,0.5554351002046651,0.9965,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.15960429402092752,0.12059908905089947,0.15982114851919094,0.12080054457260106,2.6454697676917034,3.0493011364957274,-0.40383136880402404,-1.294465634146207,0.4707245107368769,-0.36929227711984813,0.205,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.044368116782120846,0.062457773651123163,0.045415528660295114,0.06342114749292989,4.460670515811835,3.978892209094518,0.4817783067173176,-0.3858786900920323,1.3615085481705358,0.4967675107009324,0.869,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.9515133673081508,1.3113201816914841,0.9517203988669823,1.311491080733213,0.07139030120245742,0.39120799606975354,-0.3198176948672961,-0.6782175187192779,0.4909159106727698,-0.2775480948712632,0.2595,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.0013060209843028,1.6618662529641857,1.0016491310553348,1.6621881326405987,0.0023772335487951364,0.733083680945195,-0.7307064473963999,-1.2710850111741103,0.996707037625318,-0.46917856750868586,0.219,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.24415035969072985,0.1727206928178813,0.24475721793042396,0.17329034275936933,2.030576689118118,2.5287368376274673,-0.4981601485093492,-0.844391375824386,-0.16603711965135057,-0.49327699851243245,0.004,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.4718280260260999,1.6168357133193116,1.4743379852392628,1.6192360673266597,0.5600672935870995,0.6953133305041702,-0.1352460369170707,-0.4734767246207035,0.2473890653705355,-0.12847526491454087,0.257,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.07282766437712,1.4093349346964432,1.0743906986723335,1.4110225917470067,0.10351872008147016,0.4967410869716396,-0.39322236689016943,-0.6699497216699437,0.17208811130210064,-0.31395675269884415,0.0705,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.021096420862334646,0.010246832990276828,0.021396452783618583,0.01054754714685423,5.546484550889717,6.566948653449433,-1.0204641025597159,-1.9475325801058645,-0.2026723821011845,-1.0216950710993187,0.005,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora16sat_s26750_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.16521412788698545,0.18395832461441633,0.16544888214873366,0.18417377472585933,2.595542550737222,2.440860450214726,0.15468210052249587,-0.11927984007655774,0.4392632624330933,0.1642196619312719,0.858,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.06774862156955633,0.0564802758569805,0.06813748993770902,0.056954009045756745,3.875407387645997,4.134058791618992,-0.258651403972995,-0.6898483617480818,0.19411520873904653,-0.25475559193988895,0.1345,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.048577758125558985,0.17184210799102687,0.04926460899259912,0.17293710828444994,4.343304583056146,2.5316806238611473,1.811623959194999,1.278994158408067,2.4276323852621196,1.805510429080418,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.05135979387701793,0.14037694691324826,0.051813955267547986,0.14120371366993426,4.270515472485216,2.8241500627744225,1.4463654097107934,1.0128035394998796,1.9343409248832635,1.4464064602823707,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.5319179516817899,1.0373000993518688,0.532424690910733,1.0378516920246892,0.9093506178740457,0.05360029873689206,0.8557503191371536,-0.29631672178231055,1.132123343333306,0.7987147788466491,0.9355,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.8745196186593233,1.0099364496553669,0.8747521813972814,1.0101609743550395,0.1930537377233338,0.014585212183673311,0.1784685255396605,-0.4685733402555442,0.32105132351238475,0.020281541699665354,0.538,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.3384860382084063,0.6856036670885642,0.33856921470146556,0.6857345726569815,1.5624772965406581,0.5442778345423966,1.0181994619982615,0.6900771594957444,1.3767101166267592,1.013583438753795,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.10202153488586543,0.1126763088778859,0.10216169234534685,0.11291116706861662,3.291073765771512,3.1467399172104225,0.14433384856108944,-0.44005904127356626,0.8640317261684901,0.17643880674206147,0.697,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.024406803646065605,0.07006213569594275,0.024985202825934392,0.07117767367143532,5.322782260082673,3.8124314083393456,1.5103508517433273,0.7713949123369803,2.3656391586409358,1.5268486266057497,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.47252963031965806,1.4504365295591197,0.4726436493776784,1.4506394125040074,1.0811752242873893,0.5366889512154391,0.5444862730719502,-0.45275289581838635,1.3332159836996014,0.5088406181944658,0.8495,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.599284230621864,1.9270384075886398,0.599508400885723,1.9274301757053312,0.7381481246819697,0.9466785971113716,-0.20853047242940193,-1.7022148968404265,1.5590150761956327,-0.28693675959642906,0.392,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.16323907780668198,0.18165187165990715,0.16365423447418875,0.18221255542108403,2.611277162985115,2.4563057229062553,0.15497144007885977,-0.10507978274836427,0.41540695145176554,0.15338909253898203,0.885,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,1.312926214849193,2.9567568250564764,1.3152725249302393,2.958196626813327,0.3953617574111459,1.5647179493607954,-1.1693561919496496,-1.4935050096692803,-0.8100608823796149,-1.1546976931176176,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.940455814827002,1.7009494084711783,0.9418576839663991,1.7027409355777805,0.08641901185089883,0.7678589521109747,-0.6814399402600758,-1.0434139306906873,0.07804327493885939,-0.6451663011257146,0.0345,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.011699633275889151,0.01605879858623761,0.011866357057293327,0.016406707776015043,6.396979090686338,5.929570417816911,0.46740867286942755,-0.2649081562512773,1.1985771827937943,0.48486515049728585,0.9065,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,0.07816315870755962,0.1810319064684482,0.07827608978832155,0.18128792541559202,3.675284500543485,2.4636452565298157,1.2116392440136692,0.9535125961242629,1.4914548131079262,1.21860407765662,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.07934396880851421,0.0564802758569805,0.0797983870339235,0.056954009045756745,3.647496604250381,4.134058791618992,-0.486562187368611,-0.9148293828985125,-0.04416005204907929,-0.48609677462948686,0.0175,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.06910300898995464,0.17184210799102687,0.07007579372421693,0.17293710828444994,3.834940009517933,2.5316806238611473,1.3032593856567858,0.79706331802027,1.8973710781426454,1.2991270819010783,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.0807062857259985,0.14037694691324826,0.08141599307178539,0.14120371366993426,3.6185439694969235,2.8241500627744225,0.794393906722501,0.35827444462740227,1.2781168343381388,0.793081500716214,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.5319179516817899,1.0373000993518688,0.532424690910733,1.0378516920246892,0.9093506178740457,0.05360029873689206,0.8557503191371536,-0.29631672178231055,1.132123343333306,0.7987147788466491,0.9355,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.8745196186593233,1.0099364496553669,0.8747521813972814,1.0101609743550395,0.1930537377233338,0.014585212183673311,0.1784685255396605,-0.4685733402555442,0.32105132351238475,0.020281541699665354,0.538,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.5777524663388927,0.6856036670885642,0.5778868096149167,0.6857345726569815,0.7911411544085654,0.5442778345423966,0.24686331986616872,-0.031104246421457843,0.5132044808555017,0.2345289194851895,0.9565,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.1649694919447212,0.1126763088778859,0.16519340401920954,0.11291116706861662,2.597772012117624,3.1467399172104225,-0.5489679050927982,-1.1456446345064182,0.1587753296049957,-0.5203356544797768,0.064,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.04574163078433721,0.07006213569594275,0.046821181349434776,0.07117767367143532,4.416694854097334,3.8124314083393456,0.6042634457579883,-0.15195874120368194,1.445883394180079,0.6108753801233802,0.938,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,1.0002243694765154,1.4504365295591197,1.000439587560901,1.4506394125040074,0.0006340514437923245,0.5366889512154391,-0.5360548997716468,-0.7769537673656839,0.4450032997186001,-0.41906736302670694,0.173,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,1.1408074121137743,1.9270384075886398,1.141185894302021,1.9274301757053312,0.19053381962227012,0.9466785971113716,-0.7561447774891015,-1.2983364559154942,0.8363452817424982,-0.6097066297019318,0.1435,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.2845457873256443,0.18165187165990715,0.2852448628782676,0.18221255542108403,1.8097271903779077,2.4563057229062553,-0.6465785325283475,-0.9068691898162938,-0.39225222328082976,-0.649247670829118,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,1.5272815152327348,2.9567568250564764,1.5298424740953291,2.958196626813327,0.613383108119556,1.5647179493607954,-0.9513348412412395,-1.2620046586827642,-0.5952240352428432,-0.9330537546708466,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,1.1426456181308897,1.7009494084711783,1.144290064487786,1.7027409355777805,0.19445280522322062,0.7678589521109747,-0.573406146887754,-0.8719224083840343,-0.11962296922801365,-0.520871767480197,0.009,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.024437302196448536,0.01605879858623761,0.02478460110844827,0.016406707776015043,5.334412149989865,5.929570417816911,-0.5951582678270455,-1.2801079191927354,0.06012099243757074,-0.5972408304995929,0.032,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_lora64sat_s59000_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,locoL_lora64sat_s59000_K1000,0.17396187077739536,0.1810319064684482,0.17420863693934152,0.18128792541559202,2.5211119430477837,2.4636452565298157,0.057466686517968046,-0.17659024149578126,0.2961095389276068,0.061284300983378115,0.701,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.06774862156955633,0.09319762547604649,0.06813748993770902,0.09368522089097324,3.875407387645997,3.4160347131709057,0.45937267447509145,-0.026511694728362956,0.9231996544004565,0.4722018182383798,0.969,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.048577758125558985,0.35582655671094127,0.04926460899259912,0.35681529742429136,4.343304583056146,1.4867506269243427,2.856553956131804,2.270939145417865,3.595164473130509,2.8578285734199698,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.05135979387701793,0.22676843499216856,0.051813955267547986,0.2275325300319353,4.270515472485216,2.1358552745836463,2.1346601979015696,1.6250600259049683,2.784328886174825,2.1454488995779712,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.5319179516817899,1.1265319095954833,0.532424690910733,1.1270677760223733,0.9093506178740457,0.17257427433117636,0.7367763435428694,-0.40993341431997826,1.21870967520782,0.7151225846970064,0.897,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.8745196186593233,2.2138944933008635,0.8747521813972814,2.214047553760989,0.1930537377233338,1.146686208948005,-0.9536324712246712,-1.652014767416402,-0.02881502546777913,-0.977157195721629,0.024,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.3384860382084063,1.4735214875060003,0.33856921470146556,1.4736241883314956,1.5624772965406581,0.5593686473911647,1.0031086491494934,0.12409725288795162,1.8374877749313452,0.9814723010316031,0.9865,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.10202153488586543,0.26510955911221146,0.10216169234534685,0.26534803561702,3.291073765771512,1.9140422264320642,1.3770315393394477,0.5102927837399099,2.284837722950471,1.422169047415637,0.998,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.024406803646065605,0.11425238688955683,0.024985202825934392,0.11541845035452823,5.322782260082673,3.115054228726131,2.2077280313565417,1.3520097982997583,3.1281367773204902,2.230200645105631,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.47252963031965806,1.7713846449499187,0.4726436493776784,1.7715828262006563,1.0811752242873893,0.8250389168565045,0.2561363074308848,-0.7717439912809774,1.1730836715293922,0.20844343124255799,0.6625,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.599284230621864,2.051263406528571,0.599508400885723,2.0516126247941484,0.7381481246819697,1.0367583542168475,-0.2986102295348778,-1.744355040779616,1.4779656227520863,-0.34522332219336627,0.367,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.16323907780668198,0.2837200039828736,0.16365423447418875,0.2842367856104896,2.611277162985115,1.8148348162267118,0.7964423467584032,0.5026246726006902,1.115897058866968,0.8033792455671949,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,1.312926214849193,2.96573168222423,1.3152725249302393,2.9671401420413583,0.3953617574111459,1.569073068865144,-1.173711311453998,-1.526106233468092,-0.7938892315543088,-1.1632403376189848,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.940455814827002,1.6087437927981578,0.9418576839663991,1.6107407088011836,0.08641901185089883,0.6877242729185145,-0.6013052610676156,-0.9784968419927135,0.1114221751292244,-0.5555842720234032,0.05,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.011699633275889151,0.015897732904074032,0.011866357057293327,0.016227814193006136,6.396979090686338,5.945387500750096,0.4515915899362426,-0.3652946957473965,1.2376849392650275,0.469197574274935,0.8675,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,0.07816315870755962,0.35728916629119173,0.07827608978832155,0.35754599774427415,3.675284500543485,1.4837992405522205,2.191485259991264,1.879242303224918,2.4930257571000634,2.2098717556404095,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.07988147354770686,0.09319762547604649,0.08033892322051893,0.09368522089097324,3.637757064647605,3.4160347131709057,0.2217223514766995,-0.2585448626190029,0.6657142331570788,0.232877396421171,0.8405,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.06621804681865287,0.35582655671094127,0.06715079504937269,0.35681529742429136,3.8964517088562287,1.4867506269243427,2.4097010819318863,1.8289128629128752,3.1391184131631964,2.4192930082239386,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.07641557180132516,0.22676843499216856,0.07708809570561026,0.2275325300319353,3.69734809996486,2.1358552745836463,1.5614928253812135,1.0591544726899509,2.186946603789708,1.5754349995320043,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.5319179516817899,1.1265319095954833,0.532424690910733,1.1270677760223733,0.9093506178740457,0.17257427433117636,0.7367763435428694,-0.40993341431997826,1.21870967520782,0.7151225846970064,0.897,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.8745196186593233,2.2138944933008635,0.8747521813972814,2.214047553760989,0.1930537377233338,1.146686208948005,-0.9536324712246712,-1.652014767416402,-0.02881502546777913,-0.977157195721629,0.024,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.5608754293224328,1.4735214875060003,0.5610063705804617,1.4736241883314956,0.8339109412499863,0.5593686473911647,0.2745422938588217,-0.6608971570129288,1.1132001040872486,0.23910225883631026,0.6965,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.16729707832655455,0.26510955911221146,0.16752404749702515,0.26534803561702,2.577559890573429,1.9140422264320642,0.6635176641413649,-0.1990963737652755,1.4641644301490355,0.7022390359645142,0.938,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.04682890057362296,0.11425238688955683,0.04793387984304235,0.11541845035452823,4.382810471103513,3.115054228726131,1.2677562423773816,0.4129084625849617,2.1987368067886193,1.2774800738400314,0.998,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,1.0171448904786355,1.7713846449499187,1.017362897303662,1.7715828262006563,0.024834385933913017,0.8250389168565045,-0.8002045309225916,-1.1168208221253852,0.2922487594537228,-0.6964305170454178,0.0695,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,1.0617396790241445,2.051263406528571,1.0620984858931266,2.0516126247941484,0.08691755006089777,1.0367583542168475,-0.9498408041559497,-1.253908467239887,0.8233275848846477,-0.8122086539357981,0.1475,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.2733762869292626,0.2837200039828736,0.2740500965480927,0.2842367856104896,1.8674884519379693,1.8148348162267118,0.052653635711257474,-0.24973644474676013,0.3637343138796656,0.05794509249510216,0.65,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,1.5013554401284754,2.96573168222423,1.503892948705894,2.9671401420413583,0.5887018756140767,1.569073068865144,-0.9803711932510673,-1.3416168391258216,-0.6015394743046664,-0.9699048131859083,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,1.0757620945313244,1.6087437927981578,1.0773286005008058,1.6107407088011836,0.10745835945176781,0.6877242729185145,-0.5802659134667466,-0.8755786298261169,-0.05776599884232699,-0.5009946698964026,0.0165,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.023184193818441296,0.015897732904074032,0.023513771585784413,0.016227814193006136,5.410350225360621,5.945387500750096,-0.5350372753894748,-1.3136817325142895,0.17344299079380446,-0.542645871104356,0.0695,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s108500_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,locoL_fullsat_s108500_K1000,0.17506416373739037,0.35728916629119173,0.17531244052384656,0.35754599774427415,2.511999718611728,1.4837992405522205,1.0282004780595078,0.7567510229386928,1.2836485675252776,1.0372691210548055,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.06774862156955633,0.07443658617515467,0.06813748993770902,0.07469117661202342,3.875407387645997,3.742918364563742,0.1324890230822553,-0.2788662672496855,0.5328603714482866,0.14740649400877892,0.7585,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.048577758125558985,0.4578802118448724,0.04926460899259912,0.4586226217106065,4.343304583056146,1.1246205768094781,3.218684006246668,2.717738888855797,3.859911208079991,3.22211038610913,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.05135979387701793,0.24533686611441885,0.051813955267547986,0.24584486752066909,4.270515472485216,2.024179858418158,2.246335614067058,1.7611680418859925,2.8113432335874147,2.251179305694013,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.5319179516817899,0.6423560054291332,0.532424690910733,0.6428287412699105,0.9093506178740457,0.6374936606462993,0.2718569572277464,-0.0439432073686714,0.5186813442336815,0.27053602084576067,0.9595,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.8745196186593233,0.7789312673679984,0.8747521813972814,0.7791695040153345,0.1930537377233338,0.3599908821319203,-0.1669371444085865,-0.5323449222446464,0.16928814839328393,-0.1537555538767537,0.2045,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.3384860382084063,0.3670916554232395,0.33856921470146556,0.36718833714411464,1.5624772965406581,1.4454078591518817,0.1170694373887764,-0.23205033417695184,0.47316844983947676,0.11655386541778079,0.731,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.10202153488586543,0.7236700218478581,0.10216169234534685,0.7237485884575642,3.291073765771512,0.46643946550190674,2.8246343002696053,2.223738272631169,3.545362554325095,2.8566407946129706,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.024406803646065605,0.25239152414307786,0.024985202825934392,0.2527904288644857,5.322782260082673,1.9839862535683195,3.3387960065143534,2.555772083899183,4.172378595621467,3.3297802802471135,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.47252963031965806,1.4193264502124077,0.4726436493776784,1.4193812204911784,1.0811752242873893,0.5052621236108844,0.5759131006765049,-0.17573156730886536,1.2291121186027318,0.5632748405649017,0.939,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.599284230621864,1.5945510577583955,0.599508400885723,1.594767354263332,0.7381481246819697,0.6733459780146904,0.06480214666727924,-0.9305300624547073,1.3806675412601332,0.0578081616237075,0.535,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.16323907780668198,0.3028152085590466,0.16365423447418875,0.3034495375678189,2.611277162985115,1.7204714728171278,0.8908056901679873,0.4606511780791166,1.3130204135850838,0.9023461942859267,0.9995,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,1.312926214849193,1.681104679109026,1.3152725249302393,1.683303547933006,0.3953617574111459,0.751295359442571,-0.3559336020314251,-0.6979104817294105,0.016091559110440697,-0.33856172473682095,0.033,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.940455814827002,2.0238415458343963,0.9418576839663991,2.0255578897324504,0.08641901185089883,1.0183193173306773,-0.9319003054797784,-1.2798999912285798,-0.26096031088706967,-0.8846071740638404,0.005,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.011699633275889151,0.06313381473959985,0.011866357057293327,0.06333349260535036,6.396979090686338,3.9808875489366082,2.41609154174973,1.8724192555035155,3.0334534105598867,2.4122716582065027,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_scratchsat_s162000_K1000,xcalL_K1000,0.07816315870755962,0.18669230903631545,0.07827608978832155,0.1867744825686915,3.675284500543485,2.4206307297020775,1.2546537708414074,0.9798285528012751,1.5310530825508266,1.2554497545279464,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.07845063855580833,0.07443658617515467,0.07890001713298724,0.07469117661202342,3.6638305762574985,3.742918364563742,-0.0790877883062433,-0.49583565672290975,0.31042496971755823,-0.06332854240896246,0.3685,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.06397550261512924,0.4578802118448724,0.06487709493166517,0.4586226217106065,3.946146969811307,1.1246205768094781,2.821526393001829,2.3181345580552355,3.458385410714762,2.8324812177096206,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.0741807590600232,0.24533686611441885,0.0748338916537691,0.24584486752066909,3.7401643869478542,2.024179858418158,1.7159845285296962,1.223066760524115,2.271024000465241,1.7217578326281107,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.5319179516817899,0.6423560054291332,0.532424690910733,0.6428287412699105,0.9093506178740457,0.6374936606462993,0.2718569572277464,-0.0439432073686714,0.5186813442336815,0.27053602084576067,0.9595,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.8745196186593233,0.7789312673679984,0.8747521813972814,0.7791695040153345,0.1930537377233338,0.3599908821319203,-0.1669371444085865,-0.5323449222446464,0.16928814839328393,-0.1537555538767537,0.2045,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.530164103603128,0.3670916554232395,0.5302887735250748,0.36718833714411464,0.9151498886510998,1.4454078591518817,-0.5302579705007819,-0.8660517146153119,-0.20796726758226652,-0.5435316279978233,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.15960429402092752,0.7236700218478581,0.15982114851919094,0.7237485884575642,2.6454697676917034,0.46643946550190674,2.1790303021897968,1.5882159460193201,2.8915541581445283,2.2092905201971575,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.044368116782120846,0.25239152414307786,0.045415528660295114,0.2527904288644857,4.460670515811835,1.9839862535683195,2.476684262243516,1.6524580197785728,3.3342836036601775,2.4683892603000306,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.9515133673081508,1.4193264502124077,0.9517203988669823,1.4193812204911784,0.07139030120245742,0.5052621236108844,-0.433871822408427,-0.6412387104976922,0.3742745484602615,-0.3327318471480728,0.144,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,1.0013060209843028,1.5945510577583955,1.0016491310553348,1.594767354263332,0.0023772335487951364,0.6733459780146904,-0.6709687444658953,-0.8489433457161841,0.7352130925975734,-0.2901768410200479,0.231,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.24415035969072985,0.3028152085590466,0.24475721793042396,0.3034495375678189,2.030576689118118,1.7204714728171278,0.3101052163009903,-0.12125920936037696,0.7299770750467507,0.31923936424975163,0.917,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,1.4718280260260999,1.681104679109026,1.4743379852392628,1.683303547933006,0.5600672935870995,0.751295359442571,-0.19122806585547147,-0.5359733028230838,0.19518460919820388,-0.17265853104641427,0.1915,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,1.07282766437712,2.0238415458343963,1.0743906986723335,2.0255578897324504,0.10351872008147016,1.0183193173306773,-0.9148005972492071,-1.181304076780761,-0.37841310396987593,-0.8294862907949572,0.001,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.021096420862334646,0.06313381473959985,0.021396452783618583,0.06333349260535036,5.546484550889717,3.9808875489366082,1.5655970019531091,0.9891366476653802,2.1763278686913607,1.5550335987635833,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs xcalL_K1000,main,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,xcalL_K1000,locoL_lora16sat_s26750_K1000,xcalL_K1000,0.16521412788698545,0.18669230903631545,0.16544888214873366,0.1867744825686915,2.595542550737222,2.4206307297020775,0.17491182103514458,-0.12375064939028628,0.45299205433541756,0.17061651724875726,0.8735,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.06774862156955633,0.08445165679655217,0.06813748993770902,0.0848541123945746,3.875407387645997,3.5588716091171104,0.3165357785288867,-0.047983601308269626,0.7204794551309164,0.3245848459620202,0.9495,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.048577758125558985,0.3477647451962688,0.04926460899259912,0.34872151191444134,4.343304583056146,1.5198527311311674,2.823451851924979,2.208264953161439,3.562263197408129,2.827371002608582,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.05135979387701793,0.20690447400241835,0.051813955267547986,0.20760790714544794,4.270515472485216,2.2680667023366436,2.0024487701485723,1.5158694581283214,2.6222163984597735,2.0069815538393385,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.5319179516817899,1.0835697892760274,0.532424690910733,1.0840852195681652,0.9093506178740457,0.11647817091308196,0.7928724469609637,-0.3581418626950468,1.163446851578032,0.7787610262719278,0.913,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.8745196186593233,1.773505303422974,0.8747521813972814,1.7736845043941625,0.1930537377233338,0.826749411879734,-0.6336956741564003,-1.2817047351906923,0.21916427521398515,-0.6657700620716387,0.0695,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.3384860382084063,1.1017655323964184,0.33856921470146556,1.1018784784603974,1.5624772965406581,0.1399651239183615,1.4225121726222967,0.6037720834105501,1.8062026860289877,1.377639512823079,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.10202153488586543,0.29207786471847397,0.10216169234534685,0.29227938381613644,3.291073765771512,1.774580023920499,1.516493741851013,0.6606696014915552,2.3392441970711126,1.5726649484525028,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.024406803646065605,0.15020639462172353,0.024985202825934392,0.15120164991797608,5.322782260082673,2.72545421250103,2.5973280475816427,1.8524900755503229,3.4330316177919933,2.6319209696357397,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.47252963031965806,1.3715836643644495,0.4726436493776784,1.371760731809552,1.0811752242873893,0.45602886260775394,0.6251463616796353,-0.36730338747782165,1.3601106684273343,0.5851070511709924,0.8925,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.599284230621864,1.3520814237702414,0.599508400885723,1.352438325822959,0.7381481246819697,0.43556280546938325,0.3025853192125864,-1.0351082059725971,1.595800298126268,0.24725727402991748,0.609,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.16323907780668198,0.24787916281978503,0.16365423447418875,0.24844099006166873,2.611277162985115,2.0090248726976663,0.6022522902874488,0.22014262510948437,0.9615509945228407,0.6055999806223868,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,1.312926214849193,1.4030443333709146,1.3152725249302393,1.405653617229013,0.3953617574111459,0.4912411276449703,-0.09587937023382442,-0.44762992371404003,0.2755357899185616,-0.09169018799075576,0.316,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.940455814827002,1.6217877697235807,0.9418576839663991,1.6233349694052215,0.08641901185089883,0.6989607256018269,-0.612541713750928,-0.9709171932987501,0.11131107024829515,-0.5659584961293024,0.049,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.011699633275889151,0.013525411284216323,0.011866357057293327,0.013846514465950952,6.396979090686338,6.174333332312207,0.22264575837413147,-0.6868285759218515,1.0542181350960045,0.23719207646136686,0.6995,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,0.07816315870755962,0.44881719148026417,0.07827608978832155,0.4490379668466419,3.675284500543485,1.1550906626922857,2.520193837851199,2.277538595340574,2.772469120777464,2.5342755092533293,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.08133668963815854,0.08445165679655217,0.08180234334461714,0.0848541123945746,3.611714017961798,3.5588716091171104,0.052842408844687494,-0.30284279814631354,0.43961239187303314,0.05850863481344426,0.61,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.06370883701120107,0.3477647451962688,0.06460672249588252,0.34872151191444134,3.9521719009100593,1.5198527311311674,2.432319169778892,1.8094200060624657,3.171872093563564,2.4434440658658643,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.07299673727091521,0.20690447400241835,0.07363958942933463,0.20760790714544794,3.763374606676179,2.2680667023366436,1.4953079043395352,1.006066551275519,2.1108638373330026,1.502293706934745,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.5319179516817899,1.0835697892760274,0.532424690910733,1.0840852195681652,0.9093506178740457,0.11647817091308196,0.7928724469609637,-0.3581418626950468,1.163446851578032,0.7787610262719278,0.913,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.8745196186593233,1.773505303422974,0.8747521813972814,1.7736845043941625,0.1930537377233338,0.826749411879734,-0.6336956741564003,-1.2817047351906923,0.21916427521398515,-0.6657700620716387,0.0695,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.5546961186798794,1.1017655323964184,0.554825806470875,1.1018784784603974,0.8498932019596501,0.1399651239183615,0.7099280780412887,-0.16542490986221836,1.0630309143931886,0.663031855619821,0.941,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.17713899608279798,0.29207786471847397,0.17737886040476022,0.29227938381613644,2.495094012004225,1.774580023920499,0.7205139880837261,-0.10980085062059891,1.5069244750931514,0.7645365381428264,0.9575,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.049842744596337266,0.15020639462172353,0.05101815433926652,0.15120164991797608,4.292845481617383,2.72545421250103,1.567391269116353,0.7949985754239174,2.425058040057931,1.5831806329622202,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,1.0959385816798666,1.3715836643644495,1.0961692014723428,1.371760731809552,0.13247050567465937,0.45602886260775394,-0.32355835693309454,-0.556709257357541,0.33881093531913276,-0.25552342510619547,0.1545,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.9782083721653858,1.3520814237702414,0.9785453322637127,1.352438325822959,0.031289407942133945,0.43556280546938325,-0.40427339752724933,-0.8009074743144924,0.9682126961188315,-0.2153500259003796,0.3235,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.2588874443389741,0.24787916281978503,0.2595282147070898,0.24844099006166873,1.9460367046461065,2.0090248726976663,-0.06298816805155982,-0.4389114618660946,0.2766923582937994,-0.06546245395241101,0.359,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,1.4990421035489245,1.4030443333709146,1.5015774861212816,1.405653617229013,0.5864789244178953,0.4912411276449703,0.09523779677292499,-0.2623088256463924,0.4703392159227749,0.10168730064633233,0.7015,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,1.0199653053958824,1.6217877697235807,1.0214650484914305,1.6233349694052215,0.03063984016437453,0.6989607256018269,-0.6683208854374524,-0.9222440788933267,0.01891640630490703,-0.5442695025946039,0.0265,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.02254235214036054,0.013525411284216323,0.02286284946703528,0.013846514465950952,5.4508509675096235,6.174333332312207,-0.7234823648025834,-1.584962500721156,0.06033578637873065,-0.7369655941662057,0.0315,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_fullsat_s20000_K1000,extra,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,locoL_fullsat_s20000_K1000,0.19230840850966655,0.44881719148026417,0.19258023060549936,0.4490379668466419,2.376468484495631,1.1550906626922857,1.2213778218033455,1.016254472137855,1.4270592776009896,1.2274369110617234,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.0921064007521195,0.03455148429264064,0.09246509141934885,0.03496986109864712,3.4349473856779147,4.8377441241563375,-1.4027967384784228,-1.92684366236798,-0.8793982056272608,-1.392340590585466,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.060581250600648326,0.15074680781436758,0.06124552765475721,0.15170969903094667,4.029251692041206,2.7206147726738727,1.3086369193673333,0.6987272731299888,1.9772859984468256,1.3172994397158158,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.07929403011357172,0.09799779168929652,0.07974825714055453,0.09869579284450944,3.6484031999524453,3.3408676022736747,0.3075355976787706,-0.12108814792351072,0.7822347348138583,0.3075712273695166,0.914,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.44430668971257065,0.7885426857614543,0.44482556173119836,0.7890632330137967,1.1686884005237113,0.34178717703133,0.8269012234923813,0.34157586095916476,1.0986967237252567,0.8080926636135569,0.991,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.48647643067906404,1.3769274412202748,0.4867320267872353,1.377130182160728,1.038800388347885,0.4616649460235572,0.5771354423243278,-0.3546323445294099,1.3617585914481456,0.5611071517331698,0.886,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.26151671169882684,0.7847325890984427,0.26160132555442345,0.7848498131025359,1.9345582437839812,0.34951148498748347,1.5850467587964978,1.2520974912748142,1.9340705271091796,1.5814092517060847,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.15778214546208583,0.12059908905089947,0.1579105160016787,0.12080054457260106,2.6628208446626522,3.0493011364957274,-0.3864802918330752,-1.1108863477244524,0.30837907172587586,-0.3622375984033417,0.139,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.059315959016494495,0.062457773651123163,0.059848691128926206,0.06342114749292989,4.062536493524167,3.978892209094518,0.08364428442964922,-0.7485325032425597,0.8197048505090226,0.08111064969741699,0.583,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.5264503190109449,1.3113201816914841,0.5265540635851633,1.311491080733213,0.9253464282861095,0.39120799606975354,0.5341384322163559,-0.48737571931929957,1.2509364435122636,0.48445185154966897,0.8435,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,ISG-high T,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.6968028801286651,1.6618662529641857,0.69702383047503,1.6621881326405987,0.5207201138002174,0.733083680945195,-0.21236356714497762,-1.4450045282533939,1.3872975437592951,-0.2681511524609095,0.392,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.15742395682390772,0.1727206928178813,0.15791019748830873,0.17329034275936933,2.6628237546532874,2.5287368376274673,0.1340869170258201,-0.22486200016034374,0.5187107507554372,0.13634675595314083,0.7475,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,HSPC,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.9572072896437466,1.6168357133193116,0.9597934641382827,1.6192360673266597,0.05920410605433539,0.6953133305041702,-0.6361092244498349,-1.041512953624597,0.18231915025796175,-0.5525840113862128,0.065,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.8600122781301804,1.4093349346964432,0.861398915718368,1.4110225917470067,0.21524658729170734,0.4967410869716396,-0.28149449967993223,-0.7963036183538023,0.4909955292980395,-0.3006571816064978,0.236,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.03543317506412143,0.010246832990276828,0.03559907117187998,0.01054754714685423,4.812016589965182,6.566948653449433,-1.754932063484251,-2.7423593833738815,-0.9778042201481059,-1.737155204051247,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,0.13144783944662145,0.18395832461441633,0.13155136934975437,0.18417377472585933,2.9263018289467086,2.440860450214726,0.48544137873198245,0.1825586721425876,0.8304146691122878,0.49234560920501513,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.10665613243012405,0.03455148429264064,0.10707023848191892,0.03496986109864712,3.223370574289416,4.8377441241563375,-1.6143735498669214,-2.1380616455664123,-1.096960427147323,-1.6088743714109819,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.07978375507185839,0.15074680781436758,0.08065489593948723,0.15170969903094667,3.6320940787963663,2.7206147726738727,0.9114793061224935,0.323713670767349,1.5789147343693999,0.9189127722429968,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.11452716023039103,0.09799779168929652,0.11517886259825753,0.09869579284450944,3.1180521144150846,3.3408676022736747,-0.22281548785859018,-0.6487756502109372,0.23261599529230143,-0.22093359515332245,0.1565,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.44430668971257065,0.7885426857614543,0.44482556173119836,0.7890632330137967,1.1686884005237113,0.34178717703133,0.8269012234923813,0.34157586095916476,1.0986967237252567,0.8080926636135569,0.991,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.48647643067906404,1.3769274412202748,0.4867320267872353,1.377130182160728,1.038800388347885,0.4616649460235572,0.5771354423243278,-0.3546323445294099,1.3617585914481456,0.5611071517331698,0.886,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.4096085432914701,0.7847325890984427,0.40973673936394217,0.7848498131025359,1.2872308358944233,0.34951148498748347,0.9377193509069399,0.6500961381832359,1.199261503246798,0.9243796679324607,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.24683717965776691,0.12059908905089947,0.24703427920255924,0.12080054457260106,2.0172168465828437,3.0493011364957274,-1.0320842899128837,-1.7566293314295787,-0.35485748412145907,-1.0160874530361879,0.001,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.10782802348277012,0.062457773651123163,0.1087867873710266,0.06342114749292989,3.20042474925333,3.978892209094518,-0.7784674598411878,-1.5858482226757131,-0.07488901141554925,-0.7895115711403005,0.0155,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.0600912273452305,1.3113201816914841,1.0602749959300928,1.311491080733213,0.08443849479882279,0.39120799606975354,-0.3067695012709307,-0.5301619852560889,0.4071908424770723,-0.21498517084871094,0.2085,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.1642437488936335,1.6618662529641857,1.1645763647159617,1.6621881326405987,0.2198052444305471,0.733083680945195,-0.5132784365146479,-1.2006173639052953,0.7985047491461107,-0.3425206116540328,0.179,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.23545290869636182,0.1727206928178813,0.2361665785444618,0.17329034275936933,2.0821232807862904,2.5287368376274673,-0.4466135568411769,-0.8046952231957396,-0.0691059998212007,-0.44437792184949276,0.01,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.0730568859697673,1.6168357133193116,1.0758682594989215,1.6192360673266597,0.10550143012161825,0.6953133305041702,-0.5898119003825519,-0.934960978875819,0.04768879477592779,-0.5024750236127611,0.034,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.9810614694872924,1.4093349346964432,0.9826102166484683,1.4110225917470067,0.02530885535933826,0.4967410869716396,-0.47143223161230136,-0.7135180652861457,0.3187623711894404,-0.36074554249486224,0.119,not_significant,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.06389201746878492,0.010246832990276828,0.06418935835085572,0.01054754714685423,3.9615220501685617,6.566948653449433,-2.6054266032808715,-3.5661541627274858,-1.8743350382969646,-2.591816171762219,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s50000_K1000 vs locoL_lora16sat_s26750_K1000,extra,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.2778424070354473,0.18395832461441633,0.27805460215131095,0.18417377472585933,1.8465598791404458,2.440860450214726,-0.5943005710742804,-0.8741185478331857,-0.29558685092811965,-0.5873955242759017,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.06774862156955633,0.0921064007521195,0.06813748993770902,0.09246509141934885,3.875407387645997,3.4349473856779147,0.44046000196808244,0.017443393750701607,0.8907003611510284,0.43640421004749297,0.9815,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.048577758125558985,0.060581250600648326,0.04926460899259912,0.06124552765475721,4.343304583056146,4.029251692041206,0.31405289101494027,-0.24938461670666684,0.8970400087547181,0.3025201173787819,0.8575,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.05135979387701793,0.07929403011357172,0.051813955267547986,0.07974825714055453,4.270515472485216,3.6484031999524453,0.6221122725327706,0.08272490041585319,1.2063102066211797,0.6347317689355612,0.989,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.5319179516817899,0.44430668971257065,0.532424690910733,0.44482556173119836,0.9093506178740457,1.1686884005237113,-0.25933778264966556,-0.488557567859738,-0.03548051964522124,-0.26019580793833663,0.0125,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.8745196186593233,0.48647643067906404,0.8747521813972814,0.4867320267872353,0.1930537377233338,1.038800388347885,-0.8457466506245511,-1.1681220150785925,-0.4290529072593174,-0.82717302895861,0.0035,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.3384860382084063,0.26151671169882684,0.33856921470146556,0.26160132555442345,1.5624772965406581,1.9345582437839812,-0.3720809472433231,-0.4927495225745409,-0.23310938599901523,-0.37768966917103175,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.10202153488586543,0.15778214546208583,0.10216169234534685,0.1579105160016787,3.291073765771512,2.6628208446626522,0.6282529211088597,0.39644613406874146,0.9499653334389272,0.6445783345345779,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.024406803646065605,0.059315959016494495,0.024985202825934392,0.059848691128926206,5.322782260082673,4.062536493524167,1.2602457665585058,0.5427492433227524,2.1294331044337373,1.27259248809119,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.47252963031965806,0.5264503190109449,0.4726436493776784,0.5265540635851633,1.0811752242873893,0.9253464282861095,0.15582879600127986,0.0046183938677776485,0.27575178613058365,0.15567392201636382,0.9785,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.599284230621864,0.6968028801286651,0.599508400885723,0.69702383047503,0.7381481246819697,0.5207201138002174,0.21742801088175223,-0.2361193364434836,0.3847137391277278,0.20047606520191363,0.88,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.16323907780668198,0.15742395682390772,0.16365423447418875,0.15791019748830873,2.611277162985115,2.6628237546532874,-0.051546591668172326,-0.38234703133979814,0.26539048292723266,-0.04974093975728211,0.377,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,1.312926214849193,0.9572072896437466,1.3152725249302393,0.9597934641382827,0.3953617574111459,0.05920410605433539,0.33615765135681047,-0.37411985112844365,0.6035461810138911,0.27525766145670527,0.8315,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.940455814827002,0.8600122781301804,0.9418576839663991,0.861398915718368,0.08641901185089883,0.21524658729170734,-0.12882757544080853,-0.3250803414528557,0.21536390441363015,-0.06330454160890342,0.317,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.011699633275889151,0.03543317506412143,0.011866357057293327,0.03559907117187998,6.396979090686338,4.812016589965182,1.584962500721156,1.0827063224972702,2.159388091131157,1.5973996039593787,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,0.07816315870755962,0.13144783944662145,0.07827608978832155,0.13155136934975437,3.675284500543485,2.9263018289467086,0.7489826715967762,0.5833838081319177,0.9141015129910637,0.7457850320661565,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.07845063855580833,0.10665613243012405,0.07890001713298724,0.10707023848191892,3.6638305762574985,3.223370574289416,0.44046000196808244,0.017443393750701176,0.8907003611510284,0.4364042100474932,0.9815,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.06397550261512924,0.07978375507185839,0.06487709493166517,0.08065489593948723,3.946146969811307,3.6320940787963663,0.3140528910149407,-0.24938461670666684,0.8970400087547181,0.3025201173787819,0.8575,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.0741807590600232,0.11452716023039103,0.0748338916537691,0.11517886259825753,3.7401643869478542,3.1180521144150846,0.6221122725327697,0.08272490041585319,1.2063102066211793,0.6347317689355612,0.989,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.5319179516817899,0.44430668971257065,0.532424690910733,0.44482556173119836,0.9093506178740457,1.1686884005237113,-0.25933778264966556,-0.488557567859738,-0.03548051964522124,-0.26019580793833663,0.0125,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.8745196186593233,0.48647643067906404,0.8747521813972814,0.4867320267872353,0.1930537377233338,1.038800388347885,-0.8457466506245511,-1.1681220150785925,-0.4290529072593174,-0.82717302895861,0.0035,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.530164103603128,0.4096085432914701,0.5302887735250748,0.40973673936394217,0.9151498886510998,1.2872308358944233,-0.3720809472433235,-0.4927495225745408,-0.23310938599901504,-0.3776896691710321,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.15960429402092752,0.24683717965776691,0.15982114851919094,0.24703427920255924,2.6454697676917034,2.0172168465828437,0.6282529211088597,0.39644613406874146,0.9499653334389274,0.6445783345345781,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.044368116782120846,0.10782802348277012,0.045415528660295114,0.1087867873710266,4.460670515811835,3.20042474925333,1.2602457665585054,0.5427492433227521,2.129433104433737,1.2725924880911899,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.9515133673081508,1.0600912273452305,0.9517203988669823,1.0602749959300928,0.07139030120245742,0.08443849479882279,-0.013048193596365373,-0.264645431237066,0.21786783972897197,-0.04837253575335119,0.4385,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.0013060209843028,1.1642437488936335,1.0016491310553348,1.1645763647159617,0.0023772335487951364,0.2198052444305471,-0.21742801088175198,-0.34208652242505555,0.3518851632869833,-0.1020904292479329,0.4005,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.24415035969072985,0.23545290869636182,0.24475721793042396,0.2361665785444618,2.030576689118118,2.0821232807862904,-0.051546591668172326,-0.3823470313397986,0.2653904829272326,-0.04974093975728222,0.377,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.4718280260260999,1.0730568859697673,1.4743379852392628,1.0758682594989215,0.5600672935870995,0.10550143012161825,0.4545658634654812,-0.11062394083878004,0.6851037279132232,0.38648739954627953,0.9535,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.07282766437712,0.9810614694872924,1.0743906986723335,0.9826102166484683,0.10351872008147016,0.02530885535933826,0.0782098647221319,-0.28321566540117343,0.2905896085341398,0.018238892031693432,0.5545,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.021096420862334646,0.06389201746878492,0.021396452783618583,0.06418935835085572,5.546484550889717,3.9615220501685617,1.5849625007211556,1.0827063224972706,2.159388091131158,1.5973996039593792,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s50000_K1000,trajectory,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s50000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.16521412788698545,0.2778424070354473,0.16544888214873366,0.27805460215131095,2.595542550737222,1.8465598791404458,0.7489826715967762,0.5833838081319181,0.9141015129910639,0.7457850320661567,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.06774862156955633,0.08171636114271766,0.06813748993770902,0.08206872110278075,3.875407387645997,3.6070237181765403,0.2683836694694568,-0.07437021470143382,0.6365113207456058,0.26077435201078036,0.932,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.048577758125558985,0.12445577270132842,0.04926460899259912,0.12514482848593572,4.343304583056146,2.9983294208954816,1.3449751621606647,0.7028366311006334,1.996870305621486,1.323231452833974,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.05135979387701793,0.1080579823133528,0.051813955267547986,0.10852688179130356,4.270515472485216,3.20387565660945,1.066639815875766,0.5982353481321696,1.5623599636752399,1.0624827244400203,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.5319179516817899,0.520606567381035,0.532424690910733,0.5211384714989284,0.9093506178740457,0.9402613335126222,-0.030910715638576503,-0.2324886254160539,0.15729423225559674,-0.0344039324873342,0.363,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.8745196186593233,0.6753772201357298,0.8747521813972814,0.6756216035182255,0.1930537377233338,0.5657126347316257,-0.3726588970082919,-0.5617557776669202,0.16331848886278297,-0.35778965905029014,0.0455,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.3384860382084063,0.3068033154358585,0.33856921470146556,0.3068870835874506,1.5624772965406581,1.7042201686543994,-0.14174287211374126,-0.2496425171244588,-0.034539017058775635,-0.14465806399344672,0.006,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.10202153488586543,0.116494066771896,0.10216169234534685,0.11662096626346972,3.291073765771512,3.100100913508765,0.19097285226274696,0.009953868431697224,0.4322141232458386,0.19408752022910813,0.9805,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.024406803646065605,0.022208184811410406,0.024985202825934392,0.022734480514345064,5.322782260082673,5.458974151073435,-0.13619189099076223,-1.2831877704595622,0.927566384868889,-0.12621041588783433,0.4085,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.47252963031965806,0.43656392663360943,0.4726436493776784,0.4366675202159339,1.0811752242873893,1.1953928689353204,-0.11421764464793105,-0.1992680045985664,-0.041193528647190246,-0.11555387166434611,0.0015,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.599284230621864,0.5669938334659118,0.599508400885723,0.5672302743209096,0.7381481246819697,0.8179935604639115,-0.07984543578194181,-0.2679247401197255,0.027121034211171038,-0.08471525640584818,0.0945,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.16323907780668198,0.1656933546409988,0.16365423447418875,0.1661447955872244,2.611277162985115,2.5894869929383644,0.021790170046750656,-0.21302258135862884,0.2564063234730976,0.02288369546966451,0.577,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,1.312926214849193,2.5805791119449655,1.3152725249302393,2.5820706324797573,0.3953617574111459,1.3685284660728756,-0.9731667086617297,-1.230780206829167,-0.7184632450747118,-0.967657244737036,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.940455814827002,1.0047977870699818,0.9418576839663991,1.0061990111733945,0.08641901185089883,0.008915676950383195,0.07750333490051563,-0.22247375829265262,0.26232544805573643,0.013775332090461811,0.5445,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.011699633275889151,0.014708110403974933,0.011866357057293327,0.014874729269001493,6.396979090686338,6.070992779224623,0.3259863114617154,-0.30895024088915246,0.9276224578137776,0.31748218985616994,0.836,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,0.07816315870755962,0.11200158379696987,0.07827608978832155,0.11210346566231467,3.675284500543485,3.157097215347515,0.5181872851959697,0.3608027212989501,0.6812807454868997,0.5194777009734115,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.07845063855580833,0.094624813960554,0.07890001713298724,0.0950317293315526,3.6638305762574985,3.3954469067880417,0.2683836694694568,-0.07437021470143383,0.6365113207456062,0.2607743520107806,0.932,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.06397550261512924,0.1639046534700524,0.06487709493166517,0.16480457439759041,3.946146969811307,2.6011718076506427,1.3449751621606643,0.702836631100633,1.9968703056214863,1.3232314528339744,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.0741807590600232,0.15607194938696842,0.0748338916537691,0.15674327257117251,3.7401643869478542,2.6735245710720887,1.0666398158757655,0.5982353481321699,1.56235996367524,1.0624827244400206,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.5319179516817899,0.520606567381035,0.532424690910733,0.5211384714989284,0.9093506178740457,0.9402613335126222,-0.030910715638576503,-0.2324886254160539,0.15729423225559674,-0.0344039324873342,0.363,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.8745196186593233,0.6753772201357298,0.8747521813972814,0.6756216035182255,0.1930537377233338,0.5657126347316257,-0.3726588970082919,-0.5617557776669202,0.16331848886278297,-0.35778965905029014,0.0455,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.530164103603128,0.48054007063763166,0.5302887735250748,0.4806661920215388,0.9151498886510998,1.0568927607648415,-0.1417428721137417,-0.24964251712445873,-0.03453901705877586,-0.144658063993447,0.006,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.15960429402092752,0.18224537893451365,0.15982114851919094,0.18244115129416694,2.6454697676917034,2.454496915428956,0.1909728522627474,0.009953868431697212,0.432214123245839,0.1940875202291079,0.9805,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.044368116782120846,0.04037133872670853,0.045415528660295114,0.04132439742712178,4.460670515811835,4.596862406802598,-0.13619189099076223,-1.2831877704595613,0.927566384868889,-0.12621041588783344,0.4085,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.9515133673081508,0.8790907177511933,0.9517203988669823,0.8792784734532215,0.07139030120245742,0.18560794585038837,-0.11421764464793095,-0.1928343668428675,0.15537591814686957,-0.08076371360062824,0.363,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.0013060209843028,0.9473540438754131,1.0016491310553348,0.947719348957248,0.0023772335487951364,0.07746820223314677,-0.07509096868435162,-0.2342134372978747,0.23780858442390254,-0.009591690018520338,0.4715,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.24415035969072985,0.24782112639641227,0.24475721793042396,0.2484820394180613,2.030576689118118,2.0087865190713674,0.021790170046750656,-0.2130225813586284,0.256406323473098,0.022883695469664955,0.577,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.4718280260260999,2.892903361499575,1.4743379852392628,2.894339189695752,0.5600672935870995,1.5332340022488293,-0.9731667086617298,-1.234648440048095,-0.7184632450747117,-0.9681437309498719,0.0,scratch_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.07282766437712,1.146225953498817,1.0743906986723335,1.1477857823120559,0.10351872008147016,0.1988534088827523,-0.09533468880128214,-0.28874867994089765,0.20883664335369426,-0.049384535537617,0.3505,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.021096420862334646,0.026521214798363554,0.021396452783618583,0.026820905602000754,5.546484550889717,5.220498239428002,0.3259863114617154,-0.30895024088915246,0.9276224578137776,0.3174821898561704,0.836,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s100000_K1000,trajectory,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s100000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.16521412788698545,0.236738692434494,0.16544888214873366,0.23694838524747183,2.595542550737222,2.0773552655412524,0.5181872851959697,0.36080272129894986,0.6812807454868999,0.5194777009734115,1.0,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.06774862156955633,0.07029507338953102,0.06813748993770902,0.07062145199068144,3.875407387645997,3.8237497062838264,0.05165768136217075,-0.3172710903362242,0.3961088970727816,0.043416302444016175,0.5955,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.048577758125558985,0.06763843342190942,0.04926460899259912,0.0683637574839076,4.343304583056146,3.8706244955924136,0.4726800874637327,0.18024339185173874,0.8051508523259417,0.4725887748580886,0.9995,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.05135979387701793,0.07251898597918456,0.051813955267547986,0.07300276824048478,4.270515472485216,3.775905018232782,0.4946104542524341,0.11498814782335878,0.9611330917266715,0.4966369878969892,0.9975,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.5319179516817899,0.5635612289353397,0.532424690910733,0.5641031939127704,0.9093506178740457,0.8259689894831961,0.08338162839084962,-0.08869144600072738,0.24067143310462064,0.08486149416553057,0.8305,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.8745196186593233,0.7937247026868939,0.8747521813972814,0.7939620612292073,0.1930537377233338,0.33285802377123097,-0.13980428604789716,-0.20959504604572826,0.12369554297167316,-0.12881110693458322,0.1375,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.3384860382084063,0.32953611652124587,0.33856921470146556,0.32961946014948396,1.5624772965406581,1.601126675690296,-0.03864937914963784,-0.11992395873474627,0.06538691595288565,-0.03459507342738377,0.263,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.10202153488586543,0.10512889151925295,0.10216169234534685,0.10524636402291868,3.291073765771512,3.248157701944515,0.042916063826996975,-0.18105619884384833,0.37600029287436226,0.05116625085701054,0.644,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.024406803646065605,0.01956764764707166,0.024985202825934392,0.020054659457737937,5.322782260082673,5.63991872139363,-0.3171364613109571,-1.356661353283973,0.5994036737215201,-0.3315555349760988,0.245,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.47252963031965806,0.4997028633900251,0.4726436493776784,0.4997964626059722,1.0811752242873893,1.0005874043448615,0.08058781994252784,0.013856584589964154,0.1397886572245757,0.07872824746684431,0.9885,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.599284230621864,0.6015411778942812,0.599508400885723,0.601782525434858,0.7381481246819697,0.7326858805964704,0.005462244085499224,-0.15355858077020015,0.08101755155736562,-0.00687704199203254,0.4585,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.16323907780668198,0.17611259346646987,0.16365423447418875,0.17653020060074878,2.611277162985115,2.5020130755283416,0.1092640874567734,-0.11011618674592764,0.33017307768734994,0.11143504026448015,0.845,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,1.312926214849193,1.2999909812053585,1.3152725249302393,1.3023460136287135,0.3953617574111459,0.3811128016728661,0.014248955738279778,-0.205982179648782,0.21667203191200726,0.015682664521151912,0.55,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.940455814827002,0.9500226869011624,0.9418576839663991,0.9515479621014856,0.08641901185089883,0.07165171853301519,0.014767293317883637,-0.12126528864020568,0.16349028604551225,0.020157383118018537,0.606,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.011699633275889151,0.0110310828029812,0.011866357057293327,0.01119782989913596,6.396979090686338,6.480637019733248,-0.08365792904690927,-0.7979022286675131,0.6471189767837249,-0.08880926695785618,0.375,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,own_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,0.07816315870755962,0.07448212155285741,0.07827608978832155,0.07457700260945219,3.675284500543485,3.745125376135671,-0.06984087559218599,-0.21620191247300585,0.0773269081003237,-0.06859805567112232,0.1575,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,C1Q-high monocyte (reference),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.07845063855580833,0.08139934462097179,0.07890001713298724,0.08177632867185347,3.6638305762574985,3.612172894895328,0.05165768136217075,-0.31727109033622464,0.396108897072782,0.0434163024440164,0.5955,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Cycling T/NK,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.06397550261512924,0.08907786075845833,0.06487709493166517,0.0900289695760115,3.946146969811307,3.4734668823475743,0.4726800874637327,0.18024339185173963,0.8051508523259404,0.47258877485808815,0.9995,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Cycling activated T (CD38/HLA-DR),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.0741807590600232,0.10474172538699134,0.0748338916537691,0.10543648367943216,3.7401643869478542,3.2455539326954206,0.49461045425243366,0.1149881478233588,0.961133091726671,0.4966369878969892,0.9975,comparator_closer_sig,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Proliferating T (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.5319179516817899,0.5635612289353397,0.532424690910733,0.5641031939127704,0.9093506178740457,0.8259689894831961,0.08338162839084962,-0.08869144600072738,0.24067143310462064,0.08486149416553057,0.8305,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Plasmablast (label),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.8745196186593233,0.7937247026868939,0.8747521813972814,0.7939620612292073,0.1930537377233338,0.33285802377123097,-0.13980428604789716,-0.20959504604572826,0.12369554297167316,-0.12881110693458322,0.1375,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Plasmablast (markers),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.530164103603128,0.5161460151947956,0.5302887735250748,0.5162710951342454,0.9151498886510998,0.9537992678007379,-0.03864937914963806,-0.11992395873474627,0.06538691595288576,-0.03459507342738366,0.263,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,MS1 monocyte (IL1R2+),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.15960429402092752,0.1644654977099123,0.15982114851919094,0.16464679068501994,2.6454697676917034,2.602553703864706,0.04291606382699742,-0.18105619884384788,0.37600029287436226,0.05116625085701032,0.644,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Cycling monocyte (Ye 2026),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.044368116782120846,0.035571215655541964,0.045415528660295114,0.03645329468488292,4.460670515811835,4.7778069771227925,-0.3171364613109571,-1.356661353283973,0.5994036737215203,-0.33155553497609835,0.245,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,ISG-high monocyte (positive control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.9515133673081508,1.0062309825441378,0.9517203988669823,1.0063955992426101,0.07139030120245742,0.009197518740070501,0.062192782462386915,-0.12458181861287175,0.1290984202485347,0.003916657358483559,0.509,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,ISG-high T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.0013060209843028,1.005077011071211,1.0016491310553348,1.0054487022960168,0.0023772335487951364,0.007839477634294236,-0.0054622440854991,-0.15098877125573956,0.09309673740782698,-0.03554138626824102,0.279,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,DN2 / ABC B,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.24415035969072985,0.2634047779406521,0.24475721793042396,0.26401419381881897,2.030576689118118,1.921312601661345,0.10926408745677296,-0.11011618674592764,0.3301730776873497,0.11143504026448026,0.845,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,HSPC,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.4718280260260999,1.4573272572967786,1.4743379852392628,1.4598481770305232,0.5600672935870995,0.5458183378488198,0.014248955738279667,-0.20827034305430478,0.2194992004661696,0.018339920011230693,0.5525,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Cytotoxic CD4 T,False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,1.07282766437712,1.0837411010967433,1.0743906986723335,1.0854445392611165,0.10351872008147016,0.11828601339935396,-0.014767293317883803,-0.14402687797093636,0.16104991132947669,0.0045090327038054545,0.524,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Granulocyte-like (LDG),False,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.021096420862334646,0.019890911098772668,0.021396452783618583,0.020191018823978092,5.546484550889717,5.6301424799366275,-0.08365792904691016,-0.7979022286675131,0.6471189767837249,-0.08880926695785618,0.375,not_significant,2000,20261005,0.5
+locoL_scratchsat_s162000_K1000 vs locoL_scratchsat_s150000_K1000,trajectory,pretrained_depth_ref,Platelet signal in monocytes (negative control),True,True,locoL_scratchsat_s162000_K1000,locoL_scratchsat_s150000_K1000,locoL_lora16sat_s26750_K1000,locoL_lora16sat_s26750_K1000,0.16521412788698545,0.15743348860257414,0.16544888214873366,0.15763027699906818,2.595542550737222,2.665383426329408,-0.06984087559218599,-0.21620191247300585,0.0773269081003237,-0.06859805567112232,0.1575,not_significant,2000,20261005,0.5