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PBISC-data

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  1. paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/logs/f0_analyze.log +482 -0
  2. paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/logs/f0_extract_scratch_n5__raw.log +1 -0
  3. paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/sepsis/fold0/lora_n5__raw.npz +3 -0
  4. paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/work/sepsis/fold0/real_lora__raw.npz +3 -0
paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/logs/f0_analyze.log ADDED
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1
+ arm state thin gen obs_thinned obs_native_n gen_pct obs_pct gen_over_obs spearman_donors
2
+ zs__raw C1Q-high monocyte (reference) 0.416 12 / 9,506 1,590 / 31,471 1822 0.126 5.052 0.025 0.315
3
+ zs__raw Cycling T/NK 0.425 69 / 10,614 185 / 71,619 288 0.650 0.258 2.517 0.244
4
+ zs__raw Cycling activated T (CD38/HLA-DR) 0.461 33 / 8,631 362 / 61,162 679 0.382 0.592 0.646 -0.197
5
+ zs__raw Proliferating T (label) 1.000 243 / 8,631 444 / 61,162 444 2.815 0.726 3.878 0.287
6
+ zs__raw Plasmablast (label) 1.000 209 / 25,500 716 / 131,629 716 0.820 0.544 1.507 0.162
7
+ zs__raw Plasmablast (markers) 0.503 245 / 25,500 1,618 / 131,629 3407 0.961 1.229 0.782 0.250
8
+ zs__raw MS1 monocyte (IL1R2+) 0.416 141 / 9,506 5,568 / 31,471 7470 1.483 17.692 0.084 0.790
9
+ zs__raw Cycling monocyte (Ye 2026) 0.416 28 / 9,506 992 / 31,471 1684 0.295 3.152 0.093 0.387
10
+ zs__raw ISG-high monocyte (positive control) 0.416 1,513 / 9,506 1,907 / 31,471 4195 15.916 6.060 2.627 0.201
11
+ zs__raw ISG-high T 0.461 92 / 8,631 241 / 61,162 864 1.066 0.394 2.705 -0.123
12
+ zs__raw DN2 / ABC B 0.681 162 / 4,425 607 / 21,022 822 3.661 2.887 1.268 -0.069
13
+ zs__raw HSPC 0.503 20 / 25,500 117 / 131,629 140 0.078 0.089 0.882 0.428
14
+ zs__raw Cytotoxic CD4 T 0.699 19 / 3,484 342 / 29,300 413 0.545 1.167 0.467 0.263
15
+ zs__raw Granulocyte-like (LDG) 0.503 70 / 25,500 2,589 / 131,629 4732 0.275 1.967 0.140 0.259
16
+ zs__raw Platelet signal in monocytes (negative control) 0.416 350 / 9,506 3,221 / 31,471 6486 3.682 10.235 0.360 0.248
17
+ lora_n5__raw C1Q-high monocyte (reference) 1.000 447 / 7,183 1,822 / 31,471 1822 6.223 5.789 1.075 0.152
18
+ lora_n5__raw Cycling T/NK 1.000 62 / 13,360 288 / 71,619 288 0.464 0.402 1.154 0.179
19
+ lora_n5__raw Cycling activated T (CD38/HLA-DR) 1.000 61 / 12,396 679 / 61,162 679 0.492 1.110 0.443 -0.246
20
+ lora_n5__raw Proliferating T (label) 1.000 224 / 12,396 444 / 61,162 444 1.807 0.726 2.489 0.466
21
+ lora_n5__raw Plasmablast (label) 1.000 260 / 25,500 716 / 131,629 716 1.020 0.544 1.874 0.276
22
+ lora_n5__raw Plasmablast (markers) 1.000 332 / 25,500 3,407 / 131,629 3407 1.302 2.588 0.503 0.101
23
+ lora_n5__raw MS1 monocyte (IL1R2+) 1.000 259 / 7,183 7,470 / 31,471 7470 3.606 23.736 0.152 0.838
24
+ lora_n5__raw Cycling monocyte (Ye 2026) 1.000 43 / 7,183 1,684 / 31,471 1684 0.599 5.351 0.112 0.219
25
+ lora_n5__raw ISG-high monocyte (positive control) 1.000 311 / 7,183 4,195 / 31,471 4195 4.330 13.330 0.325 -0.092
26
+ lora_n5__raw ISG-high T 1.000 80 / 12,396 864 / 61,162 864 0.645 1.413 0.457 0.147
27
+ lora_n5__raw DN2 / ABC B 1.000 173 / 3,997 822 / 21,022 822 4.328 3.910 1.107 0.375
28
+ lora_n5__raw HSPC 1.000 26 / 25,500 140 / 131,629 140 0.102 0.106 0.959 0.103
29
+ lora_n5__raw Cytotoxic CD4 T 1.000 161 / 6,369 413 / 29,300 413 2.528 1.410 1.793 0.743
30
+ lora_n5__raw Granulocyte-like (LDG) 1.000 50 / 25,500 4,732 / 131,629 4732 0.196 3.595 0.055 0.489
31
+ lora_n5__raw Platelet signal in monocytes (negative control) 1.000 1,237 / 7,183 6,486 / 31,471 6486 17.221 20.609 0.836 0.218
32
+ scratch_n5__raw C1Q-high monocyte (reference) 0.893 357 / 6,241 1,791 / 31,471 1822 5.720 5.691 1.005 0.409
33
+ scratch_n5__raw Cycling T/NK 1.000 32 / 15,657 288 / 71,619 288 0.204 0.402 0.508 -0.107
34
+ scratch_n5__raw Cycling activated T (CD38/HLA-DR) 1.000 61 / 13,611 679 / 61,162 679 0.448 1.110 0.404 -0.549
35
+ scratch_n5__raw Proliferating T (label) 1.000 135 / 13,611 444 / 61,162 444 0.992 0.726 1.366 0.431
36
+ scratch_n5__raw Plasmablast (label) 1.000 156 / 25,500 716 / 131,629 716 0.612 0.544 1.125 0.386
37
+ scratch_n5__raw Plasmablast (markers) 1.000 231 / 25,500 3,407 / 131,629 3407 0.906 2.588 0.350 0.422
38
+ scratch_n5__raw MS1 monocyte (IL1R2+) 0.893 138 / 6,241 7,278 / 31,471 7470 2.211 23.126 0.096 0.782
39
+ scratch_n5__raw Cycling monocyte (Ye 2026) 0.893 19 / 6,241 1,561 / 31,471 1684 0.304 4.960 0.061 0.178
40
+ scratch_n5__raw ISG-high monocyte (positive control) 0.893 246 / 6,241 3,820 / 31,471 4195 3.942 12.138 0.325 -0.218
41
+ scratch_n5__raw ISG-high T 1.000 28 / 13,611 864 / 61,162 864 0.206 1.413 0.146 0.007
42
+ scratch_n5__raw DN2 / ABC B 1.000 186 / 2,910 822 / 21,022 822 6.392 3.910 1.635 0.326
43
+ scratch_n5__raw HSPC 1.000 13 / 25,500 140 / 131,629 140 0.051 0.106 0.479 0.135
44
+ scratch_n5__raw Cytotoxic CD4 T 1.000 159 / 7,441 413 / 29,300 413 2.137 1.410 1.516 -0.395
45
+ scratch_n5__raw Granulocyte-like (LDG) 1.000 118 / 25,500 4,732 / 131,629 4732 0.463 3.595 0.129 0.403
46
+ scratch_n5__raw Platelet signal in monocytes (negative control) 0.893 708 / 6,241 5,967 / 31,471 6486 11.344 18.960 0.598 -0.375
47
+ real_lora__raw C1Q-high monocyte (reference) 0.767 227 / 3,891 1,743 / 31,471 1822 5.834 5.538 1.053 0.491
48
+ real_lora__raw Cycling T/NK 0.936 57 / 15,651 280 / 71,619 288 0.364 0.391 0.932 0.181
49
+ real_lora__raw Cycling activated T (CD38/HLA-DR) 0.934 61 / 14,147 645 / 61,162 679 0.431 1.055 0.409 -0.275
50
+ real_lora__raw Proliferating T (label) 1.000 153 / 14,147 444 / 61,162 444 1.082 0.726 1.490 0.485
51
+ real_lora__raw Plasmablast (label) 1.000 482 / 25,500 716 / 131,629 716 1.890 0.544 3.475 0.014
52
+ real_lora__raw Plasmablast (markers) 0.898 609 / 25,500 3,023 / 131,629 3407 2.388 2.297 1.040 0.123
53
+ real_lora__raw MS1 monocyte (IL1R2+) 0.767 178 / 3,891 6,990 / 31,471 7470 4.575 22.211 0.206 0.811
54
+ real_lora__raw Cycling monocyte (Ye 2026) 0.767 16 / 3,891 1,445 / 31,471 1684 0.411 4.592 0.090 -0.357
55
+ real_lora__raw ISG-high monocyte (positive control) 0.767 181 / 3,891 3,358 / 31,471 4195 4.652 10.670 0.436 0.690
56
+ real_lora__raw ISG-high T 0.934 68 / 14,147 788 / 61,162 864 0.481 1.288 0.373 0.714
57
+ real_lora__raw DN2 / ABC B 0.988 66 / 4,903 807 / 21,022 822 1.346 3.839 0.351 0.375
58
+ real_lora__raw HSPC 0.898 15 / 25,500 135 / 131,629 140 0.059 0.103 0.574 0.238
59
+ real_lora__raw Cytotoxic CD4 T 1.000 81 / 6,419 413 / 29,300 413 1.262 1.410 0.895 0.762
60
+ real_lora__raw Granulocyte-like (LDG) 0.898 32 / 25,500 4,318 / 131,629 4732 0.125 3.280 0.038 0.251
61
+ real_lora__raw Platelet signal in monocytes (negative control) 0.767 363 / 3,891 5,365 / 31,471 6486 9.329 17.047 0.547 0.005
62
+ real_full__raw C1Q-high monocyte (reference) 0.730 208 / 4,120 1,733 / 31,471 1822 5.049 5.507 0.917 0.569
63
+ real_full__raw Cycling T/NK 0.883 76 / 14,815 275 / 71,619 288 0.513 0.384 1.336 0.466
64
+ real_full__raw Cycling activated T (CD38/HLA-DR) 0.882 78 / 13,435 614 / 61,162 679 0.581 1.004 0.578 0.015
65
+ real_full__raw Proliferating T (label) 1.000 180 / 13,435 444 / 61,162 444 1.340 0.726 1.846 0.735
66
+ real_full__raw Plasmablast (label) 1.000 455 / 25,500 716 / 131,629 716 1.784 0.544 3.280 0.373
67
+ real_full__raw Plasmablast (markers) 0.859 643 / 25,500 2,875 / 131,629 3407 2.522 2.184 1.154 0.077
68
+ real_full__raw MS1 monocyte (IL1R2+) 0.730 325 / 4,120 6,875 / 31,471 7470 7.888 21.846 0.361 0.910
69
+ real_full__raw Cycling monocyte (Ye 2026) 0.730 21 / 4,120 1,408 / 31,471 1684 0.510 4.474 0.114 0.154
70
+ real_full__raw ISG-high monocyte (positive control) 0.730 241 / 4,120 3,194 / 31,471 4195 5.850 10.149 0.576 0.368
71
+ real_full__raw ISG-high T 0.882 70 / 13,435 709 / 61,162 864 0.521 1.159 0.449 0.449
72
+ real_full__raw DN2 / ABC B 0.993 76 / 5,233 820 / 21,022 822 1.452 3.901 0.372 0.485
73
+ real_full__raw HSPC 0.859 20 / 25,500 132 / 131,629 140 0.078 0.100 0.782 0.063
74
+ real_full__raw Cytotoxic CD4 T 0.997 111 / 5,956 413 / 29,300 413 1.864 1.410 1.322 0.816
75
+ real_full__raw Granulocyte-like (LDG) 0.859 33 / 25,500 4,122 / 131,629 4732 0.129 3.132 0.041 0.458
76
+ real_full__raw Platelet signal in monocytes (negative control) 0.730 466 / 4,120 5,090 / 31,471 6486 11.311 16.174 0.699 0.172
77
+ scratch_full__raw C1Q-high monocyte (reference) 0.840 106 / 4,036 1,770 / 31,471 1822 2.626 5.624 0.467 0.509
78
+ scratch_full__raw Cycling T/NK 0.925 25 / 15,598 276 / 71,619 288 0.160 0.385 0.416 -0.171
79
+ scratch_full__raw Cycling activated T (CD38/HLA-DR) 0.953 45 / 13,443 650 / 61,162 679 0.335 1.063 0.315 -0.569
80
+ scratch_full__raw Proliferating T (label) 1.000 110 / 13,443 444 / 61,162 444 0.818 0.726 1.127 0.488
81
+ scratch_full__raw Plasmablast (label) 1.000 172 / 25,500 716 / 131,629 716 0.675 0.544 1.240 0.432
82
+ scratch_full__raw Plasmablast (markers) 0.890 373 / 25,500 2,999 / 131,629 3407 1.463 2.278 0.642 0.200
83
+ scratch_full__raw MS1 monocyte (IL1R2+) 0.840 372 / 4,036 7,169 / 31,471 7470 9.217 22.780 0.405 0.914
84
+ scratch_full__raw Cycling monocyte (Ye 2026) 0.840 17 / 4,036 1,528 / 31,471 1684 0.421 4.855 0.087 0.190
85
+ scratch_full__raw ISG-high monocyte (positive control) 0.840 142 / 4,036 3,614 / 31,471 4195 3.518 11.484 0.306 0.645
86
+ scratch_full__raw ISG-high T 0.953 30 / 13,443 805 / 61,162 864 0.223 1.316 0.170 0.412
87
+ scratch_full__raw DN2 / ABC B 0.902 115 / 5,053 755 / 21,022 822 2.276 3.591 0.634 0.490
88
+ scratch_full__raw HSPC 0.890 35 / 25,500 135 / 131,629 140 0.137 0.103 1.338 -0.068
89
+ scratch_full__raw Cytotoxic CD4 T 1.000 76 / 6,738 413 / 29,300 413 1.128 1.410 0.800 0.578
90
+ scratch_full__raw Granulocyte-like (LDG) 0.890 36 / 25,500 4,312 / 131,629 4732 0.141 3.276 0.043 0.158
91
+ scratch_full__raw Platelet signal in monocytes (negative control) 0.840 286 / 4,036 5,684 / 31,471 6486 7.086 18.061 0.392 0.549
92
+ lora_recipe__raw C1Q-high monocyte (reference) 0.729 136 / 3,965 1,725 / 31,471 1822 3.430 5.481 0.626 0.548
93
+ lora_recipe__raw Cycling T/NK 0.923 57 / 15,201 272 / 71,619 288 0.375 0.380 0.987 0.390
94
+ lora_recipe__raw Cycling activated T (CD38/HLA-DR) 0.923 65 / 13,851 628 / 61,162 679 0.469 1.027 0.457 0.066
95
+ lora_recipe__raw Proliferating T (label) 1.000 177 / 13,851 444 / 61,162 444 1.278 0.726 1.760 0.640
96
+ lora_recipe__raw Plasmablast (label) 1.000 319 / 25,500 716 / 131,629 716 1.251 0.544 2.300 0.132
97
+ lora_recipe__raw Plasmablast (markers) 0.893 411 / 25,500 2,985 / 131,629 3407 1.612 2.268 0.711 0.321
98
+ lora_recipe__raw MS1 monocyte (IL1R2+) 0.729 261 / 3,965 6,882 / 31,471 7470 6.583 21.868 0.301 0.875
99
+ lora_recipe__raw Cycling monocyte (Ye 2026) 0.729 17 / 3,965 1,402 / 31,471 1684 0.429 4.455 0.096 0.262
100
+ lora_recipe__raw ISG-high monocyte (positive control) 0.729 243 / 3,965 3,230 / 31,471 4195 6.129 10.263 0.597 0.523
101
+ lora_recipe__raw ISG-high T 0.923 91 / 13,851 754 / 61,162 864 0.657 1.233 0.533 0.526
102
+ lora_recipe__raw DN2 / ABC B 1.000 57 / 5,157 822 / 21,022 822 1.105 3.910 0.283 0.400
103
+ lora_recipe__raw HSPC 0.893 19 / 25,500 138 / 131,629 140 0.075 0.105 0.711 -0.161
104
+ lora_recipe__raw Cytotoxic CD4 T 1.000 109 / 6,268 413 / 29,300 413 1.739 1.410 1.234 0.845
105
+ lora_recipe__raw Granulocyte-like (LDG) 0.893 21 / 25,500 4,287 / 131,629 4732 0.082 3.257 0.025 0.336
106
+ lora_recipe__raw Platelet signal in monocytes (negative control) 0.729 351 / 3,965 5,114 / 31,471 6486 8.852 16.250 0.545 0.064
107
+ scratch_recipe__raw C1Q-high monocyte (reference) 0.826 108 / 3,598 1,774 / 31,471 1822 3.002 5.637 0.532 0.490
108
+ scratch_recipe__raw Cycling T/NK 0.904 29 / 15,999 271 / 71,619 288 0.181 0.378 0.479 0.222
109
+ scratch_recipe__raw Cycling activated T (CD38/HLA-DR) 0.927 39 / 13,815 619 / 61,162 679 0.282 1.012 0.279 -0.190
110
+ scratch_recipe__raw Proliferating T (label) 1.000 98 / 13,815 444 / 61,162 444 0.709 0.726 0.977 0.620
111
+ scratch_recipe__raw Plasmablast (label) 1.000 163 / 25,500 716 / 131,629 716 0.639 0.544 1.175 0.167
112
+ scratch_recipe__raw Plasmablast (markers) 0.862 415 / 25,500 2,918 / 131,629 3407 1.627 2.217 0.734 0.193
113
+ scratch_recipe__raw MS1 monocyte (IL1R2+) 0.826 377 / 3,598 7,136 / 31,471 7470 10.478 22.675 0.462 0.897
114
+ scratch_recipe__raw Cycling monocyte (Ye 2026) 0.826 15 / 3,598 1,509 / 31,471 1684 0.417 4.795 0.087 -0.033
115
+ scratch_recipe__raw ISG-high monocyte (positive control) 0.826 108 / 3,598 3,587 / 31,471 4195 3.002 11.398 0.263 0.313
116
+ scratch_recipe__raw ISG-high T 0.927 32 / 13,815 772 / 61,162 864 0.232 1.262 0.184 0.441
117
+ scratch_recipe__raw DN2 / ABC B 0.880 81 / 5,051 734 / 21,022 822 1.604 3.492 0.459 0.595
118
+ scratch_recipe__raw HSPC 0.862 25 / 25,500 135 / 131,629 140 0.098 0.103 0.956 0.382
119
+ scratch_recipe__raw Cytotoxic CD4 T 0.987 113 / 6,800 410 / 29,300 413 1.662 1.399 1.188 0.392
120
+ scratch_recipe__raw Granulocyte-like (LDG) 0.862 47 / 25,500 4,142 / 131,629 4732 0.184 3.147 0.059 0.464
121
+ scratch_recipe__raw Platelet signal in monocytes (negative control) 0.826 285 / 3,598 5,594 / 31,471 6486 7.921 17.775 0.446 0.129
122
+ arm state contrast n_a n_b obs_a obs_b gen_a gen_b obs_diff gen_diff same_direction
123
+ zs__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 881 / 11786 58 / 4050 8 / 6190 0 / 946 4.28 0.11 True
124
+ zs__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 503 / 4875 12 / 536 1 / 1002 0 / 103 8.40 0.09 True
125
+ zs__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1384 / 16661 206 / 14810 9 / 7192 3 / 2314 5.37 0.01 True
126
+ zs__raw Cycling T/NK adult sepsis vs adult HC 9 2 81 / 32559 33 / 13492 36 / 5027 8 / 1689 0.14 0.38 True
127
+ zs__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 34 / 7554 14 / 7214 19 / 1996 1 / 805 0.17 0.82 True
128
+ zs__raw Cycling T/NK all sepsis vs all controls 12 5 115 / 40113 70 / 31506 55 / 7023 14 / 3591 0.16 0.47 True
129
+ zs__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 177 / 27788 65 / 9780 18 / 3877 3 / 1428 0.21 0.36 True
130
+ zs__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 55 / 6991 23 / 6513 10 / 1683 0 / 751 0.31 0.61 True
131
+ zs__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 232 / 34779 130 / 26383 28 / 5560 5 / 3071 0.32 0.40 True
132
+ zs__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 129 / 3877 14 / 1428 -0.51 2.93 False
133
+ zs__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 83 / 1683 3 / 751 0.29 4.36 True
134
+ zs__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 212 / 5560 31 / 3071 -0.02 3.04 False
135
+ zs__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 92 / 13500 1 / 3000 0.57 0.65 True
136
+ zs__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 109 / 4500 0 / 1500 0.76 2.42 True
137
+ zs__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 201 / 18000 8 / 7500 0.56 1.01 True
138
+ zs__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 736 / 58201 132 / 19985 110 / 13500 4 / 3000 0.62 0.68 True
139
+ zs__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 410 / 18496 135 / 9638 115 / 4500 5 / 1500 0.89 2.22 True
140
+ zs__raw Plasmablast (markers) all sepsis vs all controls 12 5 1146 / 76697 472 / 54932 225 / 18000 20 / 7500 0.65 0.98 True
141
+ zs__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 4271 / 11786 11 / 4050 125 / 6190 1 / 946 23.82 1.35 True
142
+ zs__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1249 / 4875 0 / 536 13 / 1002 0 / 103 31.17 1.67 True
143
+ zs__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 5520 / 16661 48 / 14810 138 / 7192 3 / 2314 25.61 1.40 True
144
+ zs__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 487 / 11786 26 / 4050 18 / 6190 3 / 946 2.81 -0.03 False
145
+ zs__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 348 / 4875 2 / 536 7 / 1002 0 / 103 7.87 0.60 True
146
+ zs__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 835 / 16661 157 / 14810 25 / 7192 3 / 2314 3.80 0.22 True
147
+ zs__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 654 / 11786 362 / 4050 1142 / 6190 85 / 946 1.81 9.44 True
148
+ zs__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 476 / 4875 9 / 536 140 / 1002 4 / 103 8.14 9.76 True
149
+ zs__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 1130 / 16661 777 / 14810 1282 / 7192 231 / 2314 4.93 8.04 True
150
+ zs__raw ISG-high T adult sepsis vs adult HC 9 2 84 / 27788 68 / 9780 58 / 3877 3 / 1428 -0.05 1.26 False
151
+ zs__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 39 / 6991 14 / 6513 10 / 1683 4 / 751 0.40 0.05 True
152
+ zs__raw ISG-high T all sepsis vs all controls 12 5 123 / 34779 118 / 26383 68 / 5560 24 / 3071 0.24 0.25 True
153
+ zs__raw DN2 / ABC B adult sepsis vs adult HC 9 2 155 / 10384 66 / 1381 79 / 1752 15 / 308 -2.18 0.41 False
154
+ zs__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 254 / 4938 45 / 1716 29 / 1243 10 / 572 4.43 0.63 True
155
+ zs__raw DN2 / ABC B all sepsis vs all controls 12 5 409 / 15322 198 / 5700 108 / 2995 54 / 1430 -0.01 0.11 False
156
+ zs__raw HSPC adult sepsis vs adult HC 9 2 46 / 58201 25 / 19985 15 / 13500 1 / 3000 -0.03 0.08 False
157
+ zs__raw HSPC paediatric sepsis vs paediatric HC 3 1 20 / 18496 1 / 9638 1 / 4500 0 / 1500 0.09 0.02 True
158
+ zs__raw HSPC all sepsis vs all controls 12 5 66 / 76697 51 / 54932 16 / 18000 4 / 7500 0.00 0.04 True
159
+ zs__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 153 / 13595 149 / 4230 7 / 1466 7 / 427 -2.34 -0.77 True
160
+ zs__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 1 / 636 0 / 447 0.22 0.10 True
161
+ zs__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 162 / 16603 180 / 12697 8 / 2102 11 / 1382 -0.52 -0.33 True
162
+ zs__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 1765 / 58201 202 / 19985 43 / 13500 8 / 3000 3.26 0.05 True
163
+ zs__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 315 / 18496 17 / 9638 5 / 4500 0 / 1500 1.66 0.11 True
164
+ zs__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 2080 / 76697 509 / 54932 48 / 18000 22 / 7500 2.76 -0.03 False
165
+ zs__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 1431 / 11786 324 / 4050 263 / 6190 16 / 946 2.18 1.78 True
166
+ zs__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 537 / 4875 23 / 536 30 / 1002 1 / 103 6.49 1.60 True
167
+ zs__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 1968 / 16661 1253 / 14810 293 / 7192 57 / 2314 2.75 1.06 True
168
+ lora_n5__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 1006 / 11786 72 / 4050 316 / 4423 46 / 735 4.72 -0.72 False
169
+ lora_n5__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 562 / 4875 13 / 536 45 / 839 0 / 143 9.48 3.95 True
170
+ lora_n5__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1568 / 16661 254 / 14810 361 / 5262 86 / 1921 5.97 1.11 True
171
+ lora_n5__raw Cycling T/NK adult sepsis vs adult HC 9 2 122 / 32559 48 / 13492 39 / 6755 6 / 1925 0.16 0.40 True
172
+ lora_n5__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 52 / 7554 24 / 7214 10 / 2352 0 / 899 0.24 0.44 True
173
+ lora_n5__raw Cycling T/NK all sepsis vs all controls 12 5 174 / 40113 114 / 31506 49 / 9107 13 / 4253 0.16 0.33 True
174
+ lora_n5__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 344 / 27788 133 / 9780 37 / 6181 4 / 1800 0.05 0.50 True
175
+ lora_n5__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 82 / 6991 49 / 6513 12 / 2192 0 / 864 0.24 0.57 True
176
+ lora_n5__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 426 / 34779 253 / 26383 49 / 8373 12 / 4023 0.34 0.36 True
177
+ lora_n5__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 116 / 6181 28 / 1800 -0.51 0.63 False
178
+ lora_n5__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 45 / 2192 10 / 864 0.29 0.89 True
179
+ lora_n5__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 161 / 8373 63 / 4023 -0.02 0.56 False
180
+ lora_n5__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 149 / 13500 6 / 3000 0.57 0.90 True
181
+ lora_n5__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 85 / 4500 4 / 1500 0.76 1.62 True
182
+ lora_n5__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 234 / 18000 26 / 7500 0.56 0.95 True
183
+ lora_n5__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 1440 / 58201 340 / 19985 190 / 13500 8 / 3000 0.69 1.14 True
184
+ lora_n5__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 888 / 18496 326 / 9638 105 / 4500 8 / 1500 1.51 1.80 True
185
+ lora_n5__raw Plasmablast (markers) all sepsis vs all controls 12 5 2328 / 76697 1079 / 54932 295 / 18000 37 / 7500 0.99 1.15 True
186
+ lora_n5__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 5725 / 11786 28 / 4050 203 / 4423 1 / 735 33.53 3.52 True
187
+ lora_n5__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1610 / 4875 0 / 536 46 / 839 0 / 143 40.50 5.14 True
188
+ lora_n5__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 7335 / 16661 135 / 14810 249 / 5262 10 / 1921 35.09 3.61 True
189
+ lora_n5__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 867 / 11786 46 / 4050 24 / 4423 2 / 735 5.22 0.16 True
190
+ lora_n5__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 508 / 4875 3 / 536 13 / 839 0 / 143 11.33 1.51 True
191
+ lora_n5__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 1375 / 16661 309 / 14810 37 / 5262 6 / 1921 6.13 0.42 True
192
+ lora_n5__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 898 / 11786 926 / 4050 255 / 4423 10 / 735 -8.56 5.71 False
193
+ lora_n5__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 1228 / 4875 38 / 536 17 / 839 0 / 143 17.88 1.51 True
194
+ lora_n5__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 2126 / 16661 2069 / 14810 272 / 5262 39 / 1921 1.88 3.92 True
195
+ lora_n5__raw ISG-high T adult sepsis vs adult HC 9 2 349 / 27788 220 / 9780 68 / 6181 1 / 1800 0.45 0.89 True
196
+ lora_n5__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 152 / 6991 45 / 6513 7 / 2192 0 / 864 1.70 0.31 True
197
+ lora_n5__raw ISG-high T all sepsis vs all controls 12 5 501 / 34779 363 / 26383 75 / 8373 5 / 4023 1.37 0.66 True
198
+ lora_n5__raw DN2 / ABC B adult sepsis vs adult HC 9 2 218 / 10384 89 / 1381 102 / 1661 20 / 296 -3.16 -0.69 True
199
+ lora_n5__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 329 / 4938 65 / 1716 31 / 1160 6 / 446 5.32 1.91 True
200
+ lora_n5__raw DN2 / ABC B all sepsis vs all controls 12 5 547 / 15322 275 / 5700 133 / 2821 40 / 1176 -0.41 1.30 False
201
+ lora_n5__raw HSPC adult sepsis vs adult HC 9 2 52 / 58201 30 / 19985 23 / 13500 0 / 3000 -0.05 0.17 False
202
+ lora_n5__raw HSPC paediatric sepsis vs paediatric HC 3 1 23 / 18496 1 / 9638 1 / 4500 0 / 1500 0.10 0.02 True
203
+ lora_n5__raw HSPC all sepsis vs all controls 12 5 75 / 76697 65 / 54932 24 / 18000 2 / 7500 -0.01 0.11 False
204
+ lora_n5__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 171 / 13595 186 / 4230 74 / 2983 49 / 765 -3.11 -3.96 True
205
+ lora_n5__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 17 / 1264 6 / 502 0.22 0.21 True
206
+ lora_n5__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 180 / 16603 233 / 12697 91 / 4247 70 / 2122 -0.87 -1.28 True
207
+ lora_n5__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 2700 / 58201 487 / 19985 31 / 13500 5 / 3000 3.76 0.06 True
208
+ lora_n5__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 739 / 18496 56 / 9638 6 / 4500 0 / 1500 3.71 0.13 True
209
+ lora_n5__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 3439 / 76697 1293 / 54932 37 / 18000 13 / 7500 3.43 0.03 True
210
+ lora_n5__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 2346 / 11786 705 / 4050 918 / 4423 55 / 735 -0.24 9.84 False
211
+ lora_n5__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 1042 / 4875 50 / 536 110 / 839 5 / 143 12.10 8.16 True
212
+ lora_n5__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 3388 / 16661 3098 / 14810 1028 / 5262 209 / 1921 0.26 6.33 True
213
+ scratch_n5__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 988 / 11786 68 / 4050 234 / 3649 33 / 633 4.71 0.21 True
214
+ scratch_n5__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 558 / 4875 12 / 536 33 / 899 2 / 235 9.59 2.35 True
215
+ scratch_n5__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1546 / 16661 245 / 14810 267 / 4548 90 / 1693 5.96 -0.01 False
216
+ scratch_n5__raw Cycling T/NK adult sepsis vs adult HC 9 2 122 / 32559 48 / 13492 9 / 7912 4 / 1930 0.16 -0.10 False
217
+ scratch_n5__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 52 / 7554 24 / 7214 15 / 2951 2 / 1078 0.24 0.31 True
218
+ scratch_n5__raw Cycling T/NK all sepsis vs all controls 12 5 174 / 40113 114 / 31506 24 / 10863 8 / 4794 0.16 0.04 True
219
+ scratch_n5__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 344 / 27788 133 / 9780 26 / 6933 6 / 1686 0.05 0.03 True
220
+ scratch_n5__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 82 / 6991 49 / 6513 19 / 2512 4 / 943 0.24 0.31 True
221
+ scratch_n5__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 426 / 34779 253 / 26383 45 / 9445 16 / 4166 0.34 0.09 True
222
+ scratch_n5__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 52 / 6933 19 / 1686 -0.51 -0.35 True
223
+ scratch_n5__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 30 / 2512 7 / 943 0.29 0.44 True
224
+ scratch_n5__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 82 / 9445 53 / 4166 -0.02 -0.43 True
225
+ scratch_n5__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 79 / 13500 18 / 3000 0.57 -0.01 False
226
+ scratch_n5__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 40 / 4500 5 / 1500 0.76 0.56 True
227
+ scratch_n5__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 119 / 18000 37 / 7500 0.56 0.17 True
228
+ scratch_n5__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 1440 / 58201 340 / 19985 117 / 13500 24 / 3000 0.69 0.07 True
229
+ scratch_n5__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 888 / 18496 326 / 9638 54 / 4500 11 / 1500 1.51 0.47 True
230
+ scratch_n5__raw Plasmablast (markers) all sepsis vs all controls 12 5 2328 / 76697 1079 / 54932 171 / 18000 60 / 7500 0.99 0.15 True
231
+ scratch_n5__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 5573 / 11786 25 / 4050 89 / 3649 6 / 633 32.50 1.50 True
232
+ scratch_n5__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1578 / 4875 0 / 536 30 / 899 0 / 235 39.65 3.74 True
233
+ scratch_n5__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 7151 / 16661 127 / 14810 119 / 4548 19 / 1693 34.09 1.79 True
234
+ scratch_n5__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 790 / 11786 42 / 4050 13 / 3649 1 / 633 4.68 0.19 True
235
+ scratch_n5__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 482 / 4875 3 / 536 0 / 899 0 / 235 10.75 0.00 False
236
+ scratch_n5__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 1272 / 16661 289 / 14810 13 / 4548 6 / 1693 5.61 -0.05 False
237
+ scratch_n5__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 855 / 11786 835 / 4050 178 / 3649 11 / 633 -6.85 3.00 False
238
+ scratch_n5__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 1095 / 4875 35 / 536 40 / 899 2 / 235 15.81 4.26 True
239
+ scratch_n5__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 1950 / 16661 1870 / 14810 218 / 4548 28 / 1693 2.26 3.27 True
240
+ scratch_n5__raw ISG-high T adult sepsis vs adult HC 9 2 349 / 27788 220 / 9780 8 / 6933 4 / 1686 0.45 -0.12 False
241
+ scratch_n5__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 152 / 6991 45 / 6513 11 / 2512 1 / 943 1.70 0.31 True
242
+ scratch_n5__raw ISG-high T all sepsis vs all controls 12 5 501 / 34779 363 / 26383 19 / 9445 9 / 4166 1.37 -0.03 False
243
+ scratch_n5__raw DN2 / ABC B adult sepsis vs adult HC 9 2 218 / 10384 89 / 1381 131 / 1509 15 / 376 -3.16 4.74 False
244
+ scratch_n5__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 329 / 4938 65 / 1716 21 / 537 2 / 161 5.32 3.10 True
245
+ scratch_n5__raw DN2 / ABC B all sepsis vs all controls 12 5 547 / 15322 275 / 5700 152 / 2046 34 / 864 -0.41 3.68 False
246
+ scratch_n5__raw HSPC adult sepsis vs adult HC 9 2 52 / 58201 30 / 19985 4 / 13500 2 / 3000 -0.05 -0.04 True
247
+ scratch_n5__raw HSPC paediatric sepsis vs paediatric HC 3 1 23 / 18496 1 / 9638 3 / 4500 0 / 1500 0.10 0.07 True
248
+ scratch_n5__raw HSPC all sepsis vs all controls 12 5 75 / 76697 65 / 54932 7 / 18000 6 / 7500 -0.01 -0.04 True
249
+ scratch_n5__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 171 / 13595 186 / 4230 86 / 3845 5 / 941 -3.11 1.70 False
250
+ scratch_n5__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 40 / 1300 14 / 492 0.22 0.24 True
251
+ scratch_n5__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 180 / 16603 233 / 12697 126 / 5145 33 / 2296 -0.87 1.00 False
252
+ scratch_n5__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 2700 / 58201 487 / 19985 89 / 13500 10 / 3000 3.76 0.33 True
253
+ scratch_n5__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 739 / 18496 56 / 9638 7 / 4500 2 / 1500 3.71 0.02 True
254
+ scratch_n5__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 3439 / 76697 1293 / 54932 96 / 18000 22 / 7500 3.43 0.24 True
255
+ scratch_n5__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 2221 / 11786 634 / 4050 391 / 3649 78 / 633 0.45 -1.16 False
256
+ scratch_n5__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 962 / 4875 43 / 536 113 / 899 34 / 235 11.74 -1.95 False
257
+ scratch_n5__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 3183 / 16661 2784 / 14810 504 / 4548 204 / 1693 0.94 -0.73 False
258
+ real_lora__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 972 / 11786 63 / 4050 182 / 2027 12 / 746 4.69 3.97 True
259
+ real_lora__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 541 / 4875 12 / 536 24 / 474 0 / 108 9.19 6.17 True
260
+ real_lora__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1513 / 16661 230 / 14810 206 / 2501 21 / 1390 5.85 4.32 True
261
+ real_lora__raw Cycling T/NK adult sepsis vs adult HC 9 2 117 / 32559 48 / 13492 27 / 8515 8 / 1965 0.15 -0.05 False
262
+ real_lora__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 49 / 7554 24 / 7214 15 / 2351 4 / 1084 0.20 0.34 True
263
+ real_lora__raw Cycling T/NK all sepsis vs all controls 12 5 166 / 40113 114 / 31506 42 / 10866 15 / 4785 0.14 0.14 True
264
+ real_lora__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 325 / 27788 126 / 9780 32 / 7606 6 / 1670 0.06 0.13 True
265
+ real_lora__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 82 / 6991 44 / 6513 18 / 2212 2 / 1025 0.32 0.69 True
266
+ real_lora__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 407 / 34779 238 / 26383 50 / 9818 11 / 4329 0.35 0.34 True
267
+ real_lora__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 79 / 7606 21 / 1670 -0.51 -0.14 True
268
+ real_lora__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 32 / 2212 10 / 1025 0.29 0.54 True
269
+ real_lora__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 111 / 9818 42 / 4329 -0.02 0.27 False
270
+ real_lora__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 189 / 13500 4 / 3000 0.57 1.27 True
271
+ real_lora__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 271 / 4500 5 / 1500 0.76 5.69 True
272
+ real_lora__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 460 / 18000 22 / 7500 0.56 2.26 True
273
+ real_lora__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 1280 / 58201 297 / 19985 255 / 13500 10 / 3000 0.65 1.56 True
274
+ real_lora__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 776 / 18496 293 / 9638 315 / 4500 8 / 1500 1.24 6.47 True
275
+ real_lora__raw Plasmablast (markers) all sepsis vs all controls 12 5 2056 / 76697 967 / 54932 570 / 18000 39 / 7500 0.86 2.65 True
276
+ real_lora__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 5373 / 11786 22 / 4050 149 / 2027 0 / 746 31.06 7.36 True
277
+ real_lora__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1518 / 4875 0 / 536 16 / 474 0 / 108 38.10 4.95 True
278
+ real_lora__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 6891 / 16661 99 / 14810 165 / 2501 13 / 1390 32.70 5.70 True
279
+ real_lora__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 723 / 11786 33 / 4050 6 / 2027 2 / 746 4.38 -0.09 False
280
+ real_lora__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 468 / 4875 3 / 536 4 / 474 0 / 108 10.42 0.76 True
281
+ real_lora__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 1191 / 16661 254 / 14810 10 / 2501 6 / 1390 5.32 -0.11 False
282
+ real_lora__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 802 / 11786 728 / 4050 115 / 2027 31 / 746 -4.90 1.93 False
283
+ real_lora__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 946 / 4875 25 / 536 16 / 474 1 / 108 14.63 2.73 True
284
+ real_lora__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 1748 / 16661 1610 / 14810 131 / 2501 50 / 1390 2.99 2.26 True
285
+ real_lora__raw ISG-high T adult sepsis vs adult HC 9 2 319 / 27788 201 / 9780 45 / 7606 6 / 1670 0.46 0.09 True
286
+ real_lora__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 137 / 6991 40 / 6513 7 / 2212 4 / 1025 1.52 -0.04 False
287
+ real_lora__raw ISG-high T all sepsis vs all controls 12 5 456 / 34779 332 / 26383 52 / 9818 16 / 4329 1.28 0.07 True
288
+ real_lora__raw DN2 / ABC B adult sepsis vs adult HC 9 2 212 / 10384 88 / 1381 40 / 2325 10 / 172 -3.11 -3.95 True
289
+ real_lora__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 325 / 4938 64 / 1716 11 / 1507 3 / 269 5.27 0.14 True
290
+ real_lora__raw DN2 / ABC B all sepsis vs all controls 12 5 537 / 15322 270 / 5700 51 / 3832 15 / 1071 -0.34 -0.83 True
291
+ real_lora__raw HSPC adult sepsis vs adult HC 9 2 50 / 58201 29 / 19985 2 / 13500 8 / 3000 -0.05 -0.25 True
292
+ real_lora__raw HSPC paediatric sepsis vs paediatric HC 3 1 23 / 18496 1 / 9638 1 / 4500 1 / 1500 0.10 -0.04 False
293
+ real_lora__raw HSPC all sepsis vs all controls 12 5 73 / 76697 62 / 54932 3 / 18000 12 / 7500 -0.01 -0.14 True
294
+ real_lora__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 171 / 13595 186 / 4230 41 / 3296 30 / 639 -3.11 -3.54 True
295
+ real_lora__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 2 / 1084 0 / 454 0.22 0.14 True
296
+ real_lora__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 180 / 16603 233 / 12697 43 / 4380 38 / 2039 -0.87 -1.28 True
297
+ real_lora__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 2534 / 58201 416 / 19985 16 / 13500 10 / 3000 3.78 -0.21 False
298
+ real_lora__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 676 / 18496 47 / 9638 5 / 4500 0 / 1500 3.45 0.11 True
299
+ real_lora__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 3210 / 76697 1108 / 54932 21 / 18000 11 / 7500 3.42 -0.03 False
300
+ real_lora__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 2062 / 11786 570 / 4050 213 / 2027 67 / 746 0.96 -0.02 False
301
+ real_lora__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 887 / 4875 36 / 536 21 / 474 3 / 108 11.50 0.94 True
302
+ real_lora__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 2949 / 16661 2416 / 14810 234 / 2501 129 / 1390 1.80 -0.67 False
303
+ real_full__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 960 / 11786 64 / 4050 158 / 2149 16 / 751 4.62 4.01 True
304
+ real_full__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 540 / 4875 13 / 536 17 / 393 0 / 113 9.02 6.64 True
305
+ real_full__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1500 / 16661 233 / 14810 175 / 2542 33 / 1578 5.77 4.45 True
306
+ real_full__raw Cycling T/NK adult sepsis vs adult HC 9 2 112 / 32559 46 / 13492 40 / 8045 7 / 1989 0.15 0.16 True
307
+ real_full__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 52 / 7554 23 / 7214 17 / 2272 3 / 1014 0.25 0.49 True
308
+ real_full__raw Cycling T/NK all sepsis vs all controls 12 5 164 / 40113 111 / 31506 57 / 10317 19 / 4498 0.15 0.14 True
309
+ real_full__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 306 / 27788 124 / 9780 45 / 7210 9 / 1728 0.03 0.12 True
310
+ real_full__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 77 / 6991 42 / 6513 16 / 2135 1 / 964 0.29 0.70 True
311
+ real_full__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 383 / 34779 231 / 26383 61 / 9345 17 / 4090 0.33 0.26 True
312
+ real_full__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 93 / 7210 23 / 1728 -0.51 0.00 False
313
+ real_full__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 36 / 2135 9 / 964 0.29 0.76 True
314
+ real_full__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 129 / 9345 51 / 4090 -0.02 0.16 False
315
+ real_full__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 222 / 13500 3 / 3000 0.57 1.54 True
316
+ real_full__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 208 / 4500 5 / 1500 0.76 4.29 True
317
+ real_full__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 430 / 18000 25 / 7500 0.56 2.06 True
318
+ real_full__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 1242 / 58201 273 / 19985 318 / 13500 13 / 3000 0.71 1.92 True
319
+ real_full__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 741 / 18496 278 / 9638 260 / 4500 15 / 1500 1.20 4.78 True
320
+ real_full__raw Plasmablast (markers) all sepsis vs all controls 12 5 1983 / 76697 892 / 54932 578 / 18000 65 / 7500 0.91 2.34 True
321
+ real_full__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 5274 / 11786 19 / 4050 280 / 2149 2 / 751 30.25 11.48 True
322
+ real_full__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1509 / 4875 0 / 536 23 / 393 0 / 113 37.86 10.66 True
323
+ real_full__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 6783 / 16661 92 / 14810 303 / 2542 22 / 1578 32.02 10.25 True
324
+ real_full__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 711 / 11786 31 / 4050 11 / 2149 1 / 751 4.37 0.39 True
325
+ real_full__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 454 / 4875 3 / 536 5 / 393 0 / 113 10.14 1.58 True
326
+ real_full__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 1165 / 16661 243 / 14810 16 / 2542 5 / 1578 5.28 0.51 True
327
+ real_full__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 787 / 11786 698 / 4050 181 / 2149 19 / 751 -4.60 5.13 False
328
+ real_full__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 889 / 4875 22 / 536 14 / 393 2 / 113 14.06 0.96 True
329
+ real_full__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 1676 / 16661 1518 / 14810 195 / 2542 46 / 1578 3.02 3.65 True
330
+ real_full__raw ISG-high T adult sepsis vs adult HC 9 2 288 / 27788 176 / 9780 49 / 7210 1 / 1728 0.48 0.56 True
331
+ real_full__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 122 / 6991 40 / 6513 10 / 2135 5 / 964 1.34 -0.06 False
332
+ real_full__raw ISG-high T all sepsis vs all controls 12 5 410 / 34779 299 / 26383 59 / 9345 11 / 4090 1.16 0.31 True
333
+ real_full__raw DN2 / ABC B adult sepsis vs adult HC 9 2 218 / 10384 89 / 1381 43 / 2473 7 / 144 -3.16 -3.37 True
334
+ real_full__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 328 / 4938 65 / 1716 12 / 1633 5 / 333 5.28 -0.42 False
335
+ real_full__raw DN2 / ABC B all sepsis vs all controls 12 5 546 / 15322 274 / 5700 55 / 4106 21 / 1127 -0.41 -1.20 True
336
+ real_full__raw HSPC adult sepsis vs adult HC 9 2 51 / 58201 28 / 19985 9 / 13500 5 / 3000 -0.04 -0.10 True
337
+ real_full__raw HSPC paediatric sepsis vs paediatric HC 3 1 20 / 18496 1 / 9638 1 / 4500 2 / 1500 0.09 -0.11 False
338
+ real_full__raw HSPC all sepsis vs all controls 12 5 71 / 76697 61 / 54932 10 / 18000 10 / 7500 -0.01 -0.08 True
339
+ real_full__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 171 / 13595 186 / 4230 55 / 3173 42 / 632 -3.11 -4.94 True
340
+ real_full__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 8 / 977 1 / 438 0.22 0.50 True
341
+ real_full__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 180 / 16603 233 / 12697 63 / 4150 48 / 1806 -0.87 -1.41 True
342
+ real_full__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 2468 / 58201 380 / 19985 15 / 13500 7 / 3000 3.80 -0.12 False
343
+ real_full__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 619 / 18496 44 / 9638 4 / 4500 0 / 1500 3.16 0.09 True
344
+ real_full__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 3087 / 76697 1035 / 54932 19 / 18000 14 / 7500 3.36 -0.08 False
345
+ real_full__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 2014 / 11786 522 / 4050 273 / 2149 63 / 751 1.58 3.88 True
346
+ real_full__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 828 / 4875 35 / 536 37 / 393 3 / 113 10.39 6.52 True
347
+ real_full__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 2842 / 16661 2248 / 14810 310 / 2542 156 / 1578 2.03 2.54 True
348
+ scratch_full__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 976 / 11786 65 / 4050 70 / 1927 3 / 657 4.72 2.78 True
349
+ scratch_full__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 555 / 4875 12 / 536 20 / 669 0 / 158 9.50 3.73 True
350
+ scratch_full__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1531 / 16661 239 / 14810 90 / 2596 16 / 1440 5.93 2.26 True
351
+ scratch_full__raw Cycling T/NK adult sepsis vs adult HC 9 2 115 / 32559 47 / 13492 8 / 8578 5 / 2059 0.15 -0.15 False
352
+ scratch_full__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 50 / 7554 24 / 7214 5 / 2168 4 / 958 0.22 -0.20 False
353
+ scratch_full__raw Cycling T/NK all sepsis vs all controls 12 5 165 / 40113 111 / 31506 13 / 10746 12 / 4852 0.15 -0.11 False
354
+ scratch_full__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 333 / 27788 125 / 9780 19 / 7204 6 / 1712 0.11 -0.07 False
355
+ scratch_full__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 80 / 6991 44 / 6513 9 / 1956 6 / 872 0.30 -0.22 False
356
+ scratch_full__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 413 / 34779 237 / 26383 28 / 9160 17 / 4283 0.38 -0.07 False
357
+ scratch_full__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 42 / 7204 22 / 1712 -0.51 -0.63 True
358
+ scratch_full__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 24 / 1956 13 / 872 0.29 -0.33 False
359
+ scratch_full__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 66 / 9160 44 / 4283 -0.02 -0.24 True
360
+ scratch_full__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 65 / 13500 2 / 3000 0.57 0.41 True
361
+ scratch_full__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 65 / 4500 4 / 1500 0.76 1.18 True
362
+ scratch_full__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 130 / 18000 42 / 7500 0.56 0.16 True
363
+ scratch_full__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 1273 / 58201 285 / 19985 151 / 13500 13 / 3000 0.70 0.69 True
364
+ scratch_full__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 775 / 18496 289 / 9638 133 / 4500 19 / 1500 1.28 1.69 True
365
+ scratch_full__raw Plasmablast (markers) all sepsis vs all controls 12 5 2048 / 76697 951 / 54932 284 / 18000 89 / 7500 0.89 0.39 True
366
+ scratch_full__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 5501 / 11786 26 / 4050 334 / 1927 1 / 657 31.73 13.53 True
367
+ scratch_full__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1552 / 4875 0 / 536 32 / 669 0 / 158 38.97 7.26 True
368
+ scratch_full__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 7053 / 16661 116 / 14810 366 / 2596 6 / 1440 33.40 11.68 True
369
+ scratch_full__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 775 / 11786 40 / 4050 8 / 1927 2 / 657 4.69 0.00 True
370
+ scratch_full__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 474 / 4875 3 / 536 3 / 669 1 / 158 10.62 -0.21 False
371
+ scratch_full__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 1249 / 16661 279 / 14810 11 / 2596 6 / 1440 5.60 -0.04 False
372
+ scratch_full__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 825 / 11786 797 / 4050 44 / 1927 33 / 657 -6.29 -2.31 True
373
+ scratch_full__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 1027 / 4875 28 / 536 29 / 669 11 / 158 15.71 -3.31 False
374
+ scratch_full__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 1852 / 16661 1762 / 14810 73 / 2596 69 / 1440 2.52 -2.08 False
375
+ scratch_full__raw ISG-high T adult sepsis vs adult HC 9 2 328 / 27788 206 / 9780 13 / 7204 8 / 1712 0.45 -0.30 False
376
+ scratch_full__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 140 / 6991 42 / 6513 3 / 1956 4 / 872 1.56 -0.31 False
377
+ scratch_full__raw ISG-high T all sepsis vs all controls 12 5 468 / 34779 337 / 26383 16 / 9160 14 / 4283 1.31 -0.17 False
378
+ scratch_full__raw DN2 / ABC B adult sepsis vs adult HC 9 2 202 / 10384 82 / 1381 53 / 2600 15 / 205 -2.86 -5.54 True
379
+ scratch_full__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 304 / 4938 59 / 1716 25 / 1476 7 / 343 5.03 0.08 True
380
+ scratch_full__raw DN2 / ABC B all sepsis vs all controls 12 5 506 / 15322 249 / 5700 78 / 4076 37 / 977 -0.24 -2.57 True
381
+ scratch_full__raw HSPC adult sepsis vs adult HC 9 2 50 / 58201 30 / 19985 20 / 13500 3 / 3000 -0.05 0.05 False
382
+ scratch_full__raw HSPC paediatric sepsis vs paediatric HC 3 1 21 / 18496 1 / 9638 4 / 4500 1 / 1500 0.09 0.02 True
383
+ scratch_full__raw HSPC all sepsis vs all controls 12 5 71 / 76697 64 / 54932 24 / 18000 11 / 7500 -0.01 -0.01 True
384
+ scratch_full__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 171 / 13595 186 / 4230 31 / 3679 26 / 756 -3.11 -2.57 True
385
+ scratch_full__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 6 / 982 1 / 390 0.22 0.31 True
386
+ scratch_full__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 180 / 16603 233 / 12697 37 / 4661 39 / 2077 -0.87 -1.12 True
387
+ scratch_full__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 2534 / 58201 434 / 19985 14 / 13500 7 / 3000 3.70 -0.13 False
388
+ scratch_full__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 648 / 18496 51 / 9638 9 / 4500 0 / 1500 3.25 0.20 True
389
+ scratch_full__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 3182 / 76697 1130 / 54932 23 / 18000 13 / 7500 3.34 -0.05 False
390
+ scratch_full__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 2154 / 11786 609 / 4050 112 / 1927 41 / 657 0.59 0.08 True
391
+ scratch_full__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 908 / 4875 43 / 536 68 / 669 2 / 158 10.42 7.55 True
392
+ scratch_full__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 3062 / 16661 2622 / 14810 180 / 2596 106 / 1440 1.03 -0.21 False
393
+ lora_recipe__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 957 / 11786 63 / 4050 93 / 2070 17 / 754 4.69 1.04 True
394
+ lora_recipe__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 542 / 4875 10 / 536 15 / 394 0 / 83 9.56 3.96 True
395
+ lora_recipe__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1499 / 16661 226 / 14810 108 / 2464 28 / 1501 5.93 1.88 True
396
+ lora_recipe__raw Cycling T/NK adult sepsis vs adult HC 9 2 114 / 32559 46 / 13492 23 / 8211 7 / 2002 0.16 -0.06 False
397
+ lora_recipe__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 52 / 7554 22 / 7214 20 / 2349 3 / 1039 0.26 0.61 True
398
+ lora_recipe__raw Cycling T/NK all sepsis vs all controls 12 5 166 / 40113 106 / 31506 43 / 10560 14 / 4641 0.17 0.15 True
399
+ lora_recipe__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 314 / 27788 122 / 9780 32 / 7407 6 / 1754 0.07 0.11 True
400
+ lora_recipe__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 78 / 6991 47 / 6513 21 / 2188 3 / 997 0.23 0.71 True
401
+ lora_recipe__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 392 / 34779 236 / 26383 53 / 9595 12 / 4256 0.32 0.32 True
402
+ lora_recipe__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 85 / 7407 29 / 1754 -0.51 -0.47 True
403
+ lora_recipe__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 37 / 2188 11 / 997 0.29 0.64 True
404
+ lora_recipe__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 122 / 9595 55 / 4256 -0.02 0.05 False
405
+ lora_recipe__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 140 / 13500 1 / 3000 0.57 1.00 True
406
+ lora_recipe__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 164 / 4500 3 / 1500 0.76 3.44 True
407
+ lora_recipe__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 304 / 18000 15 / 7500 0.56 1.49 True
408
+ lora_recipe__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 1279 / 58201 301 / 19985 178 / 13500 6 / 3000 0.64 1.12 True
409
+ lora_recipe__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 761 / 18496 278 / 9638 205 / 4500 5 / 1500 1.32 4.22 True
410
+ lora_recipe__raw Plasmablast (markers) all sepsis vs all controls 12 5 2040 / 76697 945 / 54932 383 / 18000 28 / 7500 0.89 1.75 True
411
+ lora_recipe__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 5287 / 11786 18 / 4050 227 / 2070 1 / 754 30.35 8.14 True
412
+ lora_recipe__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1496 / 4875 0 / 536 18 / 394 0 / 83 37.57 8.95 True
413
+ lora_recipe__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 6783 / 16661 99 / 14810 245 / 2464 16 / 1501 31.99 7.49 True
414
+ lora_recipe__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 715 / 11786 33 / 4050 9 / 2070 1 / 754 4.36 0.21 True
415
+ lora_recipe__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 446 / 4875 2 / 536 4 / 394 0 / 83 10.10 1.33 True
416
+ lora_recipe__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 1161 / 16661 241 / 14810 13 / 2464 4 / 1501 5.27 0.35 True
417
+ lora_recipe__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 799 / 11786 704 / 4050 174 / 2070 23 / 754 -4.57 4.32 False
418
+ lora_recipe__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 910 / 4875 19 / 536 22 / 394 4 / 83 15.01 0.84 True
419
+ lora_recipe__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 1709 / 16661 1521 / 14810 196 / 2464 47 / 1501 3.31 3.55 True
420
+ lora_recipe__raw ISG-high T adult sepsis vs adult HC 9 2 303 / 27788 190 / 9780 65 / 7407 6 / 1754 0.46 0.45 True
421
+ lora_recipe__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 132 / 6991 38 / 6513 14 / 2188 5 / 997 1.50 0.13 True
422
+ lora_recipe__raw ISG-high T all sepsis vs all controls 12 5 435 / 34779 319 / 26383 79 / 9595 12 / 4256 1.22 0.49 True
423
+ lora_recipe__raw DN2 / ABC B adult sepsis vs adult HC 9 2 218 / 10384 89 / 1381 35 / 2450 4 / 139 -3.16 -2.13 True
424
+ lora_recipe__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 329 / 4938 65 / 1716 9 / 1592 1 / 356 5.32 0.54 True
425
+ lora_recipe__raw DN2 / ABC B all sepsis vs all controls 12 5 547 / 15322 275 / 5700 44 / 4042 13 / 1115 -0.41 -0.65 True
426
+ lora_recipe__raw HSPC adult sepsis vs adult HC 9 2 52 / 58201 30 / 19985 6 / 13500 7 / 3000 -0.05 -0.19 True
427
+ lora_recipe__raw HSPC paediatric sepsis vs paediatric HC 3 1 23 / 18496 1 / 9638 0 / 4500 2 / 1500 0.10 -0.13 False
428
+ lora_recipe__raw HSPC all sepsis vs all controls 12 5 75 / 76697 63 / 54932 6 / 18000 13 / 7500 -0.01 -0.14 True
429
+ lora_recipe__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 171 / 13595 186 / 4230 50 / 3284 41 / 654 -3.11 -4.82 True
430
+ lora_recipe__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 8 / 1031 1 / 475 0.22 0.49 True
431
+ lora_recipe__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 180 / 16603 233 / 12697 58 / 4315 51 / 1953 -0.87 -1.60 True
432
+ lora_recipe__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 2525 / 58201 422 / 19985 12 / 13500 4 / 3000 3.75 -0.04 False
433
+ lora_recipe__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 652 / 18496 43 / 9638 2 / 4500 0 / 1500 3.34 0.04 True
434
+ lora_recipe__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 3177 / 76697 1110 / 54932 14 / 18000 7 / 7500 3.38 -0.02 False
435
+ lora_recipe__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 1979 / 11786 553 / 4050 214 / 2070 45 / 754 0.54 2.90 True
436
+ lora_recipe__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 833 / 4875 37 / 536 27 / 394 1 / 83 9.99 3.37 True
437
+ lora_recipe__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 2812 / 16661 2302 / 14810 241 / 2464 110 / 1501 1.36 1.28 True
438
+ scratch_recipe__raw C1Q-high monocyte (reference) adult sepsis vs adult HC 9 2 984 / 11786 69 / 4050 53 / 1632 5 / 466 4.63 3.58 True
439
+ scratch_recipe__raw C1Q-high monocyte (reference) paediatric sepsis vs paediatric HC 3 1 547 / 4875 13 / 536 38 / 742 0 / 151 9.16 5.31 True
440
+ scratch_recipe__raw C1Q-high monocyte (reference) all sepsis vs all controls 12 5 1531 / 16661 243 / 14810 91 / 2374 17 / 1224 5.83 3.62 True
441
+ scratch_recipe__raw Cycling T/NK adult sepsis vs adult HC 9 2 113 / 32559 47 / 13492 9 / 8804 9 / 2253 0.15 -0.30 False
442
+ scratch_recipe__raw Cycling T/NK paediatric sepsis vs paediatric HC 3 1 49 / 7554 24 / 7214 6 / 2131 1 / 966 0.21 0.15 True
443
+ scratch_recipe__raw Cycling T/NK all sepsis vs all controls 12 5 162 / 40113 109 / 31506 15 / 10935 14 / 5064 0.15 -0.12 False
444
+ scratch_recipe__raw Cycling activated T (CD38/HLA-DR) adult sepsis vs adult HC 9 2 318 / 27788 118 / 9780 11 / 7487 9 / 1806 0.08 -0.34 False
445
+ scratch_recipe__raw Cycling activated T (CD38/HLA-DR) paediatric sepsis vs paediatric HC 3 1 74 / 6991 46 / 6513 10 / 1947 1 / 916 0.19 0.38 True
446
+ scratch_recipe__raw Cycling activated T (CD38/HLA-DR) all sepsis vs all controls 12 5 392 / 34779 227 / 26383 21 / 9434 18 / 4381 0.33 -0.16 False
447
+ scratch_recipe__raw Proliferating T (label) adult sepsis vs adult HC 9 2 164 / 27788 141 / 9780 31 / 7487 25 / 1806 -0.51 -0.92 True
448
+ scratch_recipe__raw Proliferating T (label) paediatric sepsis vs paediatric HC 3 1 48 / 6991 22 / 6513 21 / 1947 2 / 916 0.29 0.83 True
449
+ scratch_recipe__raw Proliferating T (label) all sepsis vs all controls 12 5 212 / 34779 232 / 26383 52 / 9434 46 / 4381 -0.02 -0.43 True
450
+ scratch_recipe__raw Plasmablast (label) adult sepsis vs adult HC 9 2 398 / 58201 25 / 19985 59 / 13500 14 / 3000 0.57 -0.03 False
451
+ scratch_recipe__raw Plasmablast (label) paediatric sepsis vs paediatric HC 3 1 187 / 18496 35 / 9638 55 / 4500 8 / 1500 0.76 0.69 True
452
+ scratch_recipe__raw Plasmablast (label) all sepsis vs all controls 12 5 585 / 76697 131 / 54932 114 / 18000 49 / 7500 0.56 -0.02 False
453
+ scratch_recipe__raw Plasmablast (markers) adult sepsis vs adult HC 9 2 1236 / 58201 283 / 19985 170 / 13500 38 / 3000 0.66 -0.01 False
454
+ scratch_recipe__raw Plasmablast (markers) paediatric sepsis vs paediatric HC 3 1 764 / 18496 277 / 9638 134 / 4500 24 / 1500 1.34 1.38 True
455
+ scratch_recipe__raw Plasmablast (markers) all sepsis vs all controls 12 5 2000 / 76697 918 / 54932 304 / 18000 111 / 7500 0.89 0.21 True
456
+ scratch_recipe__raw MS1 monocyte (IL1R2+) adult sepsis vs adult HC 9 2 5484 / 11786 24 / 4050 339 / 1632 0 / 466 31.76 16.29 True
457
+ scratch_recipe__raw MS1 monocyte (IL1R2+) paediatric sepsis vs paediatric HC 3 1 1539 / 4875 0 / 536 30 / 742 0 / 151 38.71 6.47 True
458
+ scratch_recipe__raw MS1 monocyte (IL1R2+) all sepsis vs all controls 12 5 7023 / 16661 113 / 14810 369 / 2374 8 / 1224 33.35 13.15 True
459
+ scratch_recipe__raw Cycling monocyte (Ye 2026) adult sepsis vs adult HC 9 2 769 / 11786 41 / 4050 6 / 1632 3 / 466 4.55 -0.43 False
460
+ scratch_recipe__raw Cycling monocyte (Ye 2026) paediatric sepsis vs paediatric HC 3 1 473 / 4875 2 / 536 4 / 742 1 / 151 10.70 0.19 True
461
+ scratch_recipe__raw Cycling monocyte (Ye 2026) all sepsis vs all controls 12 5 1242 / 16661 267 / 14810 10 / 2374 5 / 1224 5.56 -0.04 False
462
+ scratch_recipe__raw ISG-high monocyte (positive control) adult sepsis vs adult HC 9 2 819 / 11786 787 / 4050 21 / 1632 22 / 466 -6.09 -2.62 True
463
+ scratch_recipe__raw ISG-high monocyte (positive control) paediatric sepsis vs paediatric HC 3 1 1008 / 4875 28 / 536 22 / 742 3 / 151 15.23 -0.08 False
464
+ scratch_recipe__raw ISG-high monocyte (positive control) all sepsis vs all controls 12 5 1827 / 16661 1760 / 14810 43 / 2374 65 / 1224 2.43 -2.66 False
465
+ scratch_recipe__raw ISG-high T adult sepsis vs adult HC 9 2 317 / 27788 195 / 9780 14 / 7487 6 / 1806 0.45 -0.15 False
466
+ scratch_recipe__raw ISG-high T paediatric sepsis vs paediatric HC 3 1 141 / 6991 34 / 6513 6 / 1947 3 / 916 1.65 -0.05 False
467
+ scratch_recipe__raw ISG-high T all sepsis vs all controls 12 5 458 / 34779 314 / 26383 20 / 9434 12 / 4381 1.29 -0.07 False
468
+ scratch_recipe__raw DN2 / ABC B adult sepsis vs adult HC 9 2 189 / 10384 82 / 1381 34 / 2620 13 / 198 -2.97 -5.17 True
469
+ scratch_recipe__raw DN2 / ABC B paediatric sepsis vs paediatric HC 3 1 299 / 4938 54 / 1716 20 / 1434 4 / 348 5.16 0.70 True
470
+ scratch_recipe__raw DN2 / ABC B all sepsis vs all controls 12 5 488 / 15322 246 / 5700 54 / 4054 27 / 997 -0.37 -2.24 True
471
+ scratch_recipe__raw HSPC adult sepsis vs adult HC 9 2 48 / 58201 29 / 19985 12 / 13500 0 / 3000 -0.05 0.09 False
472
+ scratch_recipe__raw HSPC paediatric sepsis vs paediatric HC 3 1 23 / 18496 1 / 9638 5 / 4500 1 / 1500 0.10 0.04 True
473
+ scratch_recipe__raw HSPC all sepsis vs all controls 12 5 71 / 76697 64 / 54932 17 / 18000 8 / 7500 -0.01 -0.01 True
474
+ scratch_recipe__raw Cytotoxic CD4 T adult sepsis vs adult HC 9 2 170 / 13595 184 / 4230 57 / 3829 33 / 761 -3.05 -2.78 True
475
+ scratch_recipe__raw Cytotoxic CD4 T paediatric sepsis vs paediatric HC 3 1 9 / 3008 1 / 2585 16 / 958 2 / 414 0.22 1.10 True
476
+ scratch_recipe__raw Cytotoxic CD4 T all sepsis vs all controls 12 5 179 / 16603 231 / 12697 73 / 4787 40 / 2013 -0.85 -0.53 True
477
+ scratch_recipe__raw Granulocyte-like (LDG) adult sepsis vs adult HC 9 2 2462 / 58201 401 / 19985 16 / 13500 9 / 3000 3.70 -0.18 False
478
+ scratch_recipe__raw Granulocyte-like (LDG) paediatric sepsis vs paediatric HC 3 1 627 / 18496 48 / 9638 16 / 4500 2 / 1500 3.13 0.22 True
479
+ scratch_recipe__raw Granulocyte-like (LDG) all sepsis vs all controls 12 5 3089 / 76697 1053 / 54932 32 / 18000 15 / 7500 3.32 -0.02 False
480
+ scratch_recipe__raw Platelet signal in monocytes (negative control) adult sepsis vs adult HC 9 2 2124 / 11786 599 / 4050 90 / 1632 32 / 466 0.51 0.23 True
481
+ scratch_recipe__raw Platelet signal in monocytes (negative control) paediatric sepsis vs paediatric HC 3 1 895 / 4875 41 / 536 103 / 742 2 / 151 10.63 10.56 True
482
+ scratch_recipe__raw Platelet signal in monocytes (negative control) all sepsis vs all controls 12 5 3019 / 16661 2575 / 14810 193 / 2374 92 / 1224 1.06 1.39 True
paper-releases/pbisc-diffusion/updates/20261005T063808Z-no-pretraining-ablation-f0/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/logs/f0_extract_scratch_n5__raw.log ADDED
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