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Archive 4 checkpoints (1-4)

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  1. paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/_v1_resid_test/sex_check.csv +28 -0
  2. paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/_v1_resid_test/test_draws20.log +52 -0
  3. paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/_v1_resid_test/v2_test_draws50.log +64 -0
  4. paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/behcet_calls.csv +73 -0
paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/_v1_resid_test/sex_check.csv ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ sample,modality,chrY_cpm,cells
2
+ HC1,bulk,991.9093561268455,
3
+ HC2,bulk,938.5612882546311,
4
+ HC3,bulk,1000.8744648079928,
5
+ HC4,bulk,806.2769328342348,
6
+ HC5,bulk,917.0119197301858,
7
+ HC6,bulk,1149.723557289384,
8
+ HC7,bulk,993.3071401491638,
9
+ HC8,bulk,1026.6471951303422,
10
+ HC9,bulk,988.3811975344191,
11
+ HC10,bulk,967.0238429123684,
12
+ BDU1,bulk,915.2449664183324,
13
+ BDU2,bulk,783.6411392828277,
14
+ BDU3,bulk,864.1580992141791,
15
+ BDV1,bulk,849.3909360705264,
16
+ BDV2,bulk,792.3953220697504,
17
+ BDV3,bulk,796.4293720236413,
18
+ BDV4,bulk,890.435273208062,
19
+ BDV5,bulk,831.2367141648272,
20
+ BDV6,bulk,969.0507006794332,
21
+ PBMC_BD_1,sc,1072.2533251383536,4670.0
22
+ PBMC_BD_2,sc,1010.5252431743482,6304.0
23
+ PBMC_BD_3,sc,885.5437573448836,3508.0
24
+ PBMC_BD_4,sc,943.4389424015894,6823.0
25
+ PBMC_HC_1,sc,0.35083152333503254,2453.0
26
+ PBMC_HC_2,sc,0.802656579235515,5745.0
27
+ PBMC_HC_3,sc,969.4879641434213,6503.0
28
+ PBMC_HC_4,sc,997.0481058509805,5596.0
paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/_v1_resid_test/test_draws20.log ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ cohort method threshold sensitivity wrong_call_rate top1_true_rate_shared mutual_true_rate_shared nonshared_mutual_rate all_3_called_rate draws
2
+ liu2021 onoff 1.363 0.367 0.006 1.000 0.983 0.71 0.00 20
3
+ liu2021 resid_k0 0.839 0.500 0.006 0.950 0.933 0.58 0.05 20
4
+ liu2021 resid_k1 1.220 0.467 0.006 0.900 0.883 0.51 0.05 20
5
+ liu2021 resid_k2 1.279 0.467 0.006 0.833 0.833 0.49 0.05 20
6
+ liu2021 resid_k3 1.558 0.133 0.006 0.700 0.633 0.46 0.00 20
7
+ ye2026_sepsis onoff 1.440 0.183 0.006 0.617 0.567 0.71 0.00 20
8
+ ye2026_sepsis resid_k0 0.739 0.183 0.006 0.633 0.600 0.66 0.00 20
9
+ ye2026_sepsis resid_k1 1.808 0.150 0.006 0.717 0.700 0.70 0.00 20
10
+ ye2026_sepsis resid_k2 1.477 0.217 0.006 0.650 0.600 0.68 0.00 20
11
+ ye2026_sepsis resid_k3 1.314 0.250 0.006 0.583 0.517 0.67 0.00 20
12
+ method sc_sample best_bulk second_bulk r_best mutual margin threshold called
13
+ resid_k0 PBMC_BD_1 BDU3 HC2 0.259 False 1.652 0.739 False
14
+ resid_k0 PBMC_BD_2 BDV4 BDV2 0.644 True 2.156 0.739 True
15
+ resid_k0 PBMC_BD_3 BDV5 BDV1 0.800 True 0.491 0.739 False
16
+ resid_k0 PBMC_BD_4 BDV6 BDV5 0.627 True 1.179 0.739 True
17
+ resid_k0 PBMC_HC_1 HC6 HC5 0.522 False 0.114 0.739 False
18
+ resid_k0 PBMC_HC_2 HC1 BDU1 0.238 True 0.084 0.739 False
19
+ resid_k0 PBMC_HC_3 HC4 BDV3 0.360 True 0.097 0.739 False
20
+ resid_k0 PBMC_HC_4 HC9 HC6 0.537 True 0.009 0.739 False
21
+ resid_k1 PBMC_BD_1 BDU3 HC6 0.296 True 0.972 1.808 False
22
+ resid_k1 PBMC_BD_2 BDV4 BDV2 0.634 True 1.369 1.808 False
23
+ resid_k1 PBMC_BD_3 BDV5 HC5 0.554 True 0.705 1.808 False
24
+ resid_k1 PBMC_BD_4 BDV6 BDV5 0.637 True 1.201 1.808 False
25
+ resid_k1 PBMC_HC_1 BDV5 BDV6 0.491 False 1.238 1.808 False
26
+ resid_k1 PBMC_HC_2 BDU2 BDV3 0.276 False 0.079 1.808 False
27
+ resid_k1 PBMC_HC_3 HC4 BDV3 0.376 True 0.278 1.808 False
28
+ resid_k1 PBMC_HC_4 HC9 BDU2 0.349 True 0.389 1.808 False
29
+ resid_k2 PBMC_BD_1 BDU3 BDV6 0.216 False 0.317 1.477 False
30
+ resid_k2 PBMC_BD_2 BDV4 BDV2 0.567 True 1.479 1.477 True
31
+ resid_k2 PBMC_BD_3 BDV5 HC5 0.518 True 0.991 1.477 False
32
+ resid_k2 PBMC_BD_4 BDV6 HC8 0.514 True 1.544 1.477 True
33
+ resid_k2 PBMC_HC_1 BDU3 HC6 0.314 True 0.264 1.477 False
34
+ resid_k2 PBMC_HC_2 HC1 BDU1 0.185 False 0.230 1.477 False
35
+ resid_k2 PBMC_HC_3 HC4 BDV3 0.345 True 0.300 1.477 False
36
+ resid_k2 PBMC_HC_4 HC9 BDV5 0.362 True 0.487 1.477 False
37
+ resid_k3 PBMC_BD_1 HC7 HC1 0.261 True 1.411 1.314 True
38
+ resid_k3 PBMC_BD_2 BDV4 BDV2 0.587 True 1.670 1.314 True
39
+ resid_k3 PBMC_BD_3 BDV5 HC5 0.503 True 0.955 1.314 False
40
+ resid_k3 PBMC_BD_4 BDV6 HC8 0.484 True 1.273 1.314 False
41
+ resid_k3 PBMC_HC_1 BDV5 BDU3 0.280 False 0.094 1.314 False
42
+ resid_k3 PBMC_HC_2 HC6 BDU1 0.173 True 0.034 1.314 False
43
+ resid_k3 PBMC_HC_3 HC7 BDU2 0.240 False 1.119 1.314 False
44
+ resid_k3 PBMC_HC_4 HC9 BDV5 0.328 True 0.695 1.314 False
45
+ onoff PBMC_BD_1 HC4 BDV6 0.670 True 0.217 1.440 False
46
+ onoff PBMC_BD_2 BDV4 HC6 0.799 True 0.477 1.440 False
47
+ onoff PBMC_BD_3 BDV5 HC2 0.658 True 1.390 1.440 False
48
+ onoff PBMC_BD_4 HC2 BDV2 0.547 True 0.119 1.440 False
49
+ onoff PBMC_HC_1 HC4 BDU3 0.544 False 0.126 1.440 False
50
+ onoff PBMC_HC_2 BDU1 BDV2 0.662 True 0.401 1.440 False
51
+ onoff PBMC_HC_3 BDU2 BDV1 0.643 True 1.338 1.440 False
52
+ onoff PBMC_HC_4 HC4 HC6 0.491 False 0.488 1.440 False
paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/_v1_resid_test/v2_test_draws50.log ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {'imperial_eskd': 158, 'liu2021': 61, 'ji2025_chili': 33, 'giroux2022': 24, 'ye2026_sepsis': 82}
2
+ rank gene_symbol fisher_z r_imperial_eskd r_liu2021 r_ji2025_chili r_giroux2022
3
+ 1 UTS2 1.396 0.902 0.867 0.885 0.864
4
+ 2 S100B 1.284 0.881 0.888 0.814 0.791
5
+ 3 TMEM176B 1.273 0.452 0.932 0.932 0.957
6
+ 4 TMEM176A 1.236 0.460 0.899 0.882 0.982
7
+ 5 ERAP2 1.198 0.845 0.733 0.787 0.930
8
+ 6 DDX43 1.189 0.830 0.888 0.696 0.861
9
+ 7 MDGA1 1.147 0.834 0.853 0.753 0.790
10
+ 8 FAM118A 1.125 0.651 0.706 0.932 0.911
11
+ 9 FOLR3 1.083 0.777 0.828 0.780 0.799
12
+ 10 SLC4A10 0.994 0.656 0.733 0.745 0.918
13
+ 11 MYOM2 0.977 0.882 0.563 0.057 0.941
14
+ 12 FADS2 0.976 0.820 0.690 0.746 0.649
15
+ 13 ZNF683 0.954 0.854 0.608 0.779 0.455
16
+ 14 GPAT2 0.945 0.846 0.238 0.757 0.843
17
+ 15 SMDT1 0.934 0.569 0.956 0.302 0.763
18
+ 16 POMC 0.924 0.825 0.649 0.639 0.668
19
+ 17 CFH 0.912 0.818 0.792 0.081 0.843
20
+ 18 GSTM4 0.889 0.709 0.779 0.652 0.675
21
+ 19 GSTM3 0.873 0.677 0.542 0.778 0.815
22
+ 20 LGALS2 0.867 0.652 0.755 0.771 0.603
23
+ 21 ACCS 0.864 0.762 0.861 0.536 0.285
24
+ 22 PRSS21 0.848 0.790 0.516 0.656 0.681
25
+ 23 GLB1L 0.845 0.449 0.816 0.814 0.687
26
+ 24 XRRA1 0.830 0.575 0.824 0.761 0.477
27
+ 25 RGPD2 0.829 0.421 0.849 0.808 0.598
28
+ 26 HLA-DQB1 0.819 0.482 0.858 0.781 0.467
29
+ 27 COL5A3 0.814 0.780 0.654 0.518 0.576
30
+ 28 LTK 0.806 0.234 0.668 0.683 0.965
31
+ 29 SAMD12 0.795 0.647 0.742 0.529 0.710
32
+ 30 NT5C3B 0.790 0.760 0.650 0.393 0.687
33
+ cohort genes threshold sensitivity wrong_call_rate draws_with_any_wrong_call top1_true_rate_shared mutual_true_rate_shared all_3_called_rate draws
34
+ liu2021 G100 1.2685 0.7533 0.01 0.08 1.0000 1.0000 0.46 50
35
+ liu2021 G200 1.3312 0.7933 0.01 0.08 1.0000 1.0000 0.52 50
36
+ liu2021 G50 1.3382 0.3733 0.01 0.08 0.9667 0.9533 0.04 50
37
+ ye2026_sepsis G100 1.2974 0.2067 0.01 0.08 0.8267 0.8200 0.02 50
38
+ ye2026_sepsis G200 1.0265 0.3000 0.01 0.08 0.7667 0.7200 0.00 50
39
+ ye2026_sepsis G50 1.2629 0.2733 0.01 0.08 0.8333 0.8133 0.08 50
40
+ genes sc_sample best_bulk second_bulk r_best r_second mutual margin threshold called
41
+ G100 PBMC_BD_1 BDV3 BDU1 0.189 0.167 False 0.164 1.297 False
42
+ G100 PBMC_BD_2 BDV4 BDV3 0.770 0.299 True 1.699 1.297 True
43
+ G100 PBMC_BD_3 BDV5 HC2 0.606 0.198 True 1.975 1.297 True
44
+ G100 PBMC_BD_4 BDV6 HC3 0.702 0.231 True 1.973 1.297 True
45
+ G100 PBMC_HC_1 HC6 HC10 0.400 0.162 True 1.644 1.297 True
46
+ G100 PBMC_HC_2 HC2 BDU1 0.333 0.295 True 0.218 1.297 False
47
+ G100 PBMC_HC_3 BDU2 HC1 0.314 0.209 True 0.658 1.297 False
48
+ G100 PBMC_HC_4 HC8 HC5 0.302 0.206 True 0.531 1.297 False
49
+ G50 PBMC_BD_1 HC3 BDV3 0.335 0.185 False 0.909 1.263 False
50
+ G50 PBMC_BD_2 BDV4 BDV3 0.784 0.376 True 1.200 1.263 False
51
+ G50 PBMC_BD_3 BDV5 HC9 0.555 0.258 True 1.432 1.263 True
52
+ G50 PBMC_BD_4 BDV6 HC3 0.746 0.356 True 1.381 1.263 True
53
+ G50 PBMC_HC_1 HC6 HC10 0.511 0.226 True 1.462 1.263 True
54
+ G50 PBMC_HC_2 HC2 BDU1 0.380 0.361 True 0.081 1.263 False
55
+ G50 PBMC_HC_3 BDV1 BDU2 0.250 0.249 True 0.004 1.263 False
56
+ G50 PBMC_HC_4 HC8 HC5 0.417 0.264 True 0.613 1.263 False
57
+ G200 PBMC_BD_1 HC3 BDV3 0.211 0.196 True 0.110 1.026 False
58
+ G200 PBMC_BD_2 BDV4 BDV3 0.729 0.281 True 1.799 1.026 True
59
+ G200 PBMC_BD_3 BDV5 HC2 0.633 0.269 True 1.583 1.026 True
60
+ G200 PBMC_BD_4 BDV6 HC7 0.680 0.137 True 2.625 1.026 True
61
+ G200 PBMC_HC_1 HC6 BDU2 0.311 0.139 True 1.424 1.026 True
62
+ G200 PBMC_HC_2 HC2 BDU1 0.303 0.254 True 0.347 1.026 False
63
+ G200 PBMC_HC_3 HC4 BDU2 0.226 0.187 True 0.285 1.026 False
64
+ G200 PBMC_HC_4 HC8 BDV4 0.233 0.202 True 0.219 1.026 False
paper-releases/pbisc-diffusion/updates/20261004T003810Z-behcet-pair-recovery/diffusion/dataset/server_1/model8/plans/behcet_pair_recovery_20261004/out/behcet_calls.csv ADDED
@@ -0,0 +1,73 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ genes,stat,primary,sc_sample,best_bulk,r_best,r_second,mutual,value,threshold,called,sc_chrY_cpm
2
+ G100,margin_z,False,PBMC_BD_1,BDV3,0.18850037219179103,0.16652313103987273,False,0.16435215399779945,1.2502529990147757,False,1072.2533251383536
3
+ G100,margin_z,False,PBMC_BD_2,BDV4,0.769516923417709,0.29947754009001776,True,1.6988756840581722,1.2502529990147757,True,1010.5252431743482
4
+ G100,margin_z,False,PBMC_BD_3,BDV5,0.6061288410923595,0.19828988691624416,True,1.9745583564039655,1.2502529990147757,True,885.5437573448836
5
+ G100,margin_z,False,PBMC_BD_4,BDV6,0.7020384194305231,0.2307349363511723,True,1.9730544321444723,1.2502529990147757,True,943.4389424015894
6
+ G100,margin_z,False,PBMC_HC_1,HC6,0.39985221441540947,0.16188086396921544,True,1.6442059902384787,1.2502529990147757,True,0.35083152333503254
7
+ G100,margin_z,False,PBMC_HC_2,HC2,0.333059929495235,0.29505841536597777,True,0.21837994421462414,1.2502529990147757,False,0.802656579235515
8
+ G100,margin_z,False,PBMC_HC_3,BDU2,0.3143248173544569,0.20865234508059435,True,0.6584388836987498,1.2502529990147757,False,969.4879641434213
9
+ G100,margin_z,False,PBMC_HC_4,HC8,0.30162954294961336,0.205739974907374,True,0.5310886204743464,1.2502529990147757,False,997.0481058509805
10
+ G100,r_best,False,PBMC_BD_1,BDV3,0.18850037219179103,0.16652313103987273,False,0.18850037219179103,0.6748489746994426,False,1072.2533251383536
11
+ G100,r_best,False,PBMC_BD_2,BDV4,0.769516923417709,0.29947754009001776,True,0.769516923417709,0.6748489746994426,True,1010.5252431743482
12
+ G100,r_best,False,PBMC_BD_3,BDV5,0.6061288410923595,0.19828988691624416,True,0.6061288410923595,0.6748489746994426,False,885.5437573448836
13
+ G100,r_best,False,PBMC_BD_4,BDV6,0.7020384194305231,0.2307349363511723,True,0.7020384194305231,0.6748489746994426,True,943.4389424015894
14
+ G100,r_best,False,PBMC_HC_1,HC6,0.39985221441540947,0.16188086396921544,True,0.39985221441540947,0.6748489746994426,False,0.35083152333503254
15
+ G100,r_best,False,PBMC_HC_2,HC2,0.333059929495235,0.29505841536597777,True,0.333059929495235,0.6748489746994426,False,0.802656579235515
16
+ G100,r_best,False,PBMC_HC_3,BDU2,0.3143248173544569,0.20865234508059435,True,0.3143248173544569,0.6748489746994426,False,969.4879641434213
17
+ G100,r_best,False,PBMC_HC_4,HC8,0.30162954294961336,0.205739974907374,True,0.30162954294961336,0.6748489746994426,False,997.0481058509805
18
+ G100,dc_margin,False,PBMC_BD_1,BDV3,0.18850037219179103,0.16652313103987273,False,0.024803328145505926,0.26199373556933836,False,1072.2533251383536
19
+ G100,dc_margin,False,PBMC_BD_2,BDV4,0.769516923417709,0.29947754009001776,True,0.4740674287436201,0.26199373556933836,True,1010.5252431743482
20
+ G100,dc_margin,False,PBMC_BD_3,BDV5,0.6061288410923595,0.19828988691624416,True,0.4026022521463628,0.26199373556933836,True,885.5437573448836
21
+ G100,dc_margin,False,PBMC_BD_4,BDV6,0.7020384194305231,0.2307349363511723,True,0.46900663665758513,0.26199373556933836,True,943.4389424015894
22
+ G100,dc_margin,False,PBMC_HC_1,HC6,0.39985221441540947,0.16188086396921544,True,0.22518900257410657,0.26199373556933836,False,0.35083152333503254
23
+ G100,dc_margin,False,PBMC_HC_2,HC2,0.333059929495235,0.29505841536597777,True,0.033274585443473836,0.26199373556933836,False,0.802656579235515
24
+ G100,dc_margin,False,PBMC_HC_3,BDU2,0.3143248173544569,0.20865234508059435,True,0.09677333457326717,0.26199373556933836,False,969.4879641434213
25
+ G100,dc_margin,False,PBMC_HC_4,HC8,0.30162954294961336,0.205739974907374,True,0.10033081567980184,0.26199373556933836,False,997.0481058509805
26
+ G50,margin_z,False,PBMC_BD_1,HC3,0.33480143235686677,0.18484391378329088,False,0.9086659297329949,1.275468796979861,False,1072.2533251383536
27
+ G50,margin_z,False,PBMC_BD_2,BDV4,0.7842087546676991,0.37591454589207096,True,1.199998597774542,1.275468796979861,False,1010.5252431743482
28
+ G50,margin_z,False,PBMC_BD_3,BDV5,0.555423006090796,0.2583440898534389,True,1.4323432656415556,1.275468796979861,True,885.5437573448836
29
+ G50,margin_z,False,PBMC_BD_4,BDV6,0.7455896536503368,0.35592449667581927,True,1.3808726100369424,1.275468796979861,True,943.4389424015894
30
+ G50,margin_z,False,PBMC_HC_1,HC6,0.5109677763618931,0.22648868696849972,True,1.4624591199638624,1.275468796979861,True,0.35083152333503254
31
+ G50,margin_z,False,PBMC_HC_2,HC2,0.3795763066007761,0.36140861630172444,True,0.08148942291331718,1.275468796979861,False,0.802656579235515
32
+ G50,margin_z,False,PBMC_HC_3,BDV1,0.24992765157037453,0.24930659693358473,True,0.003796362852135582,1.275468796979861,False,969.4879641434213
33
+ G50,margin_z,False,PBMC_HC_4,HC8,0.41700971208793053,0.2641597878054443,True,0.6132399065437759,1.275468796979861,False,997.0481058509805
34
+ G50,r_best,True,PBMC_BD_1,HC3,0.33480143235686677,0.18484391378329088,False,0.33480143235686677,0.6581375985244046,False,1072.2533251383536
35
+ G50,r_best,True,PBMC_BD_2,BDV4,0.7842087546676991,0.37591454589207096,True,0.7842087546676991,0.6581375985244046,True,1010.5252431743482
36
+ G50,r_best,True,PBMC_BD_3,BDV5,0.555423006090796,0.2583440898534389,True,0.555423006090796,0.6581375985244046,False,885.5437573448836
37
+ G50,r_best,True,PBMC_BD_4,BDV6,0.7455896536503368,0.35592449667581927,True,0.7455896536503368,0.6581375985244046,True,943.4389424015894
38
+ G50,r_best,True,PBMC_HC_1,HC6,0.5109677763618931,0.22648868696849972,True,0.5109677763618931,0.6581375985244046,False,0.35083152333503254
39
+ G50,r_best,True,PBMC_HC_2,HC2,0.3795763066007761,0.36140861630172444,True,0.3795763066007761,0.6581375985244046,False,0.802656579235515
40
+ G50,r_best,True,PBMC_HC_3,BDV1,0.24992765157037453,0.24930659693358473,True,0.24992765157037453,0.6581375985244046,False,969.4879641434213
41
+ G50,r_best,True,PBMC_HC_4,HC8,0.41700971208793053,0.2641597878054443,True,0.41700971208793053,0.6581375985244046,False,997.0481058509805
42
+ G50,dc_margin,False,PBMC_BD_1,HC3,0.33480143235686677,0.18484391378329088,False,0.12174332744745342,0.2884414815481012,False,1072.2533251383536
43
+ G50,dc_margin,False,PBMC_BD_2,BDV4,0.7842087546676991,0.37591454589207096,True,0.4145358121298935,0.2884414815481012,True,1010.5252431743482
44
+ G50,dc_margin,False,PBMC_BD_3,BDV5,0.555423006090796,0.2583440898534389,True,0.2961460750409675,0.2884414815481012,True,885.5437573448836
45
+ G50,dc_margin,False,PBMC_BD_4,BDV6,0.7455896536503368,0.35592449667581927,True,0.39837937371951965,0.2884414815481012,True,943.4389424015894
46
+ G50,dc_margin,False,PBMC_HC_1,HC6,0.5109677763618931,0.22648868696849972,True,0.2631886686744762,0.2884414815481012,False,0.35083152333503254
47
+ G50,dc_margin,False,PBMC_HC_2,HC2,0.3795763066007761,0.36140861630172444,True,0.02306595609167883,0.2884414815481012,False,0.802656579235515
48
+ G50,dc_margin,False,PBMC_HC_3,BDV1,0.24992765157037453,0.24930659693358473,True,0.0056685335986798036,0.2884414815481012,False,969.4879641434213
49
+ G50,dc_margin,False,PBMC_HC_4,HC8,0.41700971208793053,0.2641597878054443,True,0.15142392808363841,0.2884414815481012,False,997.0481058509805
50
+ G200,margin_z,False,PBMC_BD_1,HC3,0.210806719645851,0.19561474908964843,True,0.11013501185517005,1.1004998329831601,False,1072.2533251383536
51
+ G200,margin_z,False,PBMC_BD_2,BDV4,0.7285099792721015,0.28110273367207617,True,1.7993169418530928,1.1004998329831601,True,1010.5252431743482
52
+ G200,margin_z,False,PBMC_BD_3,BDV5,0.6330829312809779,0.268638305990201,True,1.5833867773987695,1.1004998329831601,True,885.5437573448836
53
+ G200,margin_z,False,PBMC_BD_4,BDV6,0.679922876755519,0.1372611168179295,True,2.6254155105479047,1.1004998329831601,True,943.4389424015894
54
+ G200,margin_z,False,PBMC_HC_1,HC6,0.310557116754548,0.1390272270971344,True,1.4238371258190656,1.1004998329831601,True,0.35083152333503254
55
+ G200,margin_z,False,PBMC_HC_2,HC2,0.30320729028835597,0.2542206036941075,True,0.346657497007292,1.1004998329831601,False,0.802656579235515
56
+ G200,margin_z,False,PBMC_HC_3,HC4,0.22585454573619762,0.1866034210295291,True,0.28460957562936295,1.1004998329831601,False,969.4879641434213
57
+ G200,margin_z,False,PBMC_HC_4,HC8,0.23275416591384057,0.20182205780174822,True,0.21909501385561647,1.1004998329831601,False,997.0481058509805
58
+ G200,r_best,False,PBMC_BD_1,HC3,0.210806719645851,0.19561474908964843,True,0.210806719645851,0.6989020146715527,False,1072.2533251383536
59
+ G200,r_best,False,PBMC_BD_2,BDV4,0.7285099792721015,0.28110273367207617,True,0.7285099792721015,0.6989020146715527,True,1010.5252431743482
60
+ G200,r_best,False,PBMC_BD_3,BDV5,0.6330829312809779,0.268638305990201,True,0.6330829312809779,0.6989020146715527,False,885.5437573448836
61
+ G200,r_best,False,PBMC_BD_4,BDV6,0.679922876755519,0.1372611168179295,True,0.679922876755519,0.6989020146715527,False,943.4389424015894
62
+ G200,r_best,False,PBMC_HC_1,HC6,0.310557116754548,0.1390272270971344,True,0.310557116754548,0.6989020146715527,False,0.35083152333503254
63
+ G200,r_best,False,PBMC_HC_2,HC2,0.30320729028835597,0.2542206036941075,True,0.30320729028835597,0.6989020146715527,False,0.802656579235515
64
+ G200,r_best,False,PBMC_HC_3,HC4,0.22585454573619762,0.1866034210295291,True,0.22585454573619762,0.6989020146715527,False,969.4879641434213
65
+ G200,r_best,False,PBMC_HC_4,HC8,0.23275416591384057,0.20182205780174822,True,0.23275416591384057,0.6989020146715527,False,997.0481058509805
66
+ G200,dc_margin,False,PBMC_BD_1,HC3,0.210806719645851,0.19561474908964843,True,0.008650238375247532,0.2543797585433437,False,1072.2533251383536
67
+ G200,dc_margin,False,PBMC_BD_2,BDV4,0.7285099792721015,0.28110273367207617,True,0.45102638759120944,0.2543797585433437,True,1010.5252431743482
68
+ G200,dc_margin,False,PBMC_BD_3,BDV5,0.6330829312809779,0.268638305990201,True,0.3641022804316854,0.2543797585433437,True,885.5437573448836
69
+ G200,dc_margin,False,PBMC_BD_4,BDV6,0.679922876755519,0.1372611168179295,True,0.5335837278687874,0.2543797585433437,True,943.4389424015894
70
+ G200,dc_margin,False,PBMC_HC_1,HC6,0.310557116754548,0.1390272270971344,True,0.16570301929972991,0.2543797585433437,False,0.35083152333503254
71
+ G200,dc_margin,False,PBMC_HC_2,HC2,0.30320729028835597,0.2542206036941075,True,0.04618389742626955,0.2543797585433437,False,0.802656579235515
72
+ G200,dc_margin,False,PBMC_HC_3,HC4,0.22585454573619762,0.1866034210295291,True,0.04526586272914357,0.2543797585433437,False,969.4879641434213
73
+ G200,dc_margin,False,PBMC_HC_4,HC8,0.23275416591384057,0.20182205780174822,True,0.028210544872347393,0.2543797585433437,False,997.0481058509805