diff --git a/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig3_per_sample.csv b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig3_per_sample.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe4f4b6629ce330e9ff17db1e9ebc74bdd8ba4f8
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig3_per_sample.csv
@@ -0,0 +1,111 @@
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diff --git a/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig4_historical_5fold.csv b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig4_historical_5fold.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da924913fab1d830b35f9301b92d508555dfc766
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig4_historical_5fold.csv
@@ -0,0 +1,17 @@
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+giroux2022,historical_5fold_separate,lora,real_lora__raw,0.8654960479659805,0.2580442754044374,0.46094848304079133,0.3230347269696575,5,historical sample-level estimators; not donor-corrected strict primary,24,dd0152f7bde41da80e1c71dabf54ee561982f36dc99a336b65fca419880a1593,e3a0f3f225d94d7c193d94ea020b1ab097fa657c0601fce4301b9a09a9c243de,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/pooled/summary.json,5deaaf60370f4868e02859ed4bc06dfab29227ed25397e153efe74ae62e7f709
+giroux2022,historical_5fold_separate,scsemi,scsemi__raw,0.6255991076366978,0.24307690277174857,0.5372927269740906,0.38821939203903755,0,historical sample-level estimators; not donor-corrected strict primary,24,dd0152f7bde41da80e1c71dabf54ee561982f36dc99a336b65fca419880a1593,e3a0f3f225d94d7c193d94ea020b1ab097fa657c0601fce4301b9a09a9c243de,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/scsemi_cv_20261002/pooled/summary.json,a9aceb5ba082c625923496f45bd317d91b45cf7b888a1c262b979cbb60f58595
+giroux2022,historical_5fold_separate,raw,zs__raw,0.8892820136254734,0.32538517903623476,0.33402890838128363,0.19038234933406017,1,historical sample-level estimators; not donor-corrected strict primary,24,dd0152f7bde41da80e1c71dabf54ee561982f36dc99a336b65fca419880a1593,e3a0f3f225d94d7c193d94ea020b1ab097fa657c0601fce4301b9a09a9c243de,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/pooled/summary.json,5deaaf60370f4868e02859ed4bc06dfab29227ed25397e153efe74ae62e7f709
+giroux2022,historical_5fold_separate,legacy_cal,zs__cal,0.865104686301811,0.2663183045196587,0.26862025176520443,0.13339193412452294,0,historical sample-level estimators; not donor-corrected strict primary,24,dd0152f7bde41da80e1c71dabf54ee561982f36dc99a336b65fca419880a1593,e3a0f3f225d94d7c193d94ea020b1ab097fa657c0601fce4301b9a09a9c243de,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/pooled/summary.json,5deaaf60370f4868e02859ed4bc06dfab29227ed25397e153efe74ae62e7f709
+ji2025_chili,historical_5fold_separate,lora,real_lora__raw,0.8728442542892082,0.5044992874562503,0.47928798340225065,0.45204372964017614,15,historical sample-level estimators; not donor-corrected strict primary,33,19c30f56db699eb4f5a642927c1cd6e173212b877c29ff20d84e60a5ecccef6d,,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/pooled/summary.json,c5affd46bccadfd4ca31a8a75f8b0047e691ca8f1ca3f56a04db53df53e743d9
+ji2025_chili,historical_5fold_separate,scsemi,scsemi__raw,0.5735524798532866,0.575388570715078,0.2730887293849816,0.22877233904234578,0,historical sample-level estimators; not donor-corrected strict primary,33,19c30f56db699eb4f5a642927c1cd6e173212b877c29ff20d84e60a5ecccef6d,,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/scsemi_cv_20261002/pooled/summary.json,4fea2c1a53a4b5324fbd0b2a9ba541ed8eb3fb4d83fe6fa7c0e21dc241132071
+ji2025_chili,historical_5fold_separate,raw,zs__raw,0.8339363944349169,0.7378376387839275,0.08352233208682591,0.03286103285000008,0,historical sample-level estimators; not donor-corrected strict primary,33,19c30f56db699eb4f5a642927c1cd6e173212b877c29ff20d84e60a5ecccef6d,,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/pooled/summary.json,c5affd46bccadfd4ca31a8a75f8b0047e691ca8f1ca3f56a04db53df53e743d9
+ji2025_chili,historical_5fold_separate,legacy_cal,zs__cal,0.8385862483484186,0.5005691181619872,0.14191696206220386,0.11277544159311834,0,historical sample-level estimators; not donor-corrected strict primary,33,19c30f56db699eb4f5a642927c1cd6e173212b877c29ff20d84e60a5ecccef6d,,/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/pooled/summary.json,c5affd46bccadfd4ca31a8a75f8b0047e691ca8f1ca3f56a04db53df53e743d9
diff --git a/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig4_strict_per_sample.csv b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig4_strict_per_sample.csv
new file mode 100644
index 0000000000000000000000000000000000000000..951b474b5cf950a55b7a67786be4d180c6954069
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/fig4_strict_per_sample.csv
@@ -0,0 +1 @@
+cohort,design,draw,arm,sample_id,donor_id,comp_l1,pb_r,support_sha256,summary_sha256
diff --git a/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/rare_all_states.csv b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/rare_all_states.csv
new file mode 100644
index 0000000000000000000000000000000000000000..183f7f6cca96d05457d652036b3cd194057cb70d
--- /dev/null
+++ b/paper-releases/pbisc-diffusion/updates/20261012T130738Z-strictpairs-implementation/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/archive/20261012T130738Z-strictpairs-implementation/snapshot/source_data/rare_all_states.csv
@@ -0,0 +1,1181 @@
+n_samples,n_donors,obs_state,obs_parent,gen_state,gen_parent,obs_pct,gen_pct,generated_zero_samples,generated_zero_donors,parent_zero_samples,mae_sample_pp,mae_donor_pp,spearman_donor,high_low_abundance_auroc,cohort,unit,design,evidence_tier,arm,state,state_kind,mae_donor_ci_low,mae_donor_ci_high,obs_codetection,gen_codetection,missed_observed_fraction,generated_in_observed_zero_fraction,n_observed_positive_donors,n_evaluable_donors
+77,77,1304,24467,29,41920,5.329627661748478,0.0691793893129771,58,58,0,5.477950375973888,5.477950375973888,-0.0539260092859674,0.4210526315789473,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,3.9685053917142663,7.246070337846429,0.0551920830619706,0.000675414178543,0.7301587301587301,0.14285714285714285,63,77
+77,77,499,64588,235,51664,0.772589335480275,0.4548621864354289,8,8,0,0.8586317876332312,0.8586317876332312,-0.0168576116097489,0.4833795013850415,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.589252347349609,1.2167662113201971,0.007578087352647,0.0055504359958446,0.11290322580645161,0.9333333333333333,62,77
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+77,77,1723,115500,621,115500,1.491774891774892,0.5376623376623376,18,18,0,1.2346320346320347,1.2346320346320347,0.4008100542739786,0.6882309941520468,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.6935064935064936,2.0875108225108225,,,0.23943661971830985,0.8333333333333334,71,77
+77,77,3263,115500,757,115500,2.825108225108225,0.6554112554112554,6,6,0,2.3757575757575755,2.3757575757575755,0.4035660929774352,0.7021198830409356,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,1.329004329004329,3.717099567099567,0.0631082251082251,0.0129264069264069,0.07894736842105263,1.0,76,77
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+77,77,523,24467,58,41920,2.137573057587771,0.1383587786259542,47,47,0,1.99827586976237,1.99827586976237,0.1288700348588825,0.5152354570637119,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,1.1123732381370337,3.2069097499612957,0.005349985122774,0.000303035973069,0.6111111111111112,0.391304347826087,54,77
+77,77,1730,24467,5103,41920,7.070748354927044,12.173187022900764,0,0,0,8.100311443116382,8.100311443116382,0.2660500927550491,0.600415512465374,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,6.38396671049556,10.159371807842104,0.2182758507852301,0.3677552994709786,0.0,1.0,46,77
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+77,77,79,115500,42,115500,0.0683982683982684,0.0363636363636363,48,48,0,0.0666666666666666,0.0666666666666666,0.12466323708537,0.5945945945945946,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0493506493506493,0.0839826839826839,0.0006839826839826,0.0003636363636363,0.6,0.35135135135135137,40,77
+77,77,305,26030,55,15062,1.1717249327698809,0.3651573496215642,43,43,0,1.2213032230646017,1.2213032230646017,0.1822431835172443,0.592797783933518,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.8633371795732981,1.7148652525548778,0.030108486118747,0.0246134574262751,0.5333333333333333,0.35294117647058826,60,77
+77,77,1025,115500,152,115500,0.8874458874458875,0.1316017316017316,23,23,0,0.8008658008658007,0.8008658008658007,0.3449743488425149,0.6773109243697479,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.3999567099567099,1.6884415584415582,0.0088744588744588,0.0013160173160173,0.2698412698412698,0.5714285714285714,63,77
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+77,77,1304,24467,14,16470,5.329627661748478,0.0850030358227079,65,65,1,5.537605254060501,5.537605254060501,0.1903237157054312,0.5533235938641344,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,3.948422182774186,7.219537745580686,0.0551920830619706,0.001044757404131,0.8095238095238095,0.0,63,77
+77,77,499,64588,296,71314,0.772589335480275,0.4150657654878425,16,16,0,0.7687065099982027,0.7687065099982027,-0.0007951656457889,0.4806094182825485,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.5092023685563519,1.078515489840177,0.007578087352647,0.0043447126141116,0.22580645161290322,0.8666666666666667,62,77
+77,77,791,55550,267,65687,1.423942394239424,0.4064731225356615,21,21,0,1.2250441084496246,1.2250441084496246,0.008992586645043,0.5626731301939059,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.7709830169253508,1.8864213622373025,0.007391921775955,0.0034698579985055,0.28169014084507044,0.8333333333333334,71,77
+77,77,1009,55550,621,65687,1.8163816381638165,0.9453925434256398,12,12,0,1.5122106132961162,1.5122106132961162,0.0769515407901158,0.5020775623268698,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,1.0604638701451945,2.0893381562679187,,,0.14285714285714285,0.7142857142857143,70,77
+77,77,1723,115500,1076,115500,1.491774891774892,0.9316017316017317,4,4,0,1.211255411255411,1.211255411255411,0.4309210756053026,0.7233187134502924,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.6856709956709957,1.932554112554112,,,0.04225352112676056,0.8333333333333334,71,77
+77,77,3263,115500,1164,115500,2.825108225108225,1.0077922077922077,3,3,0,2.253679653679654,2.253679653679654,0.4252245342903112,0.6977339181286549,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,1.2344372294372294,3.6667316017316014,0.0631082251082251,0.0175064935064935,0.039473684210526314,1.0,76,77
+77,77,2623,24467,225,16470,10.720562390158172,1.366120218579235,53,53,1,7.892967856110152,7.892967856110152,0.4785938069706846,0.7315558802045289,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,4.932300219803827,11.412046262983075,0.4883862633186692,0.1609922070824531,0.6226415094339622,0.16666666666666666,53,77
+77,77,523,24467,57,16470,2.137573057587771,0.3460837887067395,57,57,1,1.9540285095663952,1.9540285095663952,0.2799797638539242,0.5931336742147553,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,1.0912982503614197,3.19894640951504,0.005349985122774,0.0010485750515929,0.7222222222222222,0.21739130434782608,54,77
+77,77,1730,24467,860,16470,7.070748354927044,5.221615057680632,18,18,1,4.4879153466737645,4.4879153466737645,0.106719160903773,0.5215485756026297,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,2.730276283362791,6.967138318200745,0.2182758507852301,0.1978805709097695,0.2608695652173913,0.8064516129032258,46,77
+77,77,1123,55550,889,65687,2.021602160216021,1.3533880372067533,39,39,0,1.1775044229206444,1.1775044229206444,0.2329053483859974,0.5851800554016621,ye2026_sepsis,draw0,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.3559616630359411,2.574737016897805,0.0920865864009691,0.0676336782689045,0.5116279069767442,0.5,43,77
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+77,77,574,65161,18,55821,0.8808950138886757,0.0322459289514698,63,63,0,0.8063913673098433,0.8063913673098433,0.0166678114987733,0.4736842105263157,ye2026_sepsis,draw1,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.4695364519175715,1.2392648794175936,0.0082260830008516,0.0003494541113805,0.8032786885245902,0.125,61,77
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+77,77,78,115500,1,115500,0.0675324675324675,0.0008658008658008,76,76,0,0.0666666666666666,0.0666666666666666,0.1961746163723553,,ye2026_sepsis,draw1,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.045021645021645,0.0926406926406926,0.0006753246753246,8.658008658008657e-06,0.9714285714285714,0.0,35,77
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+77,77,1245,23584,113,39821,5.279002713704206,0.2837698701690063,36,36,0,5.252538727111032,5.252538727111032,0.2232520690764224,0.6232686980609419,ye2026_sepsis,draw1,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,3.786399516445863,6.878105540104102,0.0541063353562116,0.0022872054870697,0.46875,0.5384615384615384,64,77
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+77,77,1773,115500,450,115500,1.535064935064935,0.3896103896103896,9,9,0,1.330735930735931,1.330735930735931,0.246370262919551,0.6281954887218045,ye2026_sepsis,draw1,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.7306493506493507,2.1439177489177488,,,0.10144927536231885,0.75,69,77
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+77,77,78,115500,128,115500,0.0675324675324675,0.1108225108225108,27,27,0,0.1160173160173159,0.1160173160173159,0.0945399931171249,,ye2026_sepsis,draw1,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0908874458874458,0.1411255411255411,0.0006753246753246,0.0011082251082251,0.34285714285714286,0.6428571428571429,35,77
+77,77,309,25735,754,25529,1.2006994365649892,2.9535038583571622,4,4,0,3.1518813027287504,3.1518813027287504,0.4824254615038705,0.7167590027700831,ye2026_sepsis,draw1,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,2.429082030873149,3.96900371739842,0.0284215981892631,0.0660498275717167,0.0,0.7647058823529411,60,77
+77,77,997,115500,46,115500,0.8632034632034632,0.0398268398268398,49,49,0,0.8354978354978354,0.8354978354978354,0.256045347549498,0.6158625730994152,ye2026_sepsis,draw1,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.4103463203463203,1.6009307359307356,0.0086320346320346,0.0003982683982683,0.5970149253731343,0.1,67,77
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+77,77,965,55097,1266,40369,1.7514565221336915,3.1360697564963216,0,0,0,2.9268942090674024,2.9268942090674024,0.0530993233191634,0.5252770083102493,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,2.3275208301950068,3.530538328128319,,,0.0,1.0,72,77
+77,77,1881,115500,694,115500,1.6285714285714286,0.6008658008658009,17,17,0,1.3116883116883116,1.3116883116883116,0.3516719842214479,0.6760312944523471,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.741017316017316,2.0260389610389606,,,0.2028985507246377,0.625,69,77
+77,77,3485,115500,832,115500,3.017316017316017,0.7203463203463204,6,6,0,2.5290043290043287,2.5290043290043287,0.3320082907961472,0.6465643274853801,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,1.4276190476190471,3.982337662337662,0.0648831168831168,0.0139047619047619,0.07792207792207792,,77,77
+77,77,3222,24411,190,43067,13.198967678505593,0.4411730559360995,39,39,0,9.917960713635834,9.917960713635834,0.3530701842118132,0.6402354570637119,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,6.09344629034112,13.932164951556643,0.4810704988999836,0.3057135927132685,0.42592592592592593,0.30434782608695654,54,77
+77,77,545,24411,63,43067,2.232600057351194,0.1462836974946014,46,46,0,2.1277072407119104,2.1277072407119104,0.2938380334322757,0.582409972299169,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,1.2794547220500352,3.170590643408985,0.0030439705359642,0.0003231996595291,0.5454545454545454,0.2727272727272727,55,77
+77,77,2152,24411,5807,43067,8.815697841137192,13.48364176747858,0,0,0,7.463333461974645,7.463333461974645,0.222627636779151,0.5380886426592798,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,5.964322485035847,9.116843547869165,0.22950311059562,0.3709359756902727,0.0,1.0,44,77
+77,77,1184,55097,883,40369,2.148937328711182,2.187321954965444,13,13,0,1.3668952699759456,1.3668952699759456,0.4284471915909776,0.6745152354570637,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.6183066621915253,2.405802606382518,0.098487870425994,0.100508746986068,0.09615384615384616,0.68,52,77
+77,77,391,20214,434,17333,1.934302958345701,2.503894305659724,5,5,0,2.623316832352223,2.623316832352223,0.1132842048530435,0.4965373961218836,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,2.168994958359652,3.168539200004009,0.0807753658251443,0.0980428113877926,0.04477611940298507,0.8,67,77
+77,77,90,115500,46,115500,0.0779220779220779,0.0398268398268398,47,47,0,0.0796536796536796,0.0796536796536796,-0.0248297964143779,0.49296875,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0623376623376623,0.0987012987012986,0.0007792207792207,0.0003982683982683,0.6222222222222222,0.40625,45,77
+77,77,311,25467,59,14263,1.221188204342875,0.4136577157680712,42,42,0,1.3245960159528165,1.3245960159528165,0.2581540462589395,0.5768698060941828,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.8979136561145883,1.8524400176734144,0.0295985042516845,0.0263856693655202,0.4666666666666667,0.17647058823529413,60,77
+77,77,1061,115500,146,115500,0.9186147186147188,0.1264069264069264,24,24,0,0.8424242424242423,0.8424242424242423,0.3310955685950255,0.6659356725146199,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.432012987012987,1.7638961038961032,0.0091861471861471,0.0012640692640692,0.2727272727272727,0.45454545454545453,66,77
+77,77,2237,24411,1004,43067,9.163901519806643,2.3312513061044418,7,7,0,7.024963846386804,7.024963846386804,0.1084668464983494,0.58898891966759,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,5.411173623034527,8.905899333951853,0.0807390161555796,0.019835569376364,0.07575757575757576,0.8181818181818182,66,77
+77,77,1293,24411,29,28446,5.296792429642374,0.1019475497433734,54,54,0,5.527802259100397,5.527802259100397,0.0851619289785069,0.5,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,3.9347145881357375,7.301778900252305,0.0558803141495773,0.0010589598567143,0.6721311475409836,0.1875,61,77
+77,77,457,64544,285,63659,0.7080441249380268,0.4476978903218712,11,11,0,0.7564797547938219,0.7564797547938219,-0.0361317050523787,0.4965373961218836,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.479358307452425,1.0604632457155896,0.007200828780308,0.0049388758226412,0.16666666666666666,0.9411764705882353,60,77
+77,77,716,55097,262,56598,1.2995262899976403,0.4629138838828227,18,18,0,1.1963706594940071,1.1963706594940071,0.0472082495740684,0.492382271468144,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.7069324243202889,1.8363474491615768,0.0070333339829237,0.0037813660880138,0.2222222222222222,0.6,72,77
+77,77,965,55097,767,56598,1.7514565221336915,1.3551715608325383,2,2,0,1.5715533135910558,1.5715533135910558,0.1408165552737894,0.6080332409972299,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,1.114746275060563,2.110957620385614,,,0.027777777777777776,1.0,72,77
+77,77,1881,115500,1424,115500,1.6285714285714286,1.232900432900433,7,7,0,1.3099567099567098,1.3099567099567098,0.3004452265103221,0.6653627311522048,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.8303030303030302,1.896277056277056,,,0.07246376811594203,0.75,69,77
+77,77,3485,115500,1496,115500,3.017316017316017,1.2952380952380953,4,4,0,2.303896103896104,2.303896103896104,0.3366583915543984,0.6560672514619883,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,1.2779004329004329,3.5489393939393943,0.0648831168831168,0.022077922077922,0.05194805194805195,,77,77
+77,77,3222,24411,564,28446,13.198967678505593,1.9827040708711243,30,30,0,9.325782121915784,9.325782121915784,0.4711994755146051,0.7448060941828255,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,5.950788177865602,13.13305832572677,0.4810704988999836,0.2469552386123452,0.3333333333333333,0.4782608695652174,54,77
+77,77,545,24411,123,28446,2.232600057351194,0.4323982282218941,49,49,0,2.1101028689788737,2.1101028689788737,0.2821664447283588,0.6156509695290858,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,1.2918216892925536,3.0662491413833903,0.0030439705359642,0.0014151863433029,0.6181818181818182,0.3181818181818182,55,77
+77,77,2152,24411,1695,28446,8.815697841137192,5.958658510862687,15,15,0,3.2875750395337637,3.2875750395337637,0.2111164581629608,0.5457063711911357,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,2.3166008899940205,4.297962622215268,0.22950311059562,0.2121537205454553,0.20454545454545456,0.8181818181818182,44,77
+77,77,1184,55097,1005,56598,2.148937328711182,1.7756811194741864,43,43,0,1.2076281089065084,1.2076281089065084,0.1899173386081198,0.5422437673130194,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.4657461455736408,2.481161066947545,0.098487870425994,0.0809790028379829,0.6153846153846154,0.56,52,77
+77,77,391,20214,87,18289,1.934302958345701,0.4756957734157143,30,30,0,2.485830778418881,2.485830778418881,0.090458680482061,0.557825484764543,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,1.8075964950302037,3.3030544615084136,0.0807753658251443,0.0287020877012542,0.3880597014925373,0.6,67,77
+77,77,90,115500,258,115500,0.0779220779220779,0.2233766233766233,22,22,0,0.2251082251082251,0.2251082251082251,-0.2212670817765026,0.35703125,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.1592857142857142,0.3004329004329004,0.0007792207792207,0.0022337662337662,0.35555555555555557,0.8125,45,77
+77,77,311,25467,615,23784,1.221188204342875,2.58577194752775,6,6,0,2.514948674972895,2.514948674972895,0.4034951173998193,0.6755540166204986,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,1.834508636819532,3.347266070189683,0.0295985042516845,0.0613626569258879,0.03333333333333333,0.7647058823529411,60,77
+77,77,1061,115500,18,115500,0.9186147186147188,0.0155844155844155,64,64,0,0.9134199134199134,0.9134199134199134,-0.1192980695376181,0.4506578947368421,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.4769913419913421,1.6649567099567095,0.0091861471861471,0.0001558441558441,0.8484848484848485,0.2727272727272727,66,77
+77,77,2237,24411,1090,28446,9.163901519806643,3.831821697250932,10,10,0,6.49472083285925,6.49472083285925,0.2099760908187303,0.6336565096952909,ye2026_sepsis,draw2,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,5.048117486468028,8.136467504820356,0.0807390161555796,0.0333752048158522,0.12121212121212122,0.8181818181818182,66,77
+77,77,1293,24411,236,17080,5.296792429642374,1.3817330210772834,44,44,2,5.4361009728730805,5.4361009728730805,-0.1091266128364608,0.4317019722425128,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,3.902641419522405,7.146728030414868,0.0558803141495773,0.0083345729105886,0.5573770491803278,0.375,61,77
+77,77,457,64544,43,74560,0.7080441249380268,0.0576716738197424,57,57,0,0.7113765626482789,0.7113765626482789,0.0334607223786265,0.5176592797783933,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.3992776680823101,1.091300950481505,0.007200828780308,0.0006759198307943,0.7166666666666667,0.17647058823529413,60,77
+77,77,716,55097,40,70329,1.2995262899976403,0.0568755420950105,56,56,0,1.2067466906978517,1.2067466906978517,0.2300109228460405,0.6052631578947368,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.7067210175658563,1.9580409211504,0.0070333339829237,0.0006710045774555,0.7222222222222222,0.2,72,77
+77,77,965,55097,338,70329,1.7514565221336915,0.4805983307028395,32,32,0,1.6537278706188194,1.6537278706188194,0.1269791603962613,0.556786703601108,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,1.1231528667776325,2.206899462196825,,,0.375,0.0,72,77
+77,77,1881,115500,224,115500,1.6285714285714286,0.1939393939393939,41,41,0,1.5056277056277052,1.5056277056277052,0.2883805682868053,0.60099573257468,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.8614502164502166,2.552532467532467,,,0.4927536231884058,0.125,69,77
+77,77,3485,115500,351,115500,3.017316017316017,0.3038961038961039,38,38,0,2.7688311688311686,2.7688311688311686,0.1214441891096762,0.5146198830409356,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,1.50008658008658,4.205649350649349,0.0648831168831168,0.0138787878787878,0.4935064935064935,,77,77
+77,77,3222,24411,2,17080,13.198967678505593,0.0117096018735363,75,75,2,10.37949413797872,10.37949413797872,0.2643014829543972,0.527027027027027,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,6.332733094104311,14.393568350590664,0.4810704988999836,0.0796621840123429,0.9629629629629629,0.0,54,77
+77,77,545,24411,0,17080,2.232600057351194,0.0,77,77,2,2.2623537730386176,2.2623537730386176,,0.5,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,1.360720972424097,3.3876004609737347,0.0030439705359642,0.0,1.0,0.0,55,77
+77,77,2152,24411,21,17080,8.815697841137192,0.1229508196721311,76,76,2,6.577878613021148,6.577878613021148,0.2013388447163855,0.5135135135135135,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,3.402610036152386,10.710712615840505,0.22950311059562,0.007305213059759,0.9772727272727273,0.0,44,77
+77,77,1184,55097,218,70329,2.148937328711182,0.3099717044178077,76,76,0,1.9707288537682184,1.9707288537682184,0.1995558244794513,0.5131578947368421,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.4884119616914001,3.892772643525061,0.098487870425994,0.0117264230709791,0.9807692307692307,0.0,52,77
+77,77,391,20214,0,16804,1.934302958345701,0.0,77,77,1,2.7898732494177345,2.7898732494177345,,0.5,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,2.0694999330412385,3.670837680120581,0.0807753658251443,0.0006764035388273,1.0,0.0,67,77
+77,77,90,115500,1,115500,0.0779220779220779,0.0008658008658008,76,76,0,0.0787878787878787,0.0787878787878787,-0.1229166710050889,0.484375,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0579653679653679,0.1056277056277056,0.0007792207792207,8.658008658008657e-06,1.0,0.03125,45,77
+77,77,311,25467,411,51707,1.221188204342875,0.79486336472818,10,10,0,1.800782063935578,1.800782063935578,0.1976455606329218,0.649584487534626,ye2026_sepsis,draw2,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,1.0554252497136831,2.827565636538047,0.0295985042516845,0.0317399116814898,0.1,0.7647058823529411,60,77
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+77,77,1881,115500,271,115500,1.6285714285714286,0.2346320346320346,11,11,0,1.5047619047619047,1.5047619047619047,0.2144363578370448,0.6177098150782361,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.8213636363636365,2.4425974025974027,,,0.11594202898550725,0.625,69,77
+77,77,3485,115500,307,115500,3.017316017316017,0.2658008658008658,8,8,0,2.803463203463204,2.803463203463204,0.1539978961715535,0.5040204678362573,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,1.575606060606061,4.3681385281385285,0.0648831168831168,0.007004329004329,0.1038961038961039,,77,77
+77,77,3222,24411,34,12979,13.198967678505593,0.2619616303259111,53,53,1,9.308521282914016,9.308521282914016,0.1933805739178214,0.6208708708708709,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,5.780225068277632,12.928322661176896,0.4810704988999836,0.3429675049301802,0.6111111111111112,0.13043478260869565,54,77
+77,77,545,24411,12,12979,2.232600057351194,0.0924570459973803,69,69,1,1.83605682506336,1.83605682506336,0.1803301926874606,0.5029218407596786,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,1.082763619275071,2.8122802816045187,0.0030439705359642,0.000478469573015,0.8545454545454545,0.0,55,77
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+77,77,1184,55097,403,74260,2.148937328711182,0.5426878534877457,46,46,0,1.8108511260531768,1.8108511260531768,0.2965619734893101,0.6045706371191135,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.4701253474260257,3.49021333522382,0.098487870425994,0.0677767592303441,0.5769230769230769,0.36,52,77
+77,77,391,20214,59,19722,1.934302958345701,0.2991583003752155,38,38,0,2.4765260567384515,2.4765260567384515,-0.0163861318805979,0.4435595567867036,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,1.772580209786768,3.294603067288802,0.0807753658251443,0.0148876399030611,0.47761194029850745,0.4,67,77
+77,77,90,115500,54,115500,0.0779220779220779,0.0467532467532467,45,45,0,0.0935064935064935,0.0935064935064935,-0.2373343116034061,0.35,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0727272727272727,0.1143073593073592,0.0007792207792207,0.0004675324675324,0.6666666666666666,0.53125,45,77
+77,77,311,25467,478,34919,1.221188204342875,1.368882270397205,8,8,0,1.0375049396891738,1.0375049396891738,0.537480179051143,0.7884349030470914,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.7467203366198576,1.3921709958807371,0.0295985042516845,0.0256603097250026,0.03333333333333333,0.6470588235294118,60,77
+77,77,1061,115500,9,115500,0.9186147186147188,0.0077922077922077,69,69,0,0.9125541125541126,0.9125541125541126,-0.012708233763261,0.5043859649122807,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.4709740259740259,1.664220779220779,0.0091861471861471,7.792207792207792e-05,0.8939393939393939,0.09090909090909091,66,77
+77,77,2237,24411,599,12979,9.163901519806643,4.615147546035904,19,19,1,7.015870674551331,7.015870674551331,-0.00749933071009,0.5420014609203798,ye2026_sepsis,draw2,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,5.353445343505761,9.154069076693371,0.0807390161555796,0.0395701985407312,0.22727272727272727,0.6363636363636364,66,77
+77,77,1311,23610,31,42011,5.552731893265565,0.0737901978053367,56,56,0,5.806010077687368,5.806010077687368,-0.0138774790307478,0.4501385041551246,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,4.069393264262383,8.084726197718819,0.0584067639125973,0.0007198287944796,0.7142857142857143,0.21428571428571427,63,77
+77,77,523,64657,236,51677,0.8088838022178573,0.4566828569769917,10,10,0,0.8994339935228897,0.8994339935228897,-0.1046758977685053,0.5020775623268698,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.6402195872677876,1.2289960348784983,0.0077177023161563,0.0055135156003882,0.16393442622950818,1.0,61,77
+77,77,795,55671,144,41125,1.4280325483644989,0.3501519756838905,22,22,0,1.2699035679297914,1.2699035679297914,-0.0854035214335539,0.4463296398891966,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.7919121343022265,1.915779749997372,0.007307629272097,0.0040412758338776,0.30434782608695654,0.875,69,77
+77,77,1035,55671,1258,41125,1.8591367139084984,3.058966565349544,0,0,0,2.85914019581063,2.85914019581063,-0.0380162162496305,0.5074679943100996,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,2.2587779521966858,3.392108718460069,,,0.0,1.0,70,77
+77,77,1842,115500,696,115500,1.594805194805195,0.6025974025974026,16,16,0,1.296969696969697,1.296969696969697,0.400437710278632,0.6756756756756757,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.7295021645021644,2.1179220779220773,,,0.15714285714285714,0.2857142857142857,70,77
+77,77,3457,115500,830,115500,2.993073593073593,0.7186147186147186,8,8,0,2.487445887445888,2.487445887445888,0.3960392409491002,0.6699561403508771,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,1.334848484848485,3.857294372294372,0.0658268398268398,0.0139047619047619,0.1038961038961039,,77,77
+77,77,3171,23610,184,42011,13.430749682337993,0.4379805289090952,44,44,0,10.184238989966277,10.184238989966277,0.3314013289159999,0.6246537396121884,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,6.254666011505217,14.220332550448193,0.4825883190137746,0.3021985291335498,0.5,0.2962962962962963,50,77
+77,77,571,23610,59,42011,2.418466751376535,0.1404394087262859,47,47,0,1.774404356250894,1.774404356250894,0.1100248713426697,0.5169667590027701,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,1.1671578151090494,2.5670619730929296,0.0039004254401219,0.000323821794868,0.6296296296296297,0.43478260869565216,54,77
+77,77,1845,23610,5239,42011,7.814485387547649,12.470543429101902,0,0,0,7.6476671854313,7.6476671854313,0.3138230281617762,0.6149584487534626,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,6.073461687449703,9.374941525547396,0.227045295018934,0.3690340013885319,0.0,1.0,47,77
+77,77,1105,55671,919,41125,1.9848754288588315,2.2346504559270515,19,19,0,1.273043770718404,1.273043770718404,0.3947908477287976,0.675207756232687,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.6074876312598266,2.296550106735465,0.0974303968086919,0.0987181260334773,0.19148936170212766,0.6666666666666666,47,77
+77,77,360,21027,443,17804,1.7120844628334997,2.488204897775781,7,7,0,2.050002119300544,2.050002119300544,0.1358974138319232,0.5515927977839336,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,1.69541419239845,2.4309827033019613,0.0723421399503598,0.0959084412717505,0.07575757575757576,0.8181818181818182,66,77
+77,77,89,115500,50,115500,0.077056277056277,0.0432900432900432,45,45,0,0.0787878787878788,0.0787878787878788,0.1057001383768693,,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.058008658008658,0.1012987012987012,0.0007705627705627,0.0004329004329004,0.5833333333333334,0.4146341463414634,36,77
+77,77,294,26136,58,14737,1.1248852157943068,0.3935672117798738,39,39,0,1.2104987557619915,1.2104987557619915,0.2425155456450612,0.6454293628808865,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.846907541584305,1.697328924390464,0.0294700008152536,0.0262388622824183,0.44642857142857145,0.3333333333333333,56,77
+77,77,983,115500,151,115500,0.8510822510822511,0.1307359307359307,22,22,0,0.7757575757575756,0.7757575757575756,0.3329306653883754,0.6680451127819549,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.3644805194805194,1.5074242424242426,0.0085108225108225,0.0013073593073593,0.2727272727272727,0.6363636363636364,66,77
+77,77,2175,23610,975,42011,9.212198221092756,2.320820737425912,8,8,0,6.314929340008881,6.314929340008881,0.1173247310977367,0.5834487534626038,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,5.129781333115413,7.552163789999632,0.0706823257237144,0.0191165978147926,0.08196721311475409,0.8125,61,77
+77,77,1311,23610,37,28691,5.552731893265565,0.1289603011397302,59,59,0,5.7587478757555886,5.7587478757555886,0.1786607146278652,0.557825484764543,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,4.051245201197401,7.711571607796614,0.0584067639125973,0.000941506750122,0.7301587301587301,0.07142857142857142,63,77
+77,77,523,64657,363,63926,0.8088838022178573,0.5678440697055971,12,12,0,0.888272715508247,0.888272715508247,0.1231615950832432,0.5498614958448753,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.6037317056588702,1.2173152751903702,0.0077177023161563,0.0061925049551403,0.14754098360655737,0.8125,61,77
+77,77,795,55671,359,57889,1.4280325483644989,0.6201523605520911,14,14,0,1.3601265808779563,1.3601265808779563,-0.0724487859495171,0.4660664819944598,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.8799531005523349,2.0293687156205515,0.007307629272097,0.0052126284191989,0.2028985507246377,1.0,69,77
+77,77,1035,55671,967,57889,1.8591367139084984,1.6704382525177497,7,7,0,1.929252102100608,1.929252102100608,-0.0190345898096054,0.5035561877667141,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,1.4519541496756938,2.4368938898359542,,,0.1,1.0,70,77
+77,77,1842,115500,1513,115500,1.594805194805195,1.30995670995671,3,3,0,1.348051948051948,1.348051948051948,0.4376784346154215,0.713371266002845,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.8466450216450215,2.0079870129870128,,,0.014285714285714285,0.7142857142857143,70,77
+77,77,3457,115500,1636,115500,2.993073593073593,1.4164502164502164,3,3,0,2.3160173160173163,2.3160173160173163,0.4406221782992515,0.7306286549707602,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,1.2319264069264069,3.594220779220778,0.0658268398268398,0.0235670995670995,0.03896103896103896,,77,77
+77,77,3171,23610,612,28691,13.430749682337993,2.1330730891220244,29,29,0,9.752414118533048,9.752414118533048,0.4447942069510185,0.7046398891966759,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,6.226527681764189,13.79936812458782,0.4825883190137746,0.2353262430751706,0.24,0.37037037037037035,50,77
+77,77,571,23610,161,28691,2.418466751376535,0.5611515806350423,46,46,0,1.752268845851641,1.752268845851641,-0.0234430687773149,0.456371191135734,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,1.116512835996979,2.4449450293092982,0.0039004254401219,0.0020788681752502,0.6481481481481481,0.5217391304347826,54,77
+77,77,1845,23610,1537,28691,7.814485387547649,5.35708061761528,15,15,0,4.417570765278896,4.417570765278896,0.1175118644635055,0.4972299168975069,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,2.9197368921261466,6.023074873905738,0.227045295018934,0.2085642049415207,0.23404255319148937,0.8666666666666667,47,77
+77,77,1105,55671,994,57889,1.9848754288588315,1.7170792378517508,41,41,0,1.0226386822540223,1.0226386822540223,0.2554619131815764,0.6291551246537396,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.4011447222955716,2.014457102945758,0.0974303968086919,0.0791746192878706,0.5531914893617021,0.5,47,77
+77,77,360,21027,100,17624,1.7120844628334997,0.5674080798910577,33,33,0,1.7959988401710525,1.7959988401710525,0.0591510127119184,0.4411357340720221,ye2026_sepsis,draw3,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,1.3447461245710988,2.322112953652668,0.0723421399503598,0.029682486688545,0.3939393939393939,0.36363636363636365,66,77
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+77,77,3277,115500,953,115500,2.8372294372294373,0.8251082251082251,5,5,0,2.188744588744589,2.188744588744589,0.4119306919879187,0.6567982456140351,ye2026_sepsis,draw4,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,1.1471645021645025,3.5023376623376623,0.0619393939393939,0.015047619047619,0.05333333333333334,0.5,75,77
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+77,77,1000,115500,13,115500,0.8658008658008658,0.0112554112554112,67,67,0,0.8562770562770563,0.8562770562770563,0.1495513797461733,0.5153903903903904,ye2026_sepsis,draw4,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.4311255411255412,1.5922077922077922,0.0086580086580086,0.0001125541125541,0.8636363636363636,0.09090909090909091,66,77
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+77,77,543,65585,13,56285,0.8279332164366853,0.0230967398063427,73,73,0,0.7829189535366792,0.7829189535366792,0.2046396449000468,0.5273545706371191,ye2026_sepsis,draw4,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.4799304494581648,1.1435952626498025,0.0080405227004592,0.0002113331650924,0.9384615384615385,0.0,65,77
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+77,77,1688,115500,403,115500,1.4614718614718614,0.3489177489177489,30,30,0,1.2095238095238097,1.2095238095238097,0.3728505803160716,0.6962719298245614,ye2026_sepsis,draw4,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.6343506493506494,1.952445887445888,,,0.36363636363636365,0.45454545454545453,66,77
+77,77,3277,115500,503,115500,2.8372294372294373,0.4354978354978355,30,30,0,2.472727272727272,2.472727272727272,0.1639816115526424,0.5672514619883041,ye2026_sepsis,draw4,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,1.3495454545454546,4.0797186147186135,0.0619393939393939,0.0105800865800865,0.4,1.0,75,77
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+77,77,75,115500,1,115500,0.0649350649350649,0.0008658008658008,76,76,0,0.0658008658008658,0.0658008658008658,-0.0970646195516972,,ye2026_sepsis,draw4,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0441558441558441,0.0909307359307359,0.0006493506493506,8.658008658008657e-06,1.0,0.023255813953488372,34,77
+77,77,277,26039,805,34467,1.0637889319866354,2.3355673542809066,4,4,0,1.9738280079752544,1.9738280079752544,0.3314531456787374,0.6509695290858726,ye2026_sepsis,draw4,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,1.3831150637461338,2.5981556965314256,0.0287493705117129,0.0596066920701991,0.04838709677419355,0.9333333333333333,62,77
+77,77,1000,115500,0,115500,0.8658008658008658,0.0,77,77,0,0.8658008658008659,0.8658008658008659,,0.5,ye2026_sepsis,draw4,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.4528138528138529,1.6129870129870127,0.0086580086580086,0.0,1.0,0.0,66,77
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+77,77,1306,23526,107,20335,5.551304939216187,0.5261863781657241,31,31,2,5.411000452730564,5.411000452730564,0.2743663030950562,0.590204081632653,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,3.473886087048866,7.7949591541263,0.0602439729712749,0.0061698892254807,0.3114754098360656,0.25,61,77
+77,77,543,65585,119,70101,0.8279332164366853,0.1697550676880501,26,26,0,0.7262724364081189,0.7262724364081189,0.1781051848069109,0.5588642659279779,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.444783320753119,1.0500623116864725,0.0080405227004592,0.0016031137200573,0.3230769230769231,0.5833333333333334,65,77
+77,77,810,56207,108,65204,1.4411016421442169,0.1656340101834243,36,36,0,1.2579329873106966,1.2579329873106966,0.2209113071029532,0.5907202216066482,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.7424062097885283,1.898904196727305,0.0077216815863636,0.0012550255178312,0.4583333333333333,0.4,72,77
+77,77,1158,56207,551,65204,2.060241606917288,0.8450401815839519,3,3,0,1.4652206913218548,1.4652206913218548,0.2128246923966768,0.6191135734072022,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.9246640866457114,2.1257048919268087,,,0.04054054054054054,1.0,74,77
+77,77,1688,115500,759,115500,1.4614718614718614,0.6571428571428571,3,3,0,1.238961038961039,1.238961038961039,0.3520561345435323,0.6721491228070176,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.6727272727272727,2.163636363636363,,,0.045454545454545456,1.0,66,77
+77,77,3277,115500,896,115500,2.8372294372294373,0.7757575757575758,0,0,0,2.341991341991342,2.341991341991342,0.3001790389392057,0.6187865497076024,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,1.220757575757576,3.717056277056277,0.0619393939393939,0.0137229437229437,0.0,1.0,75,77
+77,77,3125,23526,64,20335,13.283176060528776,0.3147283009589378,54,54,2,9.112999124229038,9.112999124229038,0.4192447789589888,0.6881632653061225,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,5.737639538632438,13.07444209829368,0.4878107602310627,0.2744411050685216,0.62,0.14814814814814814,50,77
+77,77,538,23526,10,20335,2.286831590580634,0.049176297024834,68,68,2,1.4722746028592772,1.4722746028592772,0.2812418390711903,0.5861224489795919,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,1.041292796154538,2.029198403775432,0.0038053458983634,1.718213058419244e-05,0.8571428571428571,0.047619047619047616,56,77
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+77,77,945,56207,676,65204,1.681285249168253,1.036746211888841,40,40,0,1.11378810294282,1.11378810294282,0.5397800015632954,0.6927453769559033,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.3550864535201651,2.1920797593486947,0.0922519080091631,0.06185372870586,0.3877551020408163,0.25,49,77
+77,77,386,20189,171,20175,1.911932240328892,0.8475836431226765,10,10,0,1.948807842554264,1.948807842554264,0.1178620052231382,0.5515927977839336,ye2026_sepsis,draw4,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,1.467082968656761,2.418354404270256,0.0799127178808748,0.0371589596101282,0.13043478260869565,0.875,69,77
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+142,52,556,31248,411,95852,1.7793138760880696,0.4287860451529441,56,17,0,2.333854094386465,1.6312179345639897,0.5099469294330549,0.7544378698224852,imperial_eskd,draw0,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.7490851942238581,2.715157643632641,0.2351351293702964,0.2742552061807223,0.15384615384615385,0.5,26,52
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+142,52,481,23076,106,11094,2.084416710001733,0.955471425996034,86,21,0,2.748742790126226,2.055098233046198,0.1500733626577675,0.6020710059171598,imperial_eskd,draw0,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,1.3396741032313295,2.867250936771706,0.1040712907000396,0.0427671204627134,0.29545454545454547,0.0,44,52
+142,52,230,187892,82,187892,0.1224107465991101,0.0436420922657697,103,25,0,0.1327173221554597,0.1080090473905139,0.2706649990422789,0.6094674556213018,imperial_eskd,draw0,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0710495932979773,0.1497667126530355,0.0013458967441718,0.0004386542718519,0.4318181818181818,0.25,44,52
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+143,52,455,33303,397,98843,1.3662432813860612,0.401647056443046,57,14,0,1.7302913805678997,1.0650731502460142,0.5110137283167696,,imperial_eskd,draw1,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.4203972685305937,2.029284111125196,0.2161562337669883,0.2609318062744546,0.041666666666666664,0.5357142857142857,24,52
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+143,52,455,33303,7,25043,1.3662432813860612,0.027951922692968,140,50,0,1.7162474719567695,1.124734109673788,0.3032939758765964,,imperial_eskd,draw1,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.4047497730625737,2.0412655223700167,0.2161562337669883,0.0173379040951933,0.9166666666666666,0.0,24,52
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+143,52,201,191934,21,191934,0.104723498702679,0.0109412610584888,133,46,0,0.1147758902656442,0.1097982688795725,-0.0519317705138065,0.503698224852071,imperial_eskd,draw1,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0849949288545665,0.1389599360204065,0.0011322999638331,9.97165379392094e-05,0.8888888888888888,0.14285714285714285,45,52
+143,52,400,37899,1634,55248,1.0554368189134278,2.957573124818998,15,1,1,10.805445939781338,5.883338063712558,-0.0363713981121168,0.4393491124260355,imperial_eskd,draw1,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,4.11829261949402,8.139988681521857,0.1119543827033248,0.2090282894015544,0.02,1.0,50,52
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+143,52,993,95556,1223,121462,1.0391812131106366,1.0068992771401757,6,1,0,0.9811624110725408,0.6745605337571252,0.5501195375243592,0.7307692307692307,imperial_eskd,draw1,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.4881255778035469,0.8955744183567532,,,0.02040816326530612,1.0,49,52
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+143,52,455,33303,57,26722,1.3662432813860612,0.2133073871716189,118,37,0,1.64159446757137,1.0701673703828345,0.547598029128321,,imperial_eskd,draw1,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.3914646322780565,1.925553439548889,0.2161562337669883,0.0978142134902057,0.5416666666666666,0.14285714285714285,24,52
+143,52,354,33303,47,26722,1.0629673002432214,0.175885038545019,116,38,0,1.2945324997801562,0.9505200518534336,0.2310518338579707,0.5880177514792899,imperial_eskd,draw1,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.6596422927970377,1.37040191685504,0.002058084943767,0.0001258763735376,0.6666666666666666,0.07692307692307693,39,52
+143,52,8994,33303,5227,26722,27.006575984145574,19.56066162712372,12,6,0,12.35721656434678,10.298711393613257,0.8522669727391433,0.970414201183432,imperial_eskd,draw1,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,6.946190568349713,13.599915235541324,0.5487137312409338,0.441656957739467,0.08888888888888889,0.7142857142857143,45,52
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+143,52,450,22426,216,20729,2.0065994827432445,1.0420184282888707,51,10,0,2.4764912287062963,2.058307607877678,0.1045083117442399,0.522189349112426,imperial_eskd,draw1,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,1.296310768578974,3.015674130386193,0.1015949900008299,0.0335011466945508,0.13333333333333333,0.42857142857142855,45,52
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+142,52,196,127619,574,134031,0.15358214685901,0.4282591340809216,31,8,0,0.4504743977501639,0.3481109515626815,0.3080011593495489,0.6020710059171598,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.2505088766271549,0.4490986232568649,0.0017927180569906,0.004965856763359,0.10526315789473684,0.7142857142857143,38,52
+142,52,786,98078,563,116090,0.8014029649870511,0.4849685588767335,33,7,0,0.7148107243067878,0.519144882082897,0.2771238157314189,0.5828402366863905,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.4133378869603785,0.6319163366198384,0.0011325899828089,0.0039813993041085,0.11764705882352941,0.0,51,52
+142,52,942,98078,1392,116090,0.960460042007382,1.1990696873115687,3,0,0,1.150681886245385,0.6431529449753023,0.6774248658572506,0.8742603550295858,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.4345981418198144,0.9244720060956982,,,0.0,1.0,49,52
+142,52,2220,189365,807,189365,1.1723391334195865,0.4261611174187416,37,10,0,0.9349408190436004,0.8541278512731321,0.3646868065997042,0.6538461538461539,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.5434910423530115,1.2347965857472312,,,0.20408163265306123,1.0,49,52
+142,52,3580,189365,921,189365,1.8905288728117655,0.4863623161619095,27,6,0,1.4583945211646154,1.407764755397663,0.3684991065027397,0.6304347826086957,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,1.025272717364641,1.8383299824965065,0.057283996341075,0.010279388642853,0.11538461538461539,,52,52
+142,52,477,31244,415,35128,1.526693125080015,1.1813937599635618,89,26,0,1.932911821550994,1.101865205019509,0.5245564334873248,,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.5800131794422377,1.823617847423756,0.2236386756284276,0.1901166412336134,0.2857142857142857,0.3548387096774194,21,52
+142,52,338,31244,78,35128,1.0818077070797594,0.2220450922341152,107,33,0,1.3147660600378783,0.8633126701339783,0.3628007302922304,0.6834319526627219,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.6141103111158496,1.1175006563784682,0.0005902648697976,0.0006878142448962,0.5526315789473685,0.14285714285714285,38,52
+142,52,8080,31244,6867,35128,25.860965305338624,19.548508312457297,21,8,0,15.09962946122616,10.06322490258522,0.8780276902937008,0.9363905325443788,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,6.682600189050459,13.914034921442386,0.5495650307942431,0.3673909407356232,0.10638297872340426,0.4,47,52
+142,52,10620,98078,4825,116090,10.828116397153286,4.156258075630976,71,22,0,8.137022419213594,5.163470554043625,0.8715164035984475,0.9467455621301776,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,3.0146191975286003,7.550503293032754,0.3217561891748556,0.1785296754550576,0.2857142857142857,0.0,42,52
+142,52,466,22800,162,15881,2.043859649122807,1.0200868962911656,67,16,0,2.601158087098385,2.0325393196736816,0.0066890238409137,0.507396449704142,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,1.3629639311121955,2.8395074628945505,0.0932869126050998,0.0470225820938011,0.2558139534883721,0.4444444444444444,43,52
+142,52,178,189365,83,189365,0.0939983629498587,0.0438306973305521,102,29,0,0.1003014577413943,0.0801432391699499,0.3888499852723442,0.6431159420289855,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0585732887369166,0.1062827917419393,0.0009849070310222,0.0004332776016031,0.47368421052631576,0.21428571428571427,38,52
+142,52,399,40185,1028,18150,0.9929078014184396,5.663911845730028,6,0,0,6.840642327380489,5.870880641926011,0.4356456780917283,0.6775147928994083,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,4.622626369301493,7.273227301065626,0.0953237740419078,0.1072183295591999,0.0,1.0,50,52
+142,52,529,189365,16,189365,0.2793546853959285,0.0084492910516726,127,40,0,0.2771155476438847,0.2495391723941214,-0.0024077141603501,0.48,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.1794530706379536,0.3343783140764385,0.0028145237578917,8.092696689892118e-05,0.7551020408163265,0.0,49,52
+142,52,901,31244,803,35128,2.8837536807066955,2.2859257572306992,20,4,0,2.5728921583094078,1.787440187547682,0.1540128153325975,0.6272189349112426,imperial_eskd,draw2,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,1.4239245631628836,2.194136832580161,0.0244298666412322,0.0197809440762291,0.02564102564102564,0.7692307692307693,39,52
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+142,52,2220,189365,1141,189365,1.1723391334195865,0.6025400681224091,80,20,0,1.2385331201282983,1.01959803899634,0.265133567761802,0.610207100591716,imperial_eskd,draw2,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.6602007605365527,1.4478096577974693,,,0.3877551020408163,0.6666666666666666,49,52
+142,52,3580,189365,1310,189365,1.8905288728117655,0.6917857048557019,61,14,0,1.7604935650299267,1.4837365195754155,0.197788442499017,0.5521739130434783,imperial_eskd,draw2,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,1.0964959043148947,1.9642935069718908,0.057283996341075,0.0187996533987003,0.2692307692307692,,52,52
+142,52,477,31244,21,36616,1.526693125080015,0.0573519772776928,137,49,1,2.0650854147005497,1.2689754041209331,0.4370994434503452,,imperial_eskd,draw2,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.5362020194153928,2.259637574028165,0.2236386756284276,0.0151562291386184,0.8571428571428571,0.0,21,52
+142,52,338,31244,25,36616,1.0818077070797594,0.0682761634258247,135,47,1,1.3795746886841858,0.9402264730098638,0.2152289588150798,0.5576923076923077,imperial_eskd,draw2,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.7062850115036828,1.182029697568795,0.0005902648697976,0.0,0.8947368421052632,0.07142857142857142,38,52
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+142,52,466,22800,9,9317,2.043859649122807,0.0965976172587742,137,48,1,2.593356731822657,2.3092859234023986,0.1373550886997754,0.5377218934911243,imperial_eskd,draw2,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,1.632701170821198,3.127909582306076,0.0932869126050998,0.0031590643948564,0.9069767441860465,0.0,43,52
+142,52,178,189365,12,189365,0.0939983629498587,0.0063369682887545,136,47,0,0.0984669422290829,0.0883698683767792,-0.0496985914243671,0.4782608695652174,imperial_eskd,draw2,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0639907387808502,0.1134918040144009,0.0009849070310222,5.9886152231645166e-05,0.868421052631579,0.0,38,52
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+142,52,529,189365,1,189365,0.2793546853959285,0.0005280806907295,141,51,0,0.2805935643841604,0.2539087656810995,0.2386552247687799,0.52,imperial_eskd,draw2,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.184326111858971,0.3331096515076814,0.0028145237578917,8.588114050154586e-06,0.9795918367346939,0.0,49,52
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+142,52,2220,189365,2703,189365,1.1723391334195865,1.427402107041956,16,1,0,1.4299619964778203,0.939596487345439,0.1945951897335132,0.5399408284023669,imperial_eskd,draw2,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.6083752684877695,1.284775866322924,,,0.02040816326530612,1.0,49,52
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+142,52,477,31244,73,33443,1.526693125080015,0.2182818527046018,115,38,0,2.0079282665216294,1.1942963122783816,0.5977472174294072,,imperial_eskd,draw2,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.5215420977995542,2.1097244231988466,0.2236386756284276,0.0914495533805885,0.47619047619047616,0.0967741935483871,21,52
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+145,52,213,126570,457,74363,0.168286323773406,0.6145529362720707,18,4,0,0.6335242418431164,0.513703044672629,0.4731407947979631,0.7159763313609467,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.3658666007144349,0.692467901174973,0.0018966795298501,0.0075279907740475,0.02564102564102564,0.7692307692307693,39,52
+145,52,780,95439,311,56521,0.8172759563700374,0.5502379646503069,35,7,0,0.8389567259777116,0.5767036560686781,0.303274001236158,0.6819526627218935,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.4032847783473555,0.823059772551289,0.0011959184865434,0.0055767870420256,0.11764705882352941,0.0,51,52
+145,52,1010,95439,1349,56521,1.058267584530433,2.386723518692168,6,0,0,2.270407098097392,1.7142398094842064,0.671874666648958,0.8180473372781065,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,1.208538265764747,2.287405459151929,,,0.0,1.0,50,52
+145,52,2316,191926,456,191926,1.2067150881068744,0.2375915717516126,25,6,0,1.1544665554053486,1.0617864739454894,0.2421659579713474,0.5998520710059172,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.6885878457746901,1.4960518665232712,,,0.11764705882352941,1.0,51,52
+145,52,3715,191926,723,191926,1.9356418619676332,0.3767076894219647,5,1,0,1.6683373876739478,1.5995146240948168,0.2932981413848238,0.632396449704142,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,1.1250913489755483,2.172328651694156,0.0585827547432057,0.0084942760638382,0.019230769230769232,,52,52
+145,52,565,33548,432,98859,1.6841540479313224,0.4369860103784177,58,15,0,1.956652722487166,1.4681869047091236,0.5925902292908096,,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.6764505297795345,2.533346470053679,0.22832481363671,0.2731479004940251,0.12,0.5555555555555556,25,52
+145,52,435,33548,101,98859,1.2966495767258852,0.1021657107597689,89,24,0,1.5204711736914822,1.1992708671632433,0.2408273207764257,0.6545857988165681,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.8797981468972216,1.530769328965779,0.0018826395096304,0.0001953197928757,0.40476190476190477,0.3,42,52
+145,52,9418,33548,23412,98859,28.073208537021586,23.682214062452584,0,0,0,14.143793575554518,9.921788703268076,0.8796960414579347,0.9792899408284024,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,6.978081967106276,13.027833614363248,0.561664067280601,0.4527511600259215,0.0,1.0,49,52
+145,52,10866,95439,2019,56521,11.385282746047212,3.5721236354629253,37,13,0,9.784824025066982,6.451896116932262,0.7867603756753403,0.908284023668639,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,4.162136118064001,9.002805521763879,0.3330107084500613,0.1658190192357809,0.11627906976744186,0.1111111111111111,43,52
+145,52,548,23152,560,12840,2.3669661368348307,4.361370716510903,22,5,0,3.713060967895229,2.534291313168411,0.4728609559237009,0.7677514792899408,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,1.90425292028894,3.282933621264524,0.1025572378102151,0.1429456712784904,0.021739130434782608,0.3333333333333333,46,52
+145,52,235,191926,90,191926,0.1224430249158529,0.0468930733720288,90,20,0,0.1384626733221576,0.0963550119364181,-0.0206321975896152,0.4513888888888889,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0613481487560989,0.1450131014037629,0.0013043775777834,0.0004403319285427,0.4146341463414634,0.7272727272727273,41,52
+145,52,379,37228,127,15047,1.0180509294079725,0.8440220641988436,77,10,0,4.522910383071694,3.0138438795707567,0.2178536187136072,0.5650887573964497,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,1.864409713389512,4.509257834799383,0.1058569083834808,0.0302134706278502,0.1836734693877551,0.6666666666666666,49,52
+145,52,585,191926,461,191926,0.3048049769181872,0.2401967424945031,17,4,0,0.2491897004731413,0.1782649896517614,0.2216368707298527,0.6616666666666666,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.1397109719783427,0.2262575267855008,0.003063033537699,0.0023763492398318,0.06521739130434782,0.8333333333333334,46,52
+145,52,1025,33548,1303,98859,3.0553237152736377,1.3180388229700888,4,2,0,2.2489436085643986,1.4984602764044883,0.2157753275436172,0.6420118343195266,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,1.137574301755366,1.896890023667956,0.0251616160903002,0.0123502854345436,0.0,0.8888888888888888,34,52
+145,52,1317,33548,57,30890,3.925718373673543,0.1845257364842991,105,26,0,4.7416757672246765,4.710473310196276,0.174330398557388,0.5813609467455622,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,3.440577540964967,6.133442661868292,0.0483141546633277,0.001845568436258,0.5102040816326531,0.6666666666666666,49,52
+145,52,213,126570,814,144230,0.168286323773406,0.5643763433404978,12,3,0,0.5298320113330031,0.4562956977087281,0.4549658859977313,0.7011834319526628,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.3197739432394384,0.6117698883435123,0.0018966795298501,0.0063668132299235,0.02564102564102564,0.8461538461538461,39,52
+145,52,780,95439,800,125283,0.8172759563700374,0.6385543130352881,15,5,0,0.8062615488076611,0.518756851461605,0.296805630072034,0.7144970414201184,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.409847760906828,0.6378490985475938,0.0011959184865434,0.0053894176646802,0.09803921568627451,1.0,51,52
+145,52,1010,95439,1866,125283,1.058267584530433,1.4894279351548094,2,0,0,1.283185538374552,0.8559169690317988,0.616464963535015,0.7988165680473372,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.6091903832404274,1.174988075903422,,,0.0,1.0,50,52
+145,52,2316,191926,765,191926,1.2067150881068744,0.3985911236622448,29,9,0,1.003258831943859,0.9286840372993562,0.3869069532355073,0.6797337278106509,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.6140609433573331,1.279398478472166,,,0.17647058823529413,1.0,51,52
+145,52,3715,191926,870,191926,1.9356418619676332,0.4532997092629451,21,5,0,1.5874532778991066,1.5227433407102031,0.4182880940665955,0.7448224852071006,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,1.126743982200457,1.988778451734798,0.0585827547432057,0.0094702444389648,0.09615384615384616,,52,52
+145,52,565,33548,447,30890,1.6841540479313224,1.447070249271609,78,21,0,1.7851005762429066,1.1216176571536194,0.7080929099024231,,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.5002117365791582,2.006129000958472,0.22832481363671,0.1873984069515271,0.12,0.3333333333333333,25,52
+145,52,435,33548,70,30890,1.2966495767258852,0.2266105535772094,108,33,0,1.5050348252939547,1.1524582105018923,0.2674012005634616,0.6301775147928994,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.8442317193193682,1.4983998596984505,0.0018826395096304,0.0006402559363856,0.5952380952380952,0.2,42,52
+145,52,9418,33548,6465,30890,28.073208537021586,20.92910326966656,26,7,0,16.18434269688252,10.684401005379971,0.8037276291412003,0.977810650887574,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,7.151857054873554,14.7310246432951,0.561664067280601,0.3808960672024792,0.14285714285714285,1.0,49,52
+145,52,10866,95439,5952,125283,11.385282746047212,4.750844088982544,60,16,0,8.26064639008941,5.236355887778198,0.8496241845532339,0.9289940828402368,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,3.194299891026579,7.627761961172553,0.3330107084500613,0.1943122390647288,0.20930232558139536,0.2222222222222222,43,52
+145,52,548,23152,95,12584,2.3669661368348307,0.7549268912905277,88,18,0,3.2704196068829687,2.887365385790205,-0.1190344652818141,0.4260355029585799,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,2.1470361588041595,3.762682374963184,0.1025572378102151,0.0390238599807518,0.32608695652173914,0.5,46,52
+145,52,235,191926,94,191926,0.1224430249158529,0.0489772099663411,99,24,0,0.1470178963772143,0.1084595179850058,0.0470372517476332,0.4861111111111111,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0705591318005082,0.1607892683278105,0.0013043775777834,0.000489879521108,0.3902439024390244,0.2727272727272727,41,52
+145,52,379,37228,1149,26919,1.0180509294079725,4.26836063746796,7,0,0,6.45955255940634,4.663420194285283,0.3790210693621314,0.6627218934911243,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,3.5209105526207125,5.886306915473353,0.1058569083834808,0.0874081104016981,0.0,1.0,49,52
+145,52,585,191926,16,191926,0.3048049769181872,0.0083365463772495,131,40,0,0.3008098223278164,0.2377799153261901,0.1847028262780856,0.5475,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.1808002606138007,0.2970909527529683,0.003063033537699,8.252152131740926e-05,0.782608695652174,0.3333333333333333,46,52
+145,52,1025,33548,624,30890,3.0553237152736377,2.020071220459696,24,7,0,2.4120648802440106,1.724084026836533,0.2499896090804547,0.636094674556213,imperial_eskd,draw3,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,1.3545659746432763,2.1005484733122883,0.0251616160903002,0.0188329493949432,0.058823529411764705,0.7222222222222222,34,52
+145,52,1317,33548,1320,30908,3.925718373673543,4.270738967257668,73,20,2,4.97995925966849,3.5518369281955136,0.3266537991687254,0.6900887573964497,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,2.7687309932560087,4.348770736776806,0.0483141546633277,0.0424077469977682,0.3877551020408163,0.6666666666666666,49,52
+145,52,213,126570,11,145256,0.168286323773406,0.007572836922399,136,45,0,0.1862493982078009,0.1450341428771082,0.1457558210805717,0.5636094674556213,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.1065221596093904,0.1899053911315376,0.0018966795298501,8.242943870225656e-05,0.8205128205128205,0.0,39,52
+145,52,780,95439,7,113654,0.8172759563700374,0.0061590441163531,141,48,0,0.8771749147766201,0.768508944837122,-0.3716457060650444,0.4230769230769231,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.6481256255189486,0.8911976741130839,0.0011959184865434,0.0001478547480624,0.9411764705882353,1.0,51,52
+145,52,1010,95439,321,113654,1.058267584530433,0.2824361659070512,61,14,0,1.2190070170345573,0.7664840893378533,0.4005365591964521,0.6900887573964497,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.5754862976199518,0.9925068898017788,,,0.24,0.0,50,52
+145,52,2316,191926,1057,191926,1.2067150881068744,0.5507330950470494,67,19,0,1.2242553410493169,1.0296477593856348,0.3079585704914184,0.6597633136094675,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.7028981486816741,1.434558324526811,,,0.37254901960784315,1.0,51,52
+145,52,3715,191926,1754,191926,1.9356418619676332,0.9138938966059836,48,14,0,1.8098830372111,1.4761846252129476,0.433385462630908,0.6886094674556213,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,1.057434269206772,1.9271517452533609,0.0585827547432057,0.0142614882186667,0.2692307692307692,,52,52
+145,52,565,33548,2,30908,1.6841540479313224,0.006470816617057,144,51,2,2.052821296451772,1.5871921268279945,0.2162880455759785,,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.7088852466173179,2.737490790294836,0.22832481363671,0.0141494241854004,0.96,0.0,25,52
+145,52,435,33548,2,30908,1.2966495767258852,0.006470816617057,143,50,2,1.5949981897344887,1.252376316100651,0.1891200793557497,0.5384615384615384,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.9498292772291188,1.6080978167293465,0.0018826395096304,0.0,0.9523809523809523,0.0,42,52
+145,52,9418,33548,3318,30908,28.073208537021586,10.735084767697684,103,31,2,18.280223108767267,13.773980199880604,0.7781932614490249,0.8801775147928994,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,8.697084920830626,19.198869613847656,0.561664067280601,0.2777727899100342,0.5714285714285714,0.0,49,52
+145,52,10866,95439,2322,113654,11.385282746047212,2.0430429197388564,108,32,0,9.405167586544795,7.604953986484602,0.7159603973200619,0.8313609467455622,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,4.848625405099847,10.377366492466011,0.3330107084500613,0.1542305694496936,0.5348837209302325,0.0,43,52
+145,52,548,23152,1,9072,2.3669661368348307,0.0110229276895943,144,51,2,3.416271603809581,3.0604217575080512,-0.1441838583489116,0.48,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,2.215936899141364,4.031016251078798,0.1025572378102151,0.0009233748224287,0.9782608695652174,0.0,46,52
+145,52,235,191926,1,191926,0.1224430249158529,0.000521034148578,144,51,0,0.1299779876634019,0.1055046402005117,-0.0140864238245159,0.5,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0682341794955261,0.1564880147356169,0.0013043775777834,4.597701149425288e-06,0.975609756097561,0.0,41,52
+145,52,379,37228,1359,68907,1.0180509294079725,1.972223431581697,12,3,0,8.605578936007172,3.924525082126448,0.1622406284689608,0.522189349112426,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,2.305551823248378,5.835699349599423,0.1058569083834808,0.16934457675322,0.061224489795918366,1.0,49,52
+145,52,585,191926,4,191926,0.3048049769181872,0.0020841365943123,144,51,0,0.3063033537699022,0.2401383738025698,0.2291584336205874,0.5208333333333334,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.1837760481282593,0.2988754248029867,0.003063033537699,3.773762913344969e-05,0.9782608695652174,0.0,46,52
+145,52,1025,33548,38,30908,3.0553237152736377,0.1229455157240843,137,45,2,2.4773688242328347,1.5851199941695937,0.4595791760429378,0.6346153846153846,imperial_eskd,draw3,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,1.0589498313211498,2.126317435834572,0.0251616160903002,0.0009110377756547,0.7941176470588235,0.0,34,52
+145,52,1317,33548,512,39552,3.925718373673543,1.2944983818770226,30,7,0,4.145046057529098,3.847604159324713,0.2076896363079925,0.599112426035503,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,2.545124640879655,5.370637680796565,0.0483141546633277,0.0153137934941067,0.12244897959183673,0.6666666666666666,49,52
+145,52,213,126570,66,133852,0.168286323773406,0.049308191136479,98,29,0,0.1990736842839904,0.1204150157458152,0.4312613882593012,0.6405325443786982,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.0870009678849092,0.1584732941845026,0.0018966795298501,0.0006626058442816,0.4358974358974359,0.07692307692307693,39,52
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+145,52,565,33548,126,39552,1.6841540479313224,0.3185679611650485,115,34,0,1.890966193802256,1.460371233132063,0.6121492641152232,,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.653736759020449,2.561050455302625,0.22832481363671,0.1422264054578146,0.4,0.1111111111111111,25,52
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+145,52,10866,95439,2891,100685,11.385282746047212,2.8713313800466804,54,13,0,10.358736181037427,6.944334988580113,0.8196283255801982,0.9511834319526628,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,ISG-high T,markers,4.243670686039472,9.921900981206058,0.3330107084500613,0.1895955605756937,0.16279069767441862,0.3333333333333333,43,52
+145,52,548,23152,81,13252,2.3669661368348307,0.6112284938122547,97,25,0,3.1518795401184785,2.6708371103370427,0.0732189191370509,0.4985207100591716,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,1.8394035209895176,3.708761163229197,0.1025572378102151,0.0219824655202363,0.41304347826086957,0.0,46,52
+145,52,235,191926,130,191926,0.1224430249158529,0.0677344393151527,79,20,0,0.1327611951474579,0.0940980128326357,0.2511690224327023,0.6279761904761905,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0614034803201218,0.1390962478240563,0.0013043775777834,0.0007094046184266,0.2682926829268293,0.18181818181818182,41,52
+145,52,379,37228,895,38686,1.0180509294079725,2.313498423202192,18,2,0,6.040616450682724,4.331132312984425,0.3735137796631321,0.6553254437869822,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,3.0441009158114984,5.7200920646693945,0.1058569083834808,0.0701776415049407,0.04081632653061224,1.0,49,52
+145,52,585,191926,6,191926,0.3048049769181872,0.0031262048914685,139,47,0,0.3043021722146024,0.2414997923571039,0.2513089005296672,0.56,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.1817421638757234,0.2997194489234546,0.003063033537699,2.9207217851849543e-05,0.9130434782608695,0.16666666666666666,46,52
+145,52,1025,33548,112,39552,3.0553237152736377,0.2831715210355987,91,20,0,2.404102694633176,1.5440571740452396,0.2447502516702235,0.599112426035503,imperial_eskd,draw3,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,1.0871553129002307,2.059529141312342,0.0251616160903002,0.0035943823243825,0.29411764705882354,0.4444444444444444,34,52
+143,52,1447,33920,83,99231,4.265919811320755,0.0836432163336054,82,22,0,5.488425904300623,5.515648979319862,0.2129192861800642,0.6190828402366864,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,3.9220912611711793,7.58670726838264,0.0555973299205272,0.0009059270862669,0.4230769230769231,,52,52
+143,52,219,124624,428,71611,0.1757285916035434,0.5976735417743084,15,4,0,0.6108559441867527,0.4122939342071651,0.4631235813886529,0.7514792899408284,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.311662665865501,0.5310671771670988,0.0018499678110221,0.0074723865159222,0.023255813953488372,0.6666666666666666,43,52
+143,52,713,94628,286,54724,0.7534767722027307,0.5226226153058987,38,10,0,0.7483638652862423,0.4856917135758773,0.3294798206666803,0.6745562130177515,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.3887327520366008,0.5947404196948745,0.0011452050686312,0.0056738094152339,0.16,0.0,50,52
+143,52,907,94628,1305,54724,0.9584900875005284,2.384694101308384,3,0,0,2.4078585566350137,1.5450498692132248,0.6377219968600711,0.7973372781065089,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,1.155689448066117,1.9953040760458691,,,0.0,1.0,49,52
+143,52,2341,190094,497,190094,1.2314959967174135,0.2614495986196303,18,6,0,1.178553849225979,1.073556371969136,0.2989041310961163,0.6974852071005917,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.6907239881061857,1.5687954594886413,,,0.12,1.0,50,52
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+143,52,467,33920,446,99231,1.3767688679245282,0.4494563190938315,55,14,0,1.8530685288755828,1.3037979076722002,0.4903794444192444,0.7522189349112426,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.674210542354104,2.1098466047871214,0.229583298091666,0.2727533821224984,0.13793103448275862,0.5652173913043478,29,52
+143,52,409,33920,102,99231,1.2057783018867925,0.1027904586268404,81,20,0,1.4445822369511134,1.0248514397001365,0.3040245710312553,0.6390532544378699,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.7101222210789963,1.394448716902817,0.0011763203030756,0.0002149173655619,0.28205128205128205,0.3076923076923077,39,52
+143,52,9388,33920,23917,99231,27.67688679245283,24.102347048805317,0,0,0,13.893952337063984,10.040216240570004,0.881804220569191,0.9733727810650888,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,7.140744462062506,13.22454924513176,0.5616178822084767,0.454245565591458,0.0,1.0,45,52
+143,52,10524,94628,1897,54724,11.121443970072283,3.466486367955558,40,14,0,9.353096847182291,5.944901064885469,0.7467391904720784,0.9171597633136096,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,3.668975179620142,8.461087047771203,0.3323592179529188,0.1682301276157139,0.2127659574468085,0.2,47,52
+143,52,478,23072,566,13237,2.071775312066574,4.275893329304223,17,1,0,3.3371530839647376,2.7898372608090094,0.1802428188354974,0.5613905325443787,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,2.246799553871216,3.356869461868478,0.0947262368702611,0.1342652059682194,0.0,0.8888888888888888,43,52
+143,52,241,190094,89,190094,0.1267793828316517,0.0468189422075394,88,19,0,0.1409756608079692,0.1053670315738563,0.0304035943472121,0.4758771929824561,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0669422976961715,0.1568550128981334,0.0013713362870298,0.0004738865767502,0.32558139534883723,0.4444444444444444,43,52
+143,52,397,40086,134,15773,0.9903707029885744,0.8495530336651239,68,9,0,4.964262284305389,2.2544730005240883,0.3183540026831591,0.6701183431952663,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,1.3713473979382549,3.4178133983998604,0.1010128265356316,0.0318438418831204,0.1836734693877551,1.0,49,52
+143,52,567,190094,460,190094,0.2982734857491557,0.241985543994024,15,4,0,0.2393521829796628,0.1717916919100577,0.3816645030396161,0.7,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.1341257168662499,0.2164486476243542,0.0030481321980409,0.0024933611106097,0.06521739130434782,0.8333333333333334,46,52
+143,52,964,33920,1304,99231,2.8419811320754715,1.314105471072548,4,1,0,2.028501239042822,1.245590035992374,0.3860992793817465,0.6671597633136095,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,0.9270924191553306,1.58785634549325,0.0229950164525052,0.0123607097578474,0.0,0.9333333333333333,37,52
+143,52,1447,33920,92,39025,4.265919811320755,0.2357463164638052,92,21,0,5.403277225478663,5.4060389825148345,0.0952216453090579,0.5850591715976331,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,3.755968817370145,7.210856534287576,0.0555973299205272,0.0018098250067161,0.40384615384615385,,52,52
+143,52,219,124624,791,130039,0.1757285916035434,0.6082790547451149,20,3,0,0.6160575292945444,0.4328425365092677,0.525425347800277,0.7455621301775148,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.3172510559733566,0.5680544215692956,0.0018499678110221,0.0070594970136342,0.023255813953488372,0.7777777777777778,43,52
+143,52,713,94628,792,115539,0.7534767722027307,0.6854828239815127,22,4,0,0.8171671487275108,0.5565779600300214,0.2002946173903239,0.6560650887573964,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.4538545566784785,0.6735009605113974,0.0011452050686312,0.005630705480216,0.08,1.0,50,52
+143,52,907,94628,1859,115539,0.9584900875005284,1.6089805174010507,3,1,0,1.480892059066404,0.9139545250424266,0.6327698110496703,0.8047337278106509,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.6589713458074756,1.2322940330595509,,,0.02040816326530612,1.0,49,52
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+143,52,467,33920,384,39025,1.3767688679245282,0.9839846252402308,87,22,0,1.6619072718593348,1.146571602339598,0.5348816123700006,0.731508875739645,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.6372023666050939,1.763796459557725,0.229583298091666,0.1882624376400672,0.27586206896551724,0.391304347826087,29,52
+143,52,409,33920,101,39025,1.2057783018867925,0.2588084561178732,104,30,0,1.4319218913941956,0.950712718942532,0.4325028968262248,0.6952662721893491,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.6383639594925238,1.334653473208424,0.0011763203030756,0.0009438793028545,0.46153846153846156,0.07692307692307693,39,52
+143,52,9388,33920,9058,39025,27.67688679245283,23.210762331838566,13,6,0,14.32327734226688,9.203092844453918,0.8091786705942203,0.9748520710059172,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,6.216760141244836,12.92097256925761,0.5616178822084767,0.4064256409693376,0.08888888888888889,0.7142857142857143,45,52
+143,52,10524,94628,6043,115539,11.121443970072283,5.230268567323588,55,15,0,7.2892779307429745,4.184747333451788,0.8556945091717754,0.9600591715976332,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,2.473769647826385,6.273991610648454,0.3323592179529188,0.2052866039816987,0.2127659574468085,0.0,47,52
+143,52,478,23072,171,16444,2.071775312066574,1.0398929700802724,62,14,0,2.489576219575878,2.0118100220216983,-0.019796517090053,0.4903846153846153,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,1.4918698621269422,2.6041050497567277,0.0947262368702611,0.0432342281564461,0.20930232558139536,0.4444444444444444,43,52
+143,52,241,190094,117,190094,0.1267793828316517,0.0615484970593495,86,18,0,0.1470054985951374,0.1050226208304178,0.2115625917620457,0.5888157894736842,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0642181765933654,0.1579781788130175,0.0013713362870298,0.0005985234834759,0.2558139534883721,0.2222222222222222,43,52
+143,52,397,40086,1059,24581,0.9903707029885744,4.308205524592164,5,0,0,6.372207691124705,4.128754835868279,0.4464651655618305,0.7248520710059172,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,3.199101625941023,5.244097085219538,0.1010128265356316,0.0842574931688788,0.0,1.0,49,52
+143,52,567,190094,27,190094,0.2982734857491557,0.0142034993213883,120,32,0,0.3004416047675302,0.2388548706035246,0.1047906858389418,0.5947826086956521,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.1835747018893601,0.3024431582326687,0.0030481321980409,0.0001667234642188,0.6521739130434783,0.6666666666666666,46,52
+143,52,964,33920,766,39025,2.8419811320754715,1.962844330557335,11,3,0,2.278616023669773,1.6719837355829823,0.1154594185049421,0.4837278106508875,imperial_eskd,draw4,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,1.3433787006191154,2.0305507380632366,0.0229950164525052,0.0184056157188714,0.05405405405405406,0.9333333333333333,37,52
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+143,52,219,124624,2,141695,0.1757285916035434,0.0014114824094004,142,51,0,0.1836188486898003,0.1616057617204545,0.0046770037150378,0.5192307692307693,imperial_eskd,draw4,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.1236159833031972,0.2019759712209224,0.0018499678110221,3.444831031037927e-05,0.9767441860465116,0.0,43,52
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+143,52,467,33920,18,24367,1.3767688679245282,0.0738703984897607,140,49,1,1.8180129260254567,1.3745187044626592,0.3439061367950266,0.5576923076923077,imperial_eskd,draw4,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.7229562879241014,2.234303814201461,0.229583298091666,0.0158195416011686,0.896551724137931,0.0,29,52
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+143,52,9388,33920,3852,24367,27.67688679245283,15.8082652768088,87,28,1,16.485227171456586,12.326589422718106,0.81266842782645,0.9023668639053254,imperial_eskd,draw4,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,8.09314490833957,17.56259736140241,0.5616178822084767,0.3313652115904307,0.4666666666666667,0.0,45,52
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+143,52,478,23072,49,17162,2.071775312066574,0.2855145087985083,128,41,2,2.865258907110423,2.224672586616967,-0.0260108126320033,0.4822485207100592,imperial_eskd,draw4,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,1.6583522703736386,2.8599779125340183,0.0947262368702611,0.0085318189391848,0.7674418604651163,0.1111111111111111,43,52
+143,52,241,190094,6,190094,0.1267793828316517,0.0031563331825307,138,47,0,0.1365728844669024,0.1159768769992279,-0.0027705404311164,0.4605263157894737,imperial_eskd,draw4,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0746057515226635,0.1703121752876571,0.0013713362870298,3.686683520719126e-05,0.8837209302325582,0.0,43,52
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+143,52,567,190094,1,190094,0.2982734857491557,0.0005260555304217,142,51,0,0.3052794202702923,0.246100920167025,-0.2153964788797877,0.48,imperial_eskd,draw4,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.1880521603082712,0.3110008807444637,0.0030481321980409,4.662004662004662e-06,1.0,0.16666666666666666,46,52
+143,52,964,33920,161,24367,2.8419811320754715,0.6607296753806378,105,30,1,2.369387590887704,1.401896742098661,0.2769916914197379,0.5835798816568047,imperial_eskd,draw4,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,0.9513481179205696,1.923557752748796,0.0229950164525052,0.005704866862965,0.5405405405405406,0.3333333333333333,37,52
+143,52,1447,33920,51,31878,4.265919811320755,0.1599849425936382,100,27,0,5.40997478590143,5.445591744609507,0.1738940124552539,0.5828402366863905,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,3.8440259661879024,7.386473627101546,0.0555973299205272,0.0018343265823457,0.5192307692307693,,52,52
+143,52,219,124624,68,121925,0.1757285916035434,0.0557719909780602,91,24,0,0.1654980442882282,0.1229171764934548,0.440393549840094,0.7011834319526628,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.0899977916934631,0.1586425953467699,0.0018499678110221,0.0006827926096221,0.37209302325581395,0.1111111111111111,43,52
+143,52,713,94628,110,96958,0.7534767722027307,0.1134511850491965,66,16,0,0.7488033446446668,0.626101786091356,0.3283584826442748,0.7115384615384616,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.5196451385632322,0.7397232777445019,0.0011452050686312,0.0005293959539177,0.3,0.5,50,52
+143,52,907,94628,1779,96958,0.9584900875005284,1.8348150745683696,4,1,0,1.651790719400552,1.0193295933466155,0.6552254122244191,0.841715976331361,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.7319667490292623,1.333820539399606,,,0.02040816326530612,1.0,49,52
+143,52,2341,190094,1671,190094,1.2314959967174135,0.8790387913348133,8,2,0,1.0852367642844711,0.7982162053895577,0.5012610628331401,0.7766272189349113,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.5266555302614233,1.1225280204370656,,,0.02,0.5,50,52
+143,52,3697,190094,1956,190094,1.9448272959693624,1.0289646175050238,4,0,0,1.3640938411247516,1.153558336147862,0.4855916580276534,0.7024,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,0.8078061190217088,1.5482321918674615,0.0584293631675627,0.0183365801213157,0.0,,52,52
+143,52,467,33920,167,31878,1.3767688679245282,0.5238722630026977,101,32,0,1.7182823669055731,1.1766888179607555,0.6001713285593963,0.7633136094674556,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.5560605877105671,1.920092686465432,0.229583298091666,0.1169601329151094,0.41379310344827586,0.13043478260869565,29,52
+143,52,409,33920,40,31878,1.2057783018867925,0.1254783863479515,108,30,0,1.4489695287742508,1.0002643092104513,0.4735660245762416,0.7152366863905325,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.7220754850899485,1.3582825227745383,0.0011763203030756,2.854288568574283e-05,0.5128205128205128,0.23076923076923078,39,52
+143,52,9388,33920,6163,31878,27.67688679245283,19.33308237656064,8,4,0,15.553549407612236,10.583737782627091,0.8150305311584831,0.9600591715976332,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,7.341880868224821,14.533273291189444,0.5616178822084767,0.4459073841295102,0.044444444444444446,0.7142857142857143,45,52
+143,52,10524,94628,3113,96958,11.121443970072283,3.2106685368922627,45,13,0,8.984835110530163,5.822513583904047,0.8411179955145137,0.96301775147929,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,ISG-high T,markers,3.662761867425006,8.353555029426266,0.3323592179529188,0.1978375710223986,0.19148936170212766,0.2,47,52
+143,52,478,23072,422,27584,2.071775312066574,1.5298723897911832,28,7,0,2.4016813854673744,1.807590410259445,0.012084343881678,0.4970414201183432,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,1.33494104953911,2.387191301574185,0.0947262368702611,0.0449510794160262,0.09302325581395349,0.6666666666666666,43,52
+143,52,241,190094,183,190094,0.1267793828316517,0.0962681620671878,86,22,0,0.1626513511273389,0.1296396365404596,0.0250296374733121,0.5296052631578947,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0887133854544502,0.1801220642017482,0.0013713362870298,0.0009475862445279,0.3953488372093023,0.4444444444444444,43,52
+143,52,397,40086,1241,17590,0.9903707029885744,7.055144968732234,18,5,0,7.952101608736612,5.398909294395557,0.3093021449869477,0.6272189349112426,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,4.044615016395961,7.027645207107193,0.1010128265356316,0.1320289266046213,0.10204081632653061,1.0,49,52
+143,52,567,190094,9,190094,0.2982734857491557,0.0047344997737961,134,43,0,0.3053324823476062,0.2429927838395466,0.0091007250629448,0.4747826086956522,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.1861746107506195,0.3096719204190975,0.0030481321980409,6.449923987716007e-05,0.8260869565217391,0.16666666666666666,46,52
+143,52,964,33920,596,31878,2.8419811320754715,1.8696279565844784,17,3,0,2.3500734609541736,1.6849480956522134,0.0900514326962198,0.492603550295858,imperial_eskd,draw4,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,1.334995840475934,1.995372114603548,0.0229950164525052,0.0183108868429101,0.05405405405405406,0.9333333333333333,37,52
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+11,4,76,10757,22,8632,0.7065166868085897,0.2548656163113994,3,0,0,0.5393884901592819,0.4907706980143688,0.7999999999999999,0.75,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.2518174077785929,0.7195761671495564,0.0074942450937339,0.0027523314056856,0.0,,4,4
+11,4,91,8955,12,7427,1.0161920714684534,0.1615726403662313,4,0,0,0.9154219702372596,1.0004162437295014,0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.5094349309820531,1.5353772131244698,0.006268912733815,0.0016350311331941,0.0,,4,4
+11,4,100,8955,64,7427,1.1166945840312674,0.8617207486199003,1,0,0,0.5338679377450917,0.5707743418510188,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,0.3425979976433273,0.8379160054244205,,,0.0,,4,4
+11,4,49,16500,29,16500,0.296969696969697,0.1757575757575757,2,0,0,0.2303030303030303,0.2166666666666666,-0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.0777777777777777,0.4388888888888889,,,0.0,,4,4
+11,4,157,16500,59,16500,0.9515151515151516,0.3575757575757576,0,0,0,0.6545454545454545,0.55,-0.3999999999999999,0.25,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,0.0444444444444444,1.3333333333333333,0.0442424242424242,0.0095757575757575,0.0,,4,4
+11,4,8,3398,6,5273,0.2354326074161271,0.1137872179025222,9,2,0,0.1507570403881935,0.217454559522539,0.2108185106778919,0.375,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.0389408099688473,0.4092970910809487,0.1925052193781804,0.1363395269310251,0.3333333333333333,0.0,3,4
+11,4,55,3398,3,5273,1.618599175985874,0.0568936089512611,9,2,0,1.3646128294536617,1.317890217178966,-0.2108185106778919,0.625,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.3903505224379949,2.115941352940286,0.00028255955486,0.0,0.5,,4,4
+11,4,1123,3398,1694,5273,33.04885226603885,32.12592452114546,0,0,0,8.0535699639715,1.425541680146151,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,0.5572719862451994,2.747677592520761,0.3792404491662983,0.410730768606565,0.0,,4,4
+11,4,530,8955,139,7427,5.9184812953657175,1.871549750908846,2,0,0,6.204204839030874,6.303556325121408,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.394376268810181,12.4326106668878,0.2238427375449166,0.1402670987418922,0.0,,4,4
+11,4,22,1264,33,2108,1.740506329113924,1.5654648956356736,3,0,0,1.2634339774936656,1.4088859112449292,0.0,0.25,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.3885111474945201,3.035750357387035,0.1084524170460148,0.1043478608146702,0.0,,4,4
+11,4,10,16500,7,16500,0.0606060606060606,0.0424242424242424,6,0,0,0.0545454545454545,0.0277777777777777,0.1054092553389459,0.625,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0,0.0666666666666666,0.0006060606060606,0.0004242424242424,0.0,1.0,3,4
+11,4,18,3200,20,4839,0.5625,0.4133085348212441,3,0,0,0.5025286095380076,0.4293745041382386,0.1999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.3602152907242655,0.5334541285856134,0.0596857830993475,0.0174330323951144,0.0,,4,4
+11,4,70,16500,14,16500,0.4242424242424242,0.0848484848484848,3,0,0,0.3393939393939393,0.3666666666666666,-0.5000000000000001,,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.1888888888888888,0.5777777777777777,0.0042424242424242,0.0008484848484848,0.0,,4,4
+11,4,302,3398,39,5273,8.8875809299588,0.7396169163663948,0,0,0,8.149144765025934,7.847930618376956,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,6.702305049349637,9.816712497631352,0.0881601161654901,0.0066686685152307,0.0,,4,4
+11,4,30,3398,2,4137,0.8828722778104767,0.048344210780759,9,2,0,1.0492994493698404,1.01080395574218,-0.7378647873726218,0.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,0.4179798471235915,1.9065491921094848,0.0106851222466841,0.0001921277529857,0.5,,4,4
+11,4,76,10757,22,10562,0.7065166868085897,0.2082938837341412,3,0,0,0.5045800072427444,0.5451360256526467,0.7999999999999999,0.75,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.2474717634032028,0.7972646041943002,0.0074942450937339,0.0028755569859917,0.0,,4,4
+11,4,91,8955,9,8350,1.0161920714684534,0.1077844311377245,5,0,0,0.9694832073186088,1.0804841949317303,0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.5634635755604043,1.6954777665516882,0.006268912733815,0.0014250288168019,0.0,,4,4
+11,4,100,8955,131,8350,1.1166945840312674,1.5688622754491015,0,0,0,1.0179199732076312,0.8976850407259261,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.3239387442272797,1.7149432958878532,,,0.0,,4,4
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+11,4,157,16500,51,16500,0.9515151515151516,0.3090909090909091,2,0,0,0.7393939393939394,0.6333333333333333,0.7378647873726218,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,0.1777777777777778,1.3111111111111111,0.0442424242424242,0.0083636363636363,0.0,,4,4
+11,4,8,3398,28,4137,0.2354326074161271,0.676818950930626,3,0,0,0.3672950833316276,0.4467644646313845,0.0,0.25,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.0719459211894098,1.0266502002593718,0.1925052193781804,0.261079406542637,0.0,1.0,3,4
+11,4,55,3398,4,4137,1.618599175985874,0.096688421561518,8,1,0,1.3380322289986004,1.279757847097494,-0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.4908590715553386,2.068656622639649,0.00028255955486,0.0,0.25,,4,4
+11,4,1123,3398,1974,4137,33.04885226603885,47.71573604060914,0,0,0,9.125065130253578,12.341604265861676,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,3.786353206478383,22.827857171723856,0.3792404491662983,0.5120062369483859,0.0,,4,4
+11,4,530,8955,404,8350,5.9184812953657175,4.838323353293413,3,0,0,1.0803880411713311,1.70059099433864,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.4106509069434592,3.522646651094252,0.2238427375449166,0.2314657099814225,0.0,,4,4
+11,4,22,1264,11,1402,1.740506329113924,0.7845934379457917,3,0,0,1.7171849223413111,1.530804806966374,0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.3789490347667923,2.7920296869476675,0.1084524170460148,0.0397671434742152,0.0,,4,4
+11,4,10,16500,4,16500,0.0606060606060606,0.0242424242424242,8,1,0,0.0606060606060606,0.0555555555555555,-1.0,0.0,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0166666666666666,0.0944444444444444,0.0006060606060606,0.0002424242424242,0.3333333333333333,1.0,3,4
+11,4,18,3200,45,2160,0.5625,2.083333333333333,2,0,0,2.219597250650552,1.9393049002765743,0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.9502592076046212,3.002624985896122,0.0596857830993475,0.0502405184559156,0.0,,4,4
+11,4,70,16500,7,16500,0.4242424242424242,0.0424242424242424,6,0,0,0.3818181818181818,0.4055555555555555,0.5000000000000001,,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.2888888888888888,0.5833333333333333,0.0042424242424242,0.0004242424242424,0.0,,4,4
+11,4,302,3398,36,4137,8.8875809299588,0.8701957940536621,2,0,0,7.984463377539691,7.748585863834473,0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,6.695457222843125,9.28005302273532,0.0881601161654901,0.0083154823900932,0.0,,4,4
+11,4,30,3398,9,4192,0.8828722778104767,0.2146946564885496,7,1,0,0.9622641497399882,0.8582975107456868,-0.7999999999999999,0.25,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,0.1703520879517301,1.868702094810024,0.0106851222466841,0.0016087245282267,0.25,,4,4
+11,4,76,10757,8,11099,0.7065166868085897,0.0720785656365438,8,2,0,0.6370250944507215,0.6609431206847556,0.632455532033676,0.625,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.3748216949218299,0.8192063010116224,0.0074942450937339,0.0011239941492267,0.5,,4,4
+11,4,91,8955,20,9284,1.0161920714684534,0.2154243860404998,4,0,0,0.7494252380276755,0.8631251879064973,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.5923234058140672,1.1480759641867628,0.006268912733815,0.001316837919414,0.0,,4,4
+11,4,100,8955,612,9284,1.1166945840312674,6.591986212839293,0,0,0,5.318673882986546,4.949219720426087,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.956051905570211,10.49337339702048,,,0.0,,4,4
+11,4,49,16500,4,16500,0.296969696969697,0.0242424242424242,9,2,0,0.3090909090909091,0.2694444444444444,-0.632455532033676,0.375,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.0611111111111111,0.4916666666666667,,,0.5,,4,4
+11,4,157,16500,105,16500,0.9515151515151516,0.6363636363636364,1,0,0,0.4363636363636363,0.3361111111111111,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,0.0222222222222222,0.6555555555555556,0.0442424242424242,0.0346666666666666,0.0,,4,4
+11,4,8,3398,0,4192,0.2354326074161271,0.0,11,4,0,0.1461097539041225,0.2008476073206833,,0.5,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.0389408099688473,0.4412364062903835,0.1925052193781804,0.0134431077642659,1.0,0.0,3,4
+11,4,55,3398,21,4192,1.618599175985874,0.5009541984732825,9,2,0,1.192723440251266,0.9863453247701294,0.7378647873726218,1.0,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.5181890702168412,1.5526950725735416,0.00028255955486,0.0,0.5,,4,4
+11,4,1123,3398,1556,4192,33.04885226603885,37.11832061068702,9,2,0,7.396869408583485,10.028147842630023,0.948683298050514,1.0,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,2.595463932894928,17.460831752365124,0.3792404491662983,0.1840599887136115,0.5,,4,4
+11,4,530,8955,622,9284,5.9184812953657175,6.699698405859543,8,1,0,7.76550762776736,2.3298648921838274,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.3292543941355801,5.103482975513845,0.2238427375449166,0.251420673935184,0.25,,4,4
+11,4,22,1264,0,749,1.740506329113924,0.0,11,4,0,2.142762826862857,2.51401046555963,,0.5,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,1.2981822214418397,4.422013075651986,0.1084524170460148,0.005057931999573,1.0,,4,4
+11,4,10,16500,0,16500,0.0606060606060606,0.0,11,4,0,0.0606060606060606,0.0583333333333333,,0.5,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0166666666666666,0.1,0.0006060606060606,0.0,1.0,0.0,3,4
+11,4,18,3200,49,1624,0.5625,3.0172413793103448,0,0,0,2.8044362952440305,3.091685870574672,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.7263860588158664,6.132487560280805,0.0596857830993475,0.3111972173048781,0.0,,4,4
+11,4,70,16500,0,16500,0.4242424242424242,0.0,11,4,0,0.4242424242424242,0.4499999999999999,,,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.3277777777777778,0.6444444444444444,0.0042424242424242,0.0,1.0,,4,4
+11,4,302,3398,164,4192,8.8875809299588,3.9122137404580153,0,0,0,5.205153695169522,5.056557973557835,-0.1999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,2.1577469201335906,8.57655614255049,0.0881601161654901,0.0456843275556592,0.0,,4,4
+11,4,30,3398,4,2671,0.8828722778104767,0.1497566454511419,8,2,0,1.0471526144714682,0.9079503209179668,0.2108185106778919,0.375,giroux2022,draw0,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,0.3620195966018368,1.6898192879646177,0.0106851222466841,0.0014176900212952,0.5,,4,4
+11,4,76,10757,22,11823,0.7065166868085897,0.1860779835913051,3,0,0,0.5140568096818922,0.5275514438348368,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.2618771245606197,0.7147714077188385,0.0074942450937339,0.002353676996915,0.0,,4,4
+11,4,91,8955,10,10814,1.0161920714684534,0.0924727205474385,4,0,0,0.9994570745572924,1.077280611828599,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.6267640642166513,1.656792506733551,0.006268912733815,0.0007521433909398,0.0,,4,4
+11,4,100,8955,70,10814,1.1166945840312674,0.6473090438320696,0,0,0,0.6938872243257858,0.552925659918047,0.7999999999999999,0.75,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.1547583198513572,0.9520397418739662,,,0.0,,4,4
+11,4,49,16500,28,16500,0.296969696969697,0.1696969696969697,2,0,0,0.1393939393939394,0.1277777777777778,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.0111111111111111,0.3055555555555556,,,0.0,,4,4
+11,4,157,16500,36,16500,0.9515151515151516,0.2181818181818181,1,0,0,0.7333333333333333,0.7138888888888889,0.6000000000000001,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,0.3083333333333333,1.3611111111111112,0.0442424242424242,0.0085454545454545,0.0,,4,4
+11,4,8,3398,0,2671,0.2354326074161271,0.0,11,4,0,0.1461097539041225,0.2008476073206833,,0.5,giroux2022,draw0,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.0389408099688473,0.4412364062903835,0.1925052193781804,0.0600675552811592,1.0,0.0,3,4
+11,4,55,3398,4,2671,1.618599175985874,0.1497566454511419,7,1,0,1.3582241423685886,1.226824542821838,0.3999999999999999,0.5,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.4466683497103285,2.006980735933348,0.00028255955486,0.0001782531194295,0.25,,4,4
+11,4,1123,3398,728,2671,33.04885226603885,27.255709472107824,3,0,0,7.505729313449854,6.990388740456041,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,2.800674113895244,11.771767795267282,0.3792404491662983,0.2706261971627279,0.0,,4,4
+11,4,530,8955,187,10814,5.9184812953657175,1.7292398742371,4,0,0,6.481078920268166,5.928699837174392,1.0,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.3482657913702919,11.509133882978492,0.2238427375449166,0.1217630561398198,0.0,,4,4
+11,4,22,1264,5,1203,1.740506329113924,0.4156275976724854,6,0,0,2.007330590992574,1.8807058007672632,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.8963177018156272,3.559829942323855,0.1084524170460148,0.0241533359087233,0.0,,4,4
+11,4,10,16500,0,16500,0.0606060606060606,0.0,11,4,0,0.0606060606060606,0.0583333333333333,,0.5,giroux2022,draw0,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0166666666666666,0.1,0.0006060606060606,0.0,1.0,0.0,3,4
+11,4,18,3200,23,4459,0.5625,0.5158107198923525,2,0,0,0.5234791254335115,0.2548194874218399,0.7999999999999999,1.0,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.1004242981177328,0.3575854905454514,0.0596857830993475,0.0207538334398249,0.0,,4,4
+11,4,70,16500,0,16500,0.4242424242424242,0.0,11,4,0,0.4242424242424242,0.4499999999999999,,,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.3277777777777778,0.6444444444444444,0.0042424242424242,0.0,1.0,,4,4
+11,4,302,3398,41,2671,8.8875809299588,1.5350056158742045,1,0,0,7.043346586126082,6.879835917263378,0.0,0.25,giroux2022,draw0,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,4.948316812437778,8.938581260827535,0.0881601161654901,0.0180133511256894,0.0,,4,4
+10,4,26,3147,1,5051,0.8261836669844296,0.0197980597901405,9,3,0,0.9733728107932328,1.0136683957879102,-0.2581988897471611,0.25,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,0.5443855864023932,1.7638793452285506,0.0098251357861772,9.140767824497258e-05,0.75,,4,4
+10,4,80,9935,16,8081,0.8052340211373931,0.1979952976116817,3,0,0,0.6735188016426974,0.7051377023942573,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.3135845829300303,1.0812079166371071,0.0088137998319222,0.0021305107207527,0.0,,4,4
+10,4,100,8514,14,7068,1.1745360582569886,0.1980758347481607,3,0,0,1.0706267829300438,1.1735069029675396,0.7999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.647916302776818,1.9431559477804223,0.0067574678738214,0.001402692002045,0.0,,4,4
+10,4,121,8514,63,7068,1.421188630490956,0.8913412563667232,1,0,0,0.5680028051851126,0.539415991504959,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,0.1938952742340268,0.8485283542669376,,,0.0,,4,4
+10,4,50,15000,20,15000,0.3333333333333333,0.1333333333333333,2,0,0,0.2533333333333333,0.1722222222222222,-0.316227766016838,0.5,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.0166666666666666,0.4445833333333333,,,0.0,,4,4
+10,4,147,15000,48,15000,0.98,0.32,0,0,0,0.7133333333333333,0.6277777777777778,-0.7999999999999999,0.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,0.0499999999999999,1.2055555555555555,0.0497333333333333,0.0081333333333333,0.0,,4,4
+10,4,2,3147,6,5051,0.063552589768033,0.1187883587408434,8,2,0,0.075213593320889,0.107776278769968,0.2721655269759087,,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.0,0.2319109461966604,0.2111347602214929,0.1543399331027571,0.0,0.3333333333333333,1,4
+10,4,40,3147,3,5051,1.271051795360661,0.0593941793704217,9,3,0,1.3122920975266257,1.1589792926419666,-0.2581988897471611,0.25,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.6932573599240266,1.6025641025641026,0.0024285667370088,0.0,0.75,,4,4
+10,4,1187,3147,1693,5051,37.71846202732761,33.51811522470798,0,0,0,10.492484742713456,4.414731212755492,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,2.2178406341176498,6.611621791393334,0.4611670442933522,0.4738002667173993,0.0,,4,4
+10,4,473,8514,164,7068,5.555555555555555,2.320316921335597,0,0,0,5.654239594302461,5.501905370015485,1.0,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.635892459717903,12.647392098623888,0.2423065428505833,0.1596156850327936,0.0,,4,4
+10,4,25,874,21,1456,2.860411899313501,1.4423076923076923,3,0,0,1.888603067687935,1.603829983954052,-0.3999999999999999,0.25,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.3111425669055373,3.5082830459734384,0.1118519268545917,0.1058168192931865,0.0,,4,4
+10,4,5,15000,5,15000,0.0333333333333333,0.0333333333333333,5,1,0,0.0533333333333333,0.0388888888888888,-0.6000000000000001,0.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0333333333333333,0.0444444444444444,0.0003333333333333,0.0003333333333333,0.3333333333333333,1.0,3,4
+10,4,21,3191,28,4927,0.6581009088060169,0.5682971382179826,2,0,0,0.4720326009279689,0.4433583654139162,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.1885793696201887,0.6968109324350191,0.0510394916150207,0.017724164797671,0.0,,4,4
+10,4,68,15000,19,15000,0.4533333333333333,0.1266666666666666,2,0,0,0.3266666666666666,0.3333333333333333,1.0,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.1944444444444444,0.4722222222222222,0.0045333333333333,0.0012666666666666,0.0,,4,4
+10,4,286,3147,49,5051,9.088020336828723,0.9701049297168878,2,0,0,7.824611573347982,7.705823499245058,0.7999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,5.0070355035602185,9.712824620516676,0.0861913104362232,0.0079451947027434,0.0,,4,4
+10,4,26,3147,2,4428,0.8261836669844296,0.04516711833785,9,3,0,0.9618096448703184,0.9925259044508988,-0.2581988897471611,0.25,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,0.5021006037283705,1.743265416174964,0.0098251357861772,0.0002070393374741,0.75,,4,4
+10,4,80,9935,21,9538,0.8052340211373931,0.2201719438037324,4,1,0,0.7434368457101851,0.7038849848683177,0.3999999999999999,0.5,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.3258344403856891,1.0819355293509465,0.0088137998319222,0.003454080863263,0.25,,4,4
+10,4,100,8514,8,7201,1.1745360582569886,0.111095681155395,4,0,0,1.1197734609857193,1.2974669465847106,1.0,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.6879702316874583,2.168338469519782,0.0067574678738214,0.0011069179018111,0.0,,4,4
+10,4,121,8514,55,7201,1.421188630490956,0.7637828079433412,0,0,0,0.9304228119941522,0.7145556784756979,0.6000000000000001,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.0974604727485255,1.365188355601787,,,0.0,,4,4
+10,4,50,15000,17,15000,0.3333333333333333,0.1133333333333333,3,0,0,0.26,0.2,0.632455532033676,0.75,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.0944444444444444,0.35,,,0.0,,4,4
+10,4,147,15000,27,15000,0.98,0.18,1,0,0,0.8533333333333335,0.8,0.316227766016838,0.625,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,0.3944444444444444,1.2055555555555555,0.0497333333333333,0.0067333333333333,0.0,,4,4
+10,4,2,3147,38,4428,0.063552589768033,0.8581752484191508,2,0,0,0.5733715864074608,0.7204772404855792,0.2581988897471611,,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.2887815631088604,1.194633261228227,0.2111347602214929,0.3164915178373411,0.0,1.0,1,4
+10,4,40,3147,7,4428,1.271051795360661,0.1580849141824751,6,1,0,1.2229264749944715,1.0715926439857215,0.3999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.620050917757116,1.4370458083743458,0.0024285667370088,0.000766581274842,0.25,,4,4
+10,4,1187,3147,2188,4428,37.71846202732761,49.41282746160795,0,0,0,9.777816972160153,13.700527225342556,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,9.674246804486938,18.037227072645017,0.4611670442933522,0.6451209680570307,0.0,,4,4
+10,4,473,8514,433,7201,5.555555555555555,6.013053742535759,0,0,0,3.2121604331479565,2.187362755109474,0.7999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.8356980151228116,3.911362730086279,0.2423065428505833,0.2979777366459358,0.0,,4,4
+10,4,25,874,4,718,2.860411899313501,0.5571030640668524,7,2,0,2.87883845798761,2.8171742382291685,0.7378647873726218,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,1.6427193828351012,4.329564577527145,0.1118519268545917,0.0329909146987189,0.5,,4,4
+10,4,5,15000,3,15000,0.0333333333333333,0.02,7,2,0,0.04,0.025,0.2108185106778919,0.375,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0110416666666666,0.0416666666666666,0.0003333333333333,0.0002,0.3333333333333333,0.0,3,4
+10,4,21,3191,29,2213,0.6581009088060169,1.3104383190239497,2,0,0,1.6844530338889878,1.008162193060974,0.6000000000000001,1.0,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.4786941235709849,1.6097444153734777,0.0510394916150207,0.0450141867599938,0.0,,4,4
+10,4,68,15000,3,15000,0.4533333333333333,0.02,7,1,0,0.4333333333333333,0.4444444444444444,0.632455532033676,0.875,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.2555555555555555,0.6333333333333333,0.0045333333333333,0.0002,0.25,,4,4
+10,4,286,3147,45,4428,9.088020336828723,1.016260162601626,1,0,0,7.616554994408155,7.606063172408361,0.3999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,4.574429004881832,9.51103522109753,0.0861913104362232,0.0100257604921416,0.0,,4,4
+10,4,26,3147,6,4262,0.8261836669844296,0.1407789770061004,9,3,0,0.959045015840198,0.91686558791683,-0.7745966692414834,0.25,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,0.2191107600422645,1.7780830280830282,0.0098251357861772,0.0006841505131128,0.75,,4,4
+10,4,80,9935,7,9467,0.8052340211373931,0.0739410584134361,9,3,0,0.7594287636800325,0.8425995546036208,0.7745966692414834,0.75,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.4804281550791885,1.157679487329274,0.0088137998319222,0.0012195121951219,0.75,,4,4
+10,4,100,8514,12,7572,1.1745360582569886,0.1584786053882725,5,1,0,1.0482435838817104,1.2063938290165916,1.0,1.0,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.7143232440088283,1.8554734043271937,0.0067574678738214,0.0017964071856287,0.25,,4,4
+10,4,121,8514,281,7572,1.421188630490956,3.711040676175383,0,0,0,3.0708445065530467,3.113449538330639,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.805204569745768,5.42169450691551,,,0.0,,4,4
+10,4,50,15000,1,15000,0.3333333333333333,0.0066666666666666,9,3,0,0.3266666666666667,0.3,0.2721655269759087,0.75,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.1666666666666666,0.525,,,0.75,,4,4
+10,4,147,15000,100,15000,0.98,0.6666666666666666,1,0,0,0.38,0.325,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,0.1777777777777777,0.4722222222222222,0.0497333333333333,0.0410666666666666,0.0,,4,4
+10,4,2,3147,0,4262,0.063552589768033,0.0,10,4,0,0.0392373806575466,0.0466853408029878,,,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.0,0.1400560224089636,0.2111347602214929,0.0172884190865342,1.0,0.0,1,4
+10,4,40,3147,18,4262,1.271051795360661,0.4223369310183013,8,2,0,1.1834839476404908,0.8737352724938938,-0.1054092553389459,0.375,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.368405803854081,1.3790647411337067,0.0024285667370088,0.0001140250855188,0.5,,4,4
+10,4,1187,3147,1538,4262,37.71846202732761,36.08634443923041,8,2,0,9.207301851015362,11.162431513711397,0.948683298050514,1.0,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,3.890417089650806,18.434445937771983,0.4611670442933522,0.2088478554830578,0.5,,4,4
+10,4,473,8514,692,7572,5.555555555555555,9.13893291072372,7,1,0,10.910626809381606,4.318002654831633,1.0,1.0,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,1.6199004949258409,6.436412170967057,0.2423065428505833,0.300235477233535,0.25,,4,4
+10,4,25,874,0,823,2.860411899313501,0.0,10,4,0,2.83915591830507,2.924955908891164,,0.5,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,1.6528163820976798,4.564674295395483,0.1118519268545917,0.0049497635933806,1.0,,4,4
+10,4,5,15000,1,15000,0.0333333333333333,0.0066666666666666,9,3,0,0.04,0.0388888888888888,-0.7745966692414834,0.25,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.025,0.0583333333333333,0.0003333333333333,6.666666666666667e-05,1.0,1.0,3,4
+10,4,21,3191,57,1596,0.6581009088060169,3.571428571428572,0,0,0,4.073265039280379,3.225771512012596,0.6000000000000001,1.0,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,2.3463625690644143,4.455009093683786,0.0510394916150207,0.3182021764760332,0.0,,4,4
+10,4,68,15000,0,15000,0.4533333333333333,0.0,10,4,0,0.4533333333333333,0.4638888888888888,,0.5,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.2333333333333333,0.6611111111111111,0.0045333333333333,0.0,1.0,,4,4
+10,4,286,3147,140,4262,9.088020336828723,3.2848427968090097,0,0,0,5.43764883407849,6.035035833984118,0.3999999999999999,0.5,giroux2022,draw1,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,2.7387522482536504,9.331319419714584,0.0861913104362232,0.039077612268979,0.0,,4,4
+10,4,26,3147,5,2979,0.8261836669844296,0.1678415575696542,7,2,0,0.9496046693784852,0.8678137444652905,-0.2108185106778919,0.625,giroux2022,draw1,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,0.3185599749373774,1.719095543621289,0.0098251357861772,0.0014043579095967,0.5,,4,4
+10,4,80,9935,29,10381,0.8052340211373931,0.2793565167132261,0,0,0,0.5744135634543579,0.6332739660666766,0.7999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.3219600798074084,0.943621458109286,0.0088137998319222,0.0032438705563732,0.0,,4,4
+10,4,100,8514,27,9400,1.1745360582569886,0.2872340425531915,0,0,0,0.982658558176246,1.0848354861201916,0.7999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.5521278520460313,1.855993996007407,0.0067574678738214,0.0016711315648356,0.0,,4,4
+10,4,121,8514,95,9400,1.421188630490956,1.0106382978723405,0,0,0,0.8132990130184039,0.5574089118395816,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.1435490387371919,1.0654850417886852,,,0.0,,4,4
+10,4,50,15000,21,15000,0.3333333333333333,0.14,0,0,0,0.2066666666666667,0.1833333333333333,0.1054092553389459,0.5,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.05,0.3916666666666667,,,0.0,,4,4
+10,4,147,15000,34,15000,0.98,0.2266666666666666,0,0,0,0.7533333333333334,0.7388888888888889,-0.3999999999999999,0.5,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,0.2888888888888888,1.188888888888889,0.0497333333333333,0.0084666666666666,0.0,,4,4
+10,4,2,3147,0,2979,0.063552589768033,0.0,10,4,0,0.0392373806575466,0.0466853408029878,,,giroux2022,draw1,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.0,0.1400560224089636,0.2111347602214929,0.0866274864187988,1.0,0.0,1,4
+10,4,40,3147,6,2979,1.271051795360661,0.2014098690835851,6,0,0,1.293219926091462,1.0182484702391188,-0.6000000000000001,0.0,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.5160480639680687,1.4526483249110989,0.0024285667370088,0.0002557544757033,0.0,,4,4
+10,4,1187,3147,769,2979,37.71846202732761,25.81403155421282,0,0,0,8.60047474687796,9.860833556575388,1.0,1.0,giroux2022,draw1,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,4.956469212916378,14.765197900234396,0.4611670442933522,0.3312159291015187,0.0,,4,4
+10,4,473,8514,214,9400,5.555555555555555,2.276595744680851,2,0,0,5.59613167091655,4.890367039521763,1.0,1.0,giroux2022,draw1,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.5254296035994663,10.322483395942433,0.2423065428505833,0.1574153520019361,0.0,,4,4
+10,4,25,874,3,717,2.860411899313501,0.4184100418410041,7,1,0,2.690082608827137,2.411513463269638,0.3999999999999999,0.75,giroux2022,draw1,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,1.381433473122379,4.1216652070119455,0.1118519268545917,0.0140509454569004,0.25,,4,4
+10,4,5,15000,5,15000,0.0333333333333333,0.0333333333333333,7,1,0,0.0533333333333333,0.0416666666666666,-0.7999999999999999,0.25,giroux2022,draw1,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0,0.0833333333333333,0.0003333333333333,0.0003333333333333,0.3333333333333333,1.0,3,4
+10,4,21,3191,27,3588,0.6581009088060169,0.7525083612040134,1,0,0,0.5566421442936165,0.2009606665308048,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.0505513394658748,0.4841646880626288,0.0510394916150207,0.0380352653901886,0.0,,4,4
+10,4,68,15000,2,15000,0.4533333333333333,0.0133333333333333,8,2,0,0.44,0.4499999999999999,-0.1054092553389459,0.375,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.25,0.6499999999999999,0.0045333333333333,0.0001333333333333,0.5,,4,4
+10,4,286,3147,39,2979,9.088020336828723,1.309164149043303,1,0,0,7.443286435627106,7.423583009873438,0.7999999999999999,1.0,giroux2022,draw1,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,4.642140755961894,9.157929432245098,0.0861913104362232,0.0117584460799521,0.0,,4,4
+12,4,57,3643,3,5360,1.5646445237441668,0.0559701492537313,10,2,0,1.1530344822910767,1.480435269380828,-0.7378647873726218,0.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,0.5452232525066408,2.415647286255016,0.0119242676670715,0.0004768140908451,0.5,,4,4
+12,4,75,11942,25,9863,0.6280355049405459,0.2534725742674643,2,0,0,0.598517968758751,0.4272134527108724,0.0,0.25,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.0926676995860836,0.7617592058356613,0.0078338901397227,0.0024572103599923,0.0,,4,4
+12,4,82,9670,14,8474,0.8479834539813857,0.1652112343639367,4,0,0,0.8484276654028698,0.742780959575537,0.3999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.2831508208263346,1.2024110983247396,0.0054245337014031,0.0009906237978296,0.0,,4,4
+12,4,99,9670,68,8474,1.0237849017580145,0.80245456691055,1,0,0,0.6672805674983797,0.5205341649945094,0.6000000000000001,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,0.2014463442910649,0.7871653009978653,,,0.0,,4,4
+12,4,53,18000,31,18000,0.2944444444444444,0.1722222222222222,2,0,0,0.2444444444444444,0.2,-0.3999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.0776388888888888,0.3888888888888889,,,0.0,,4,4
+12,4,171,18000,60,18000,0.95,0.3333333333333333,0,0,0,0.6944444444444445,0.6388888888888888,-0.632455532033676,,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,0.1555555555555555,1.3722222222222222,0.0413333333333333,0.0091666666666666,0.0,,4,4
+12,4,0,3643,8,5360,0.0,0.1492537313432835,9,1,0,0.0731763665950137,0.1310680581685819,,,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.0229568411386593,0.2782931354359925,0.1656747847390286,0.1256796649520862,,0.75,0,4
+12,4,62,3643,2,5360,1.7018940433708485,0.0373134328358208,10,2,0,1.2218350458737508,1.4032678504529548,-0.316227766016838,0.375,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.5875272716593714,2.239480237388525,0.0017316004424785,0.0,0.5,,4,4
+12,4,1255,3643,1703,5360,34.44962942629701,31.77238805970149,0,0,0,6.918933736052136,2.8420594628066844,1.0,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,1.537165010533771,4.146953915079598,0.3593584896039443,0.3798483626728808,0.0,,4,4
+12,4,441,9670,142,8474,4.560496380558428,1.6757139485485013,2,0,0,4.811225941699358,3.4052940971690764,1.0,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.1319146946245624,6.7253898027673245,0.2053327290239195,0.1272419218655062,0.0,,4,4
+12,4,18,1433,45,2297,1.256106071179344,1.95907705703091,1,0,0,1.4234890064963048,1.2111239720484115,-0.1999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,1.0296185443883308,1.4762321264069844,0.0709600336700208,0.1007122614579716,0.0,1.0,3,4
+12,4,10,18000,12,18000,0.0555555555555555,0.0666666666666666,5,0,0,0.0555555555555555,0.0333333333333333,0.316227766016838,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0111111111111111,0.0611111111111111,0.0005555555555555,0.0006666666666666,0.0,1.0,3,4
+12,4,30,3470,22,5479,0.8645533141210374,0.4015331264829348,3,0,0,0.9908733948928948,0.8929124014241293,0.7999999999999999,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.4244072269858022,1.7417053172366843,0.0653992989709938,0.0132200508666929,0.0,1.0,3,4
+12,4,65,18000,14,18000,0.3611111111111111,0.0777777777777777,7,0,0,0.2944444444444444,0.2833333333333333,0.6000000000000001,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.1999999999999999,0.3666666666666667,0.0036111111111111,0.0007777777777777,0.0,,4,4
+12,4,239,3643,32,5360,6.560527038155366,0.5970149253731343,1,0,0,7.5033740826486515,6.3799912766624844,0.1999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,4.464288542123994,7.605789744914908,0.0802140194146754,0.0051802785881889,0.0,,4,4
+12,4,57,3643,4,4362,1.5646445237441668,0.0917010545621274,9,2,0,1.134807227663471,1.4712555822797555,0.316227766016838,0.625,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,0.6307419946479859,2.3117691699115253,0.0119242676670715,0.0005761953904368,0.5,,4,4
+12,4,75,11942,24,11846,0.6280355049405459,0.2026000337666723,3,0,0,0.5793150607895378,0.4767131742765564,0.3999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.1231450921574344,0.7738232277071969,0.0078338901397227,0.0029855147777353,0.0,,4,4
+12,4,82,9670,10,9397,0.8479834539813857,0.106416941577099,5,0,0,0.8673768310956117,0.8057357182796888,0.0,0.25,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.3130155865342752,1.2984558500251022,0.0054245337014031,0.0009046940170295,0.0,,4,4
+12,4,99,9670,120,9397,1.0237849017580145,1.277003298925189,0,0,0,1.1788022655968935,1.0994797062958854,-0.1999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.2069290733526336,1.923282547062208,,,0.0,,4,4
+12,4,53,18000,47,18000,0.2944444444444444,0.2611111111111111,6,1,0,0.3888888888888888,0.3,0.6000000000000001,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.1055555555555555,0.4777777777777778,,,0.25,,4,4
+12,4,171,18000,47,18000,0.95,0.2611111111111111,1,0,0,0.8111111111111112,0.6888888888888889,0.316227766016838,,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,0.1444444444444444,1.3555555555555556,0.0413333333333333,0.0070555555555555,0.0,,4,4
+12,4,0,3643,17,4362,0.0,0.3897294818890417,7,1,0,0.2829166165933818,0.3240111611594606,,,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.0274725274725274,0.8549898622796361,0.1656747847390286,0.2302098752397985,,0.75,0,4
+12,4,62,3643,3,4362,1.7018940433708485,0.0687757909215956,10,3,0,1.1660152232882943,1.3605873504890698,-0.2581988897471611,0.25,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.5886063932337754,2.203103170624718,0.0017316004424785,0.0,0.75,,4,4
+12,4,1255,3643,1935,4362,34.44962942629701,44.36038514442916,0,0,0,8.763986220404043,10.51299343631542,0.7999999999999999,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,3.1086770175292235,20.92288871617708,0.3593584896039443,0.455462999335934,0.0,,4,4
+12,4,441,9670,293,9397,4.560496380558428,3.118016388209003,3,1,0,0.901826865921182,2.192604506953716,1.0,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.5203518861042656,3.864857127803167,0.2053327290239195,0.2121940127793961,0.25,,4,4
+12,4,18,1433,12,1358,1.256106071179344,0.8836524300441826,5,0,0,1.3800173145910624,1.157757118915979,-0.3999999999999999,0.25,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.5199812405357791,1.788216467084646,0.0709600336700208,0.023415207057337,0.0,1.0,3,4
+12,4,10,18000,0,18000,0.0555555555555555,0.0,12,4,0,0.0555555555555555,0.0555555555555555,,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0222222222222222,0.0888888888888888,0.0005555555555555,0.0,1.0,0.0,3,4
+12,4,30,3470,42,2321,0.8645533141210374,1.8095648427401985,4,0,0,1.757034291595333,1.491145311192461,0.7999999999999999,1.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.6221408058948126,2.360149816490109,0.0653992989709938,0.0524742869498569,0.0,1.0,3,4
+12,4,65,18000,0,18000,0.3611111111111111,0.0,12,4,0,0.3611111111111111,0.3611111111111111,,0.5,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.2555555555555555,0.4333333333333333,0.0036111111111111,0.0,1.0,,4,4
+12,4,239,3643,30,4362,6.560527038155366,0.687757909215956,1,0,0,7.218593113291131,6.315426269466258,-0.7999999999999999,0.0,giroux2022,draw2,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,4.203066194178733,7.723404983521292,0.0802140194146754,0.008028088281764,0.0,,4,4
+12,4,57,3643,1,4366,1.5646445237441668,0.0229042601923957,11,3,0,1.149248873788333,1.50557779734662,-0.2581988897471611,0.25,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,0.5955083084382241,2.415647286255016,0.0119242676670715,0.0004317789291882,0.75,,4,4
+12,4,75,11942,2,12275,0.6280355049405459,0.0162932790224032,10,3,0,0.7693523709462698,0.6309594247269308,-0.2581988897471611,0.25,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.2817783824176332,0.9687214815216396,0.0078338901397227,0.00014036643026,0.75,,4,4
+12,4,82,9670,16,10280,0.8479834539813857,0.1556420233463035,4,1,0,0.8226605738782471,0.7313580844357488,1.0,1.0,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.3976965233831289,1.0650196454883687,0.0054245337014031,0.0001631295331494,0.25,,4,4
+12,4,99,9670,684,10280,1.0237849017580145,6.653696498054475,0,0,0,5.995210071687077,5.119377360030665,0.7999999999999999,1.0,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,1.0600502012762536,11.69195923930321,,,0.0,,4,4
+12,4,53,18000,6,18000,0.2944444444444444,0.0333333333333333,8,1,0,0.2944444444444444,0.2833333333333334,-0.948683298050514,0.125,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.1111111111111111,0.4722222222222222,,,0.25,,4,4
+12,4,171,18000,141,18000,0.95,0.7833333333333333,1,0,0,0.5222222222222223,0.3,0.948683298050514,,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,0.0555555555555555,0.6666666666666667,0.0413333333333333,0.0362777777777777,0.0,,4,4
+12,4,0,3643,0,4366,0.0,0.0,12,4,0,0.0,0.0,,,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.0,0.0,0.1656747847390286,0.0094040344156661,,0.0,0,4
+12,4,62,3643,2,4366,1.7018940433708485,0.0458085203847915,10,2,0,1.2106164181727752,1.3896614814291055,-0.1054092553389459,0.375,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.6435864359471128,2.2492888689843293,0.0017316004424785,0.0,0.5,,4,4
+12,4,1255,3643,1357,4366,34.44962942629701,31.08108108108108,10,2,0,5.886755803181557,5.00080993033349,0.948683298050514,1.0,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,0.9863911499534732,11.225949261764992,0.3593584896039443,0.1693193426999757,0.5,,4,4
+12,4,441,9670,650,10280,4.560496380558428,6.32295719844358,9,1,0,6.50033451377094,2.6821060480456445,1.0,1.0,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.2660766886752357,5.098135407416053,0.2053327290239195,0.2237459816838788,0.25,,4,4
+12,4,18,1433,0,817,1.256106071179344,0.0,12,4,0,1.5176028806691804,1.594089611661201,,0.5,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,0.6024096385542169,2.657204159102162,0.0709600336700208,0.0004816955684007,1.0,0.0,3,4
+12,4,10,18000,0,18000,0.0555555555555555,0.0,12,4,0,0.0555555555555555,0.0555555555555555,,0.5,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0222222222222222,0.0888888888888888,0.0005555555555555,0.0,1.0,0.0,3,4
+12,4,30,3470,43,1764,0.8645533141210374,2.437641723356009,0,0,0,2.0791962798946737,1.9356984820325465,0.7999999999999999,0.75,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.6930783549903669,3.529607527197256,0.0653992989709938,0.3373221098300625,0.0,1.0,3,4
+12,4,65,18000,0,18000,0.3611111111111111,0.0,12,4,0,0.3611111111111111,0.3611111111111111,,0.5,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.261111111111111,0.4555555555555555,0.0036111111111111,0.0,1.0,,4,4
+12,4,239,3643,301,4366,6.560527038155366,6.894182317911132,0,0,0,5.458891709070028,3.199379131911792,-0.1999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,1.7359208400633337,5.068396686131276,0.0802140194146754,0.0589949165790997,0.0,,4,4
+12,4,57,3643,2,2906,1.5646445237441668,0.0688231245698554,10,2,0,1.2275875060509944,1.486777641314369,-0.316227766016838,0.375,giroux2022,draw2,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,0.6040334576283349,2.3695218250004038,0.0119242676670715,0.0006230514759573,0.5,,4,4
+12,4,75,11942,23,12930,0.6280355049405459,0.1778808971384377,3,0,0,0.6562415512477586,0.5041655166354473,0.7999999999999999,1.0,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.2108645316576467,0.8060263100071307,0.0078338901397227,0.0018381309945804,0.0,,4,4
+12,4,82,9670,14,11799,0.8479834539813857,0.1186541232307822,5,0,0,0.8980954563245924,0.7851018484393665,0.7999999999999999,0.75,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.3501116869143981,1.2200920099643349,0.0054245337014031,0.0009563131261035,0.0,,4,4
+12,4,99,9670,102,11799,1.0237849017580145,0.8644800406814137,0,0,0,0.480325929671962,0.3154993676234442,0.7999999999999999,0.75,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.2564595856031708,0.3873178407748682,,,0.0,,4,4
+12,4,53,18000,28,18000,0.2944444444444444,0.1555555555555555,2,0,0,0.25,0.1833333333333333,0.316227766016838,0.875,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.0888888888888888,0.3388888888888889,,,0.0,,4,4
+12,4,171,18000,38,18000,0.95,0.2111111111111111,2,0,0,0.7388888888888888,0.7388888888888889,0.632455532033676,,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,0.3111111111111111,1.35,0.0413333333333333,0.0077222222222222,0.0,,4,4
+12,4,0,3643,0,2906,0.0,0.0,12,4,0,0.0,0.0,,,giroux2022,draw2,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.0,0.0,0.1656747847390286,0.0699360599250014,,0.0,0,4
+12,4,62,3643,5,2906,1.7018940433708485,0.1720578114246387,8,1,0,1.1312207532396183,1.2547890084547293,0.1999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.5510124082713693,2.115117986261596,0.0017316004424785,0.0,0.25,,4,4
+12,4,1255,3643,699,2906,34.44962942629701,24.05368203716449,2,0,0,4.848481041481931,8.372853399342757,1.0,1.0,giroux2022,draw2,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,3.623497352674559,12.84975704591,0.3593584896039443,0.2819870906712583,0.0,,4,4
+12,4,441,9670,224,11799,4.560496380558428,1.8984659716925163,6,1,0,5.050489629812107,2.9918269925241585,1.0,1.0,giroux2022,draw2,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.6851445518762946,5.298509433172023,0.2053327290239195,0.1135536352570879,0.25,,4,4
+12,4,18,1433,11,1162,1.256106071179344,0.9466437177280552,7,0,0,2.021105202965074,0.5616257370299458,0.7999999999999999,1.0,giroux2022,draw2,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.2786972064080497,0.860788977897824,0.0709600336700208,0.0278753975102361,0.0,1.0,3,4
+12,4,10,18000,0,18000,0.0555555555555555,0.0,12,4,0,0.0555555555555555,0.0555555555555555,,0.5,giroux2022,draw2,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0222222222222222,0.0888888888888888,0.0005555555555555,0.0,1.0,0.0,3,4
+12,4,30,3470,23,4923,0.8645533141210374,0.4671947999187487,1,0,0,0.8971575866930345,0.8497476815682108,0.1999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.3520144695748686,1.5532084197652642,0.0653992989709938,0.0186525264443699,0.0,1.0,3,4
+12,4,65,18000,1,18000,0.3611111111111111,0.0055555555555555,11,3,0,0.3555555555555555,0.3555555555555555,-0.7745966692414834,0.25,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.2444444444444444,0.4611111111111111,0.0036111111111111,5.555555555555555e-05,0.75,,4,4
+12,4,239,3643,54,2906,6.560527038155366,1.8582243633860975,0,0,0,6.421618664918628,5.232453408047108,-0.3999999999999999,0.5,giroux2022,draw2,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,2.9267805105932743,6.613615394009743,0.0802140194146754,0.0159978327654891,0.0,,4,4
+11,4,32,2740,2,4733,1.167883211678832,0.0422564969364039,9,2,0,1.2263297894368668,1.3264107797125608,0.632455532033676,0.625,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,0.6425496592834414,2.01027190014168,0.0125150582900071,0.0002517603956384,0.5,,4,4
+11,4,55,11351,19,9014,0.4845388071535547,0.2107832260927446,2,0,0,0.3909213432023664,0.328161643825905,0.0,0.25,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.1692105562181843,0.4871127314336256,0.0049129673197654,0.0019929188521801,0.0,,4,4
+11,4,82,9668,13,7783,0.848158874637981,0.1670307079532314,4,0,0,0.6776375736586249,0.6951782473593028,0.1999999999999999,0.5,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.3816143344294905,0.9829665085081436,0.003049017070727,0.0012602920351654,0.0,,4,4
+11,4,98,9668,79,7783,1.0136532892014896,1.0150327637157908,1,0,0,0.5009422560597201,0.4103315104803838,0.7999999999999999,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,0.1553345191198554,0.6454717024405632,,,0.0,,4,4
+11,4,55,16500,27,16500,0.3333333333333333,0.1636363636363636,3,0,0,0.2181818181818181,0.1805555555555555,-0.3999999999999999,0.5,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.0583333333333333,0.3333333333333333,,,0.0,,4,4
+11,4,177,16500,45,16500,1.0727272727272728,0.2727272727272727,2,0,0,0.8,0.813888888888889,-0.7999999999999999,0.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,0.2944444444444444,1.3111111111111111,0.0454545454545454,0.0076363636363636,0.0,,4,4
+11,4,0,2740,10,4733,0.0,0.2112824846820198,9,2,0,0.0944228932351857,0.1640966675183955,,,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.0,0.4174397031539889,0.187856173036665,0.1281223986885651,,0.5,0,4
+11,4,30,2740,0,4733,1.094890510948905,0.0,11,4,0,1.1615016937329286,1.2414080507407357,,0.5,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.8093557070780341,1.7794108410275735,0.0004058441558441,0.0,1.0,,4,4
+11,4,647,2740,1047,4733,23.613138686131386,22.12127614620748,0,0,0,8.203045412015028,2.508033718751041,0.7999999999999999,0.75,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,0.7040805615024475,4.311986875999635,0.3540057852733987,0.365705318139206,0.0,,4,4
+11,4,256,9668,105,7783,2.6479106330161355,1.3490941796222535,1,0,0,2.366193855747765,1.797926446638357,1.0,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.1619179828010107,4.674530312256837,0.1582177609982287,0.0916876972978702,0.0,1.0,3,4
+11,4,37,1489,39,2294,2.4848891873740766,1.7000871839581515,1,0,0,1.8854209368994808,1.6299904634575824,-0.3999999999999999,0.25,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.3121273572209887,3.4796883075473057,0.1091299672332767,0.1133797473237175,0.0,,4,4
+11,4,14,16500,6,16500,0.0848484848484848,0.0363636363636363,7,1,0,0.0606060606060606,0.0444444444444444,0.8164965809277261,,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0055555555555555,0.1055555555555555,0.0008484848484848,0.0003636363636363,0.0,0.0,3,4
+11,4,20,3381,29,5057,0.5915409642117717,0.5734625271900337,2,0,0,0.5495893432197785,0.4291213022824729,0.3999999999999999,0.75,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.2600777046338989,0.5482406836474911,0.0467842885358218,0.0183487944612408,0.0,1.0,3,4
+11,4,58,16500,19,16500,0.3515151515151515,0.1151515151515151,4,1,0,0.2363636363636363,0.2249999999999999,-0.7378647873726218,0.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.0944444444444444,0.3563888888888881,0.0035151515151515,0.0011515151515151,0.25,,4,4
+11,4,227,2740,36,4733,8.284671532846716,0.7606169448552715,1,0,0,7.875017260952846,7.459514894129441,0.7999999999999999,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,6.601236014511425,8.102520200963795,0.0856343665908354,0.0068841939813069,0.0,,4,4
+11,4,32,2740,2,4273,1.167883211678832,0.0468055230517201,9,2,0,1.204500913388582,1.326149272212669,-0.948683298050514,0.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,0.5921264446828596,2.179511337227561,0.0125150582900071,0.0007613326179058,0.5,,4,4
+11,4,55,11351,12,10467,0.4845388071535547,0.114646030381198,4,0,0,0.3956370905455756,0.3980956989835455,-0.7999999999999999,0.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.1519858038676433,0.6125997235550247,0.0049129673197654,0.0013669455331118,0.0,,4,4
+11,4,82,9668,7,8084,0.848158874637981,0.086590796635329,5,0,0,0.7944063041091419,0.8089608138990394,0.0,0.25,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.4372023540271688,1.18071927377091,0.003049017070727,0.0005884753061587,0.0,,4,4
+11,4,98,9668,132,8084,1.0136532892014896,1.6328550222662048,1,0,0,1.1050116143343012,0.951193602674396,0.7999999999999999,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.2315182191921063,2.0367382176909867,,,0.0,,4,4
+11,4,55,16500,43,16500,0.3333333333333333,0.2606060606060606,3,0,0,0.3636363636363636,0.2722222222222222,0.7999999999999999,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.1777777777777777,0.3666666666666667,,,0.0,,4,4
+11,4,177,16500,52,16500,1.0727272727272728,0.3151515151515151,2,0,0,0.8424242424242425,0.7833333333333333,0.0,0.25,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,0.3,1.2666666666666666,0.0454545454545454,0.0085454545454545,0.0,,4,4
+11,4,0,2740,30,4273,0.0,0.7020828457758015,6,0,0,0.4063620351482227,0.6060797725042112,,,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.1564077700788106,1.0889888714527471,0.187856173036665,0.2874934392153316,,1.0,0,4
+11,4,30,2740,0,4273,1.094890510948905,0.0,11,4,0,1.1615016937329286,1.2414080507407357,,0.5,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.8093557070780341,1.7794108410275735,0.0004058441558441,0.0,1.0,,4,4
+11,4,647,2740,1429,4273,23.613138686131386,33.44254622045401,0,0,0,9.334457564067383,10.929499225801411,1.0,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,3.81261595542564,18.25591287714967,0.3540057852733987,0.5140814895318582,0.0,,4,4
+11,4,256,9668,238,8084,2.6479106330161355,2.944087085601188,2,0,0,1.558406201662543,2.15237125069026,0.7999999999999999,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.8450888103431893,3.459653691037329,0.1582177609982287,0.1888707581084096,0.0,1.0,3,4
+11,4,37,1489,4,1320,2.4848891873740766,0.303030303030303,7,0,0,2.666743430143552,2.3812763529452496,0.3999999999999999,0.5,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.8428321294878953,4.359333821210091,0.1091299672332767,0.0225077734487478,0.0,,4,4
+11,4,14,16500,3,16500,0.0848484848484848,0.0181818181818181,8,2,0,0.0787878787878788,0.0611111111111111,0.8333333333333335,,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0166666666666666,0.1111111111111111,0.0008484848484848,0.0001818181818181,0.3333333333333333,0.0,3,4
+11,4,20,3381,44,1982,0.5915409642117717,2.2199798183652875,4,0,0,2.166805248066148,1.942249512187428,0.6000000000000001,1.0,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.9251329142540312,3.15782490424657,0.0467842885358218,0.0468042510095615,0.0,1.0,3,4
+11,4,58,16500,6,16500,0.3515151515151515,0.0363636363636363,7,2,0,0.3151515151515152,0.3138888888888889,-0.2357022603955158,0.5,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.2222222222222222,0.3916666666666666,0.0035151515151515,0.0003636363636363,0.5,,4,4
+11,4,227,2740,29,4273,8.284671532846716,0.6786800842499415,3,0,0,7.829494763059472,7.524902815747975,-0.3999999999999999,0.25,giroux2022,draw3,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,6.473914306870379,8.368030586429146,0.0856343665908354,0.0073394189602407,0.0,,4,4
+11,4,32,2740,2,3890,1.167883211678832,0.0514138817480719,9,3,0,1.169079294961275,1.3089512388890336,-0.7745966692414834,0.25,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,0.5577303780355888,2.0601720997424784,0.0125150582900071,0.0008851363690073,0.75,,4,4
+11,4,55,11351,4,11394,0.4845388071535547,0.035106196243637,8,2,0,0.4550985357938761,0.4647635576371747,0.632455532033676,0.625,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.249135982084164,0.6238109938271049,0.0049129673197654,0.0003619819618266,0.5,,4,4
+11,4,82,9668,15,9625,0.848158874637981,0.1558441558441558,5,0,0,0.6810285470589729,0.7285346881838213,0.1999999999999999,0.5,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.3815632648141288,1.0755061115535138,0.003049017070727,0.0004635022209486,0.0,,4,4
+11,4,98,9668,787,9625,1.0136532892014896,8.176623376623377,0,0,0,7.248052834859082,7.295731106054719,0.7999999999999999,1.0,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,1.7058810309870496,12.885581181122388,,,0.0,,4,4
+11,4,55,16500,3,16500,0.3333333333333333,0.0181818181818181,8,2,0,0.3151515151515152,0.3083333333333333,0.1054092553389459,0.625,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.2055555555555555,0.4111111111111111,,,0.5,,4,4
+11,4,177,16500,125,16500,1.0727272727272728,0.7575757575757576,2,0,0,0.5818181818181817,0.3638888888888889,0.7999999999999999,0.75,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,0.1583333333333333,0.6277777777777778,0.0454545454545454,0.0364242424242424,0.0,,4,4
+11,4,0,2740,0,3890,0.0,0.0,11,4,0,0.0,0.0,,,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.0,0.0,0.187856173036665,0.011731038599821,,0.0,0,4
+11,4,30,2740,1,3890,1.094890510948905,0.0257069408740359,10,3,0,1.149524211399715,1.2239499501820763,-0.7745966692414834,0.25,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.7744395059607156,1.7794108410275735,0.0004058441558441,0.0,0.75,,4,4
+11,4,647,2740,576,3890,23.613138686131386,14.80719794344473,10,3,0,9.223378069197954,9.213399469803765,0.7745966692414834,0.75,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,1.6960659454488685,16.730732994158657,0.3540057852733987,0.1023091293721697,0.75,,4,4
+11,4,256,9668,490,9625,2.6479106330161355,5.090909090909091,8,1,0,5.519794131520776,3.327557190076777,1.0,1.0,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.1666817246969957,6.488432655456559,0.1582177609982287,0.2144107285128504,0.0,0.0,3,4
+11,4,37,1489,0,650,2.4848891873740766,0.0,11,4,0,2.871706133232894,2.843814579244944,,0.5,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,1.4722096573561008,4.996598639455782,0.1091299672332767,0.0183346065699006,1.0,,4,4
+11,4,14,16500,0,16500,0.0848484848484848,0.0,11,4,0,0.0848484848484848,0.0777777777777777,,,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0166666666666666,0.15,0.0008484848484848,0.0,1.0,0.0,3,4
+11,4,20,3381,49,1793,0.5915409642117717,2.732849972113776,1,0,0,2.210031306665393,2.1111482189097344,0.0,0.25,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.8354295749764515,3.6047181855319583,0.0467842885358218,0.2883325815046985,0.0,1.0,3,4
+11,4,58,16500,0,16500,0.3515151515151515,0.0,11,4,0,0.3515151515151515,0.3472222222222222,,0.5,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.2722222222222222,0.4222222222222222,0.0035151515151515,0.0,1.0,,4,4
+11,4,227,2740,183,3890,8.284671532846716,4.704370179948586,0,0,0,5.0658883480927015,5.231982675149679,0.0,0.75,giroux2022,draw3,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,2.6386381813090014,7.09480147610174,0.0856343665908354,0.0423427778554781,0.0,,4,4
+11,4,32,2740,1,2484,1.167883211678832,0.0402576489533011,10,3,0,1.2297572426588244,1.3311073235451183,-0.2581988897471611,0.25,giroux2022,draw3,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,0.5835750031302634,2.0601720997424784,0.0125150582900071,0.0002174858634188,0.75,,4,4
+11,4,55,11351,17,11835,0.4845388071535547,0.1436417405999155,2,0,0,0.4024275923140593,0.3623176031639278,0.7999999999999999,1.0,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.1235659749783843,0.5166995799058565,0.0049129673197654,0.0014890059635945,0.0,,4,4
+11,4,82,9668,12,10858,0.848158874637981,0.1105175907165223,5,0,0,0.7318133937510066,0.7811801322059795,0.0,0.75,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.4467709083714707,1.107323756762407,0.003049017070727,0.0009629978944762,0.0,,4,4
+11,4,98,9668,80,10858,1.0136532892014896,0.7367839381101492,0,0,0,0.5664415393574681,0.3651126528953587,0.7999999999999999,0.75,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.0606947354508466,0.669530570339871,,,0.0,,4,4
+11,4,55,16500,22,16500,0.3333333333333333,0.1333333333333333,0,0,0,0.2121212121212121,0.2,0.0,0.75,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.0833333333333333,0.3166666666666667,,,0.0,,4,4
+11,4,177,16500,26,16500,1.0727272727272728,0.1575757575757575,2,0,0,0.9151515151515152,0.9277777777777778,-0.6000000000000001,0.0,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,0.5,1.3833333333333333,0.0454545454545454,0.0064242424242424,0.0,,4,4
+11,4,0,2740,3,2484,0.0,0.1207729468599033,10,3,0,0.0652457590256633,0.1071428571428571,,,giroux2022,draw3,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.0,0.3214285714285714,0.187856173036665,0.0770544036778221,,0.25,0,4
+11,4,30,2740,1,2484,1.094890510948905,0.0402576489533011,10,3,0,1.1544841498732796,1.20569376502645,-0.7745966692414834,0.25,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.6515172972811156,1.7794108410275735,0.0004058441558441,0.0007272727272727,0.75,,4,4
+11,4,647,2740,285,2484,23.613138686131386,11.473429951690822,3,0,0,8.239835236099582,8.640922946620528,0.7999999999999999,0.75,giroux2022,draw3,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,4.202083376663183,12.987903612681569,0.3540057852733987,0.227006260952318,0.0,,4,4
+11,4,256,9668,83,10858,2.6479106330161355,0.7644133357892798,7,1,0,2.649493242279696,1.949004571583972,1.0,1.0,giroux2022,draw3,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.3039502839823752,4.7401163818005765,0.1582177609982287,0.0696833397553158,0.0,0.0,3,4
+11,4,37,1489,4,1114,2.4848891873740766,0.3590664272890485,8,2,0,2.629620320494908,2.6173386956099582,-0.632455532033676,0.375,giroux2022,draw3,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,1.0891946755892603,4.75563063063063,0.1091299672332767,0.028187574174457,0.5,,4,4
+11,4,14,16500,3,16500,0.0848484848484848,0.0181818181818181,8,1,0,0.0787878787878788,0.075,-0.5000000000000001,,giroux2022,draw3,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0388888888888888,0.1277777777777777,0.0008484848484848,0.0001818181818181,0.3333333333333333,1.0,3,4
+11,4,20,3381,19,4458,0.5915409642117717,0.4262000897263346,3,0,0,0.635684326614038,0.4276769590924242,0.1999999999999999,0.5,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.227416542213014,0.6485830314823918,0.0467842885358218,0.0279256432706177,0.0,1.0,3,4
+11,4,58,16500,0,16500,0.3515151515151515,0.0,11,4,0,0.3515151515151515,0.3472222222222222,,0.5,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.271875,0.4222222222222222,0.0035151515151515,0.0,1.0,,4,4
+11,4,227,2740,39,2484,8.284671532846716,1.570048309178744,1,0,0,6.988836472769763,6.688711951569394,0.3999999999999999,0.75,giroux2022,draw3,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,5.912315807537686,7.325355484990569,0.0856343665908354,0.0157460018631378,0.0,,4,4
+10,4,42,3237,3,4533,1.2974976830398517,0.0661813368630046,7,2,0,0.999536415726246,1.0916328997015143,0.948683298050514,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,0.6370149607231674,1.5756611643849556,0.0092506070225968,0.000923328563237,0.5,,4,4
+10,4,80,10029,23,8648,0.7976867085452188,0.2659574468085106,1,0,0,0.6957630275873219,0.5617809086419691,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.3173427800661829,0.7556923286363766,0.0100738055892512,0.0033315300892677,0.0,,4,4
+10,4,122,8203,12,7459,1.4872607582591737,0.1608794744603834,3,0,0,1.4533218021702543,1.406084621511451,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.9825304578935334,1.8647383358286052,0.0080276508778197,0.0015259090205561,0.0,,4,4
+10,4,111,8203,58,7459,1.353163476776789,0.7775841265585199,0,0,0,0.7532986258377738,0.6400841829083574,1.0,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,0.4068924433019738,0.8732759225147411,,,0.0,,4,4
+10,4,32,15000,24,15000,0.2133333333333333,0.16,0,0,0,0.1333333333333333,0.1166666666666666,-0.948683298050514,0.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.0416666666666666,0.2333333333333333,,,0.0,,4,4
+10,4,149,15000,50,15000,0.9933333333333332,0.3333333333333333,0,0,0,0.74,0.8027777777777778,-0.7999999999999999,0.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Plasmablast (markers),markers,0.0499999999999999,1.9666666666666668,0.0518666666666666,0.0087333333333333,0.0,,4,4
+10,4,4,3237,1,4533,0.1235712079085573,0.0220604456210015,9,3,0,0.105588377618328,0.1016231213563064,0.8164965809277261,0.75,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,0.0,0.2083442675438228,0.158843494483492,0.113956442589343,0.5,0.0,2,4
+10,4,82,3237,3,4533,2.533209762125425,0.0661813368630046,9,3,0,1.957997095213401,2.10104854643153,0.2581988897471611,0.75,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,1.280497823051015,2.921599269812045,0.0011709601873536,0.0,0.75,,4,4
+10,4,1293,3237,1766,4533,39.94439295644115,38.95874696668873,0,0,0,7.194695094859531,4.662712452281667,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,2.4645964528088022,6.244954619884105,0.3918755376479438,0.4299767147418968,0.0,,4,4
+10,4,443,8203,180,7459,5.400463245154212,2.4131921169057517,0,0,0,6.3035871476187655,5.575412728495199,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.5647119116061334,11.807374786606736,0.2316681846706376,0.1702034127802664,0.0,,4,4
+10,4,12,724,21,1459,1.6574585635359116,1.4393420150788212,2,0,0,1.2244300183421164,1.4271349200460803,0.0,0.25,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.6237249234954098,1.925337676332636,0.078792321873121,0.1132591874898405,0.0,,4,4
+10,4,8,15000,10,15000,0.0533333333333333,0.0666666666666666,3,1,0,0.0266666666666666,0.0249999999999999,0.8333333333333335,0.875,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.0083333333333333,0.0388888888888888,0.0005333333333333,0.0006666666666666,0.25,,4,4
+10,4,34,2887,25,5113,1.1776931070315206,0.4889497359671426,2,0,0,0.7810756083779972,0.7321170102118212,0.6000000000000001,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.1570962705299765,1.4822871948036402,0.0908262497745714,0.01398525630398,0.0,,4,4
+10,4,84,15000,8,15000,0.56,0.0533333333333333,4,0,0,0.5066666666666667,0.5222222222222221,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.261111111111111,0.8416666666666667,0.0056,0.0005333333333333,0.0,,4,4
+10,4,193,3237,39,4533,5.96231078158789,0.8603573792190602,1,0,0,4.489476018197979,4.545998806913426,0.7999999999999999,0.75,giroux2022,draw4,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,2.5959279926752554,7.808713062368026,0.0530318874053808,0.008137127223401,0.0,,4,4
+10,4,42,3237,3,3516,1.2974976830398517,0.0853242320819112,8,2,0,0.855696355213673,1.075708323507531,-0.1054092553389459,0.375,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,0.557333685822769,1.6155098970420048,0.0092506070225968,0.00069364347046,0.5,,4,4
+10,4,80,10029,16,10646,0.7976867085452188,0.1502911891790344,4,0,0,0.8095622750784741,0.6913695871979373,-0.3999999999999999,0.5,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.3669652601239651,1.010092801782542,0.0100738055892512,0.0019781828384665,0.0,,4,4
+10,4,122,8203,7,8743,1.4872607582591737,0.0800640512409927,7,2,0,1.586193085569178,1.548277418231668,-0.632455532033676,0.375,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,1.0028829331747438,2.036994130367624,0.0080276508778197,0.0007318105093552,0.5,,4,4
+10,4,111,8203,49,8743,1.353163476776789,0.5604483586869495,2,0,0,0.7384917812364576,0.8143348744150398,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.5923562550339845,1.0195207670265074,,,0.0,,4,4
+10,4,32,15000,7,15000,0.2133333333333333,0.0466666666666666,5,0,0,0.18,0.175,-0.8333333333333335,0.125,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.0777777777777777,0.2972222222222223,,,0.0,,4,4
+10,4,149,15000,12,15000,0.9933333333333332,0.08,4,0,0,0.9133333333333332,1.025,-0.7378647873726218,0.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Plasmablast (markers),markers,0.2833333333333333,2.158333333333333,0.0518666666666666,0.0036666666666666,0.0,,4,4
+10,4,4,3237,14,3516,0.1235712079085573,0.3981797497155859,8,2,0,0.183565465940824,0.2560357607710214,0.5000000000000001,0.625,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,0.0367647058823529,0.5873019365261002,0.158843494483492,0.2016452838388738,0.5,0.5,2,4
+10,4,82,3237,2,3516,2.533209762125425,0.0568828213879408,9,3,0,1.8520448394556976,2.1129219728448967,0.7745966692414834,0.75,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,1.2804978230510144,2.9801713175388733,0.0011709601873536,0.0,0.75,,4,4
+10,4,1293,3237,1811,3516,39.94439295644115,51.50739476678043,0,0,0,5.951998589705457,8.868776334343165,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,4.92963660108733,13.212807463670126,0.3918755376479438,0.5043144740279747,0.0,,4,4
+10,4,443,8203,435,8743,5.400463245154212,4.97540889854741,0,0,0,1.6588921764701705,1.429284715294286,1.0,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.6403240651842437,2.6460780003229165,0.2316681846706376,0.2384280599435727,0.0,,4,4
+10,4,12,724,4,584,1.6574585635359116,0.684931506849315,6,1,0,1.7796379483319171,1.493872187949756,0.632455532033676,0.625,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.7911132502874517,2.1966311256120603,0.078792321873121,0.0295693649769417,0.25,,4,4
+10,4,8,15000,2,15000,0.0533333333333333,0.0133333333333333,8,2,0,0.0666666666666666,0.0388888888888888,-0.5000000000000001,0.375,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0111111111111111,0.0611111111111111,0.0005333333333333,0.0001333333333333,0.5,,4,4
+10,4,34,2887,36,2429,1.1776931070315206,1.4820913956360642,2,0,0,1.0907273841674097,0.6240365112802229,1.0,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.330948743481667,0.9280246128486278,0.0908262497745714,0.0467879682576248,0.0,,4,4
+10,4,84,15000,2,15000,0.56,0.0133333333333333,8,2,0,0.5466666666666666,0.5611111111111111,0.948683298050514,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.2888888888888888,0.8333333333333334,0.0056,0.0001333333333333,0.5,,4,4
+10,4,193,3237,30,3516,5.96231078158789,0.8532423208191127,3,1,0,4.488039195716236,4.781496769061398,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,2.859555589778091,8.017806111456615,0.0530318874053808,0.0081514954482184,0.25,,4,4
+10,4,42,3237,2,3057,1.2974976830398517,0.0654236179260713,8,2,0,0.8668989936403065,1.0759932855194454,-0.7378647873726218,0.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,0.4393203903949882,1.6638179681657943,0.0092506070225968,0.0005816170861937,0.5,,4,4
+10,4,80,10029,6,10768,0.7976867085452188,0.0557206537890044,8,3,0,0.9649891578817578,0.7785144909778321,-0.2581988897471611,0.25,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.4445857526022518,1.1124432293534123,0.0100738055892512,0.0005759463221333,0.75,,4,4
+10,4,122,8203,18,8516,1.4872607582591737,0.2113668388914983,4,1,0,1.454851440949267,1.371244501636764,1.0,1.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,1.0741213158752616,1.6683676873982665,0.0080276508778197,0.0004440004440004,0.25,,4,4
+10,4,111,8203,750,8516,1.353163476776789,8.806951620479099,0,0,0,7.765238660202248,8.177448649660544,1.0,1.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,1.0888569396465502,14.559898368501631,,,0.0,,4,4
+10,4,32,15000,10,15000,0.2133333333333333,0.0666666666666666,6,2,0,0.1733333333333333,0.1444444444444444,1.0,1.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.1333333333333333,0.1666666666666666,,,0.5,,4,4
+10,4,149,15000,108,15000,0.9933333333333332,0.72,1,0,0,0.6866666666666668,0.3472222222222221,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Plasmablast (markers),markers,0.1222222222222222,0.597222222222222,0.0518666666666666,0.0305333333333333,0.0,,4,4
+10,4,4,3237,0,3057,0.1235712079085573,0.0,10,4,0,0.1153160040774719,0.1178358321215464,,0.5,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,0.0,0.2356716642430928,0.158843494483492,0.0126642595963595,1.0,0.0,2,4
+10,4,82,3237,1,3057,2.533209762125425,0.0327118089630356,9,3,0,1.9473393371406336,2.1143259998022144,-0.2581988897471611,0.25,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,1.2097764652009435,3.018875534403485,0.0011709601873536,0.0,0.75,,4,4
+10,4,1293,3237,427,3057,39.94439295644115,13.967942427216226,7,1,0,5.331667098050809,15.292682196608904,0.6000000000000001,1.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,4.7810144061724005,25.736242213489337,0.3918755376479438,0.2002113914159736,0.25,,4,4
+10,4,443,8203,923,8516,5.400463245154212,10.83842179426961,8,2,0,3.0305651797156843,5.103392423398244,0.948683298050514,1.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.2254287294855246,12.071257467321225,0.2316681846706376,0.2248551050221675,0.5,,4,4
+10,4,12,724,0,835,1.6574585635359116,0.0,10,4,0,1.8797530065244437,1.980748390235888,,0.5,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,0.7099391480730223,3.3165708812260544,0.078792321873121,0.0165282017342946,1.0,,4,4
+10,4,8,15000,0,15000,0.0533333333333333,0.0,10,4,0,0.0533333333333333,0.0527777777777777,,0.5,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.0388888888888888,0.0666666666666666,0.0005333333333333,0.0,1.0,,4,4
+10,4,34,2887,45,1819,1.1776931070315206,2.473886750962067,1,0,0,2.526393770337397,2.303077120661853,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,1.1821997885034516,3.423954452820256,0.0908262497745714,0.3021374843405336,0.0,,4,4
+10,4,84,15000,0,15000,0.56,0.0,10,4,0,0.5599999999999999,0.575,,0.5,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.2888888888888888,0.8611111111111112,0.0056,0.0,1.0,,4,4
+10,4,193,3237,29,3057,5.96231078158789,0.948642459928034,1,0,0,4.2897755656692045,4.452351415937435,0.3999999999999999,0.75,giroux2022,draw4,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,2.517787915305495,7.631250444573332,0.0530318874053808,0.0101341317486887,0.0,,4,4
+10,4,42,3237,1,2906,1.2974976830398517,0.0344115622849277,9,3,0,0.980005757204736,1.076887052679775,-0.7745966692414834,0.25,giroux2022,draw4,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,0.4899561371937556,1.6677421956925065,0.0092506070225968,0.0005494505494505,0.75,,4,4
+10,4,80,10029,25,10713,0.7976867085452188,0.2333613366937365,1,0,0,0.7421172762136254,0.609356593784186,0.6000000000000001,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.3113220997604134,0.8544159847646094,0.0100738055892512,0.0026526328271149,0.0,,4,4
+10,4,122,8203,11,9403,1.4872607582591737,0.1169839412953312,4,0,0,1.521071710618308,1.4957688511151137,-0.3999999999999999,0.25,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,1.0247830954240116,1.9691788595298727,0.0080276508778197,0.0012729920902907,0.0,,4,4
+10,4,111,8203,92,9403,1.353163476776789,0.9784111453791344,0,0,0,0.5841706511062087,0.4310862963211377,1.0,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.3728000528517176,0.4910529614681901,,,0.0,,4,4
+10,4,32,15000,34,15000,0.2133333333333333,0.2266666666666666,1,0,0,0.08,0.0555555555555555,0.8333333333333335,0.875,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.0166666666666666,0.0972222222222222,,,0.0,,4,4
+10,4,149,15000,38,15000,0.9933333333333332,0.2533333333333333,0,0,0,0.7800000000000001,0.8499999999999999,0.948683298050514,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Plasmablast (markers),markers,0.1833333333333333,1.9166666666666663,0.0518666666666666,0.0087999999999999,0.0,,4,4
+10,4,4,3237,0,2906,0.1235712079085573,0.0,10,4,0,0.1153160040774719,0.1178358321215464,,0.5,giroux2022,draw4,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,0.0,0.2356716642430928,0.158843494483492,0.0774861633634212,1.0,0.0,2,4
+10,4,82,3237,2,2906,2.533209762125425,0.0688231245698554,8,3,0,1.987447054340846,2.0706977371790662,-0.7745966692414834,0.25,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,1.122519939954648,3.018875534403485,0.0011709601873536,0.0010335986325516,0.75,,4,4
+10,4,1293,3237,827,2906,39.94439295644115,28.45836200963524,5,1,0,5.646266661090603,7.345060723780235,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,2.744276863576477,14.620036468989268,0.3918755376479438,0.2741583171281335,0.25,,4,4
+10,4,443,8203,327,9403,5.400463245154212,3.4776135275975752,4,0,0,5.76961051460886,4.081281759954294,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.1542283548653941,10.03494170906968,0.2316681846706376,0.1634365265921557,0.0,,4,4
+10,4,12,724,3,732,1.6574585635359116,0.4098360655737705,7,1,0,2.001787381881248,1.476445280973242,0.3999999999999999,0.75,giroux2022,draw4,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.4105379504682319,2.566570881226054,0.078792321873121,0.0309174118946838,0.25,,4,4
+10,4,8,15000,2,15000,0.0533333333333333,0.0133333333333333,8,2,0,0.0666666666666666,0.0388888888888888,0.888888888888889,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,HSPC,markers,0.0333333333333333,0.0444444444444444,0.0005333333333333,0.0001333333333333,0.5,,4,4
+10,4,34,2887,18,3799,1.1776931070315206,0.4738088970781784,3,0,0,0.7946479001119153,0.749548896727445,0.6000000000000001,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.2234308466232688,1.575629734783163,0.0908262497745714,0.0189034655656573,0.0,,4,4
+10,4,84,15000,0,15000,0.56,0.0,10,4,0,0.5599999999999999,0.575,,0.5,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.2666666666666666,0.9138888888888888,0.0056,0.0,1.0,,4,4
+10,4,193,3237,72,2906,5.96231078158789,2.477632484514797,0,0,0,3.0307646652179185,2.7587426599293163,0.7999999999999999,1.0,giroux2022,draw4,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,0.6263944234763803,6.074271908184853,0.0530318874053808,0.0268591335455612,0.0,,4,4
+25,15,369,8927,38,19085,4.133527500840148,0.1991092481006025,5,1,0,3.3606251919773165,3.313475478269423,0.2714285714285714,0.7142857142857143,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,1.8670881701552315,5.151652147455246,0.0358484677773065,0.0022422158575333,0.06666666666666667,,15,15
+25,15,116,24457,57,12018,0.4743018358752096,0.4742885671492761,4,3,0,0.5146123102454773,0.3956207268751075,0.5268851048085007,0.7959183673469388,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.2224309074348287,0.6229104500884948,0.00527503572797,0.0047512185310093,0.14285714285714285,0.0,14,15
+25,15,259,18246,37,11180,1.419489203113011,0.330948121645796,8,3,0,1.203488435111397,1.065923073787978,0.3691779986073167,0.6938775510204082,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.5199246551519724,1.723788823905225,0.0039839507740548,0.00274943791461,0.2,,15,15
+25,15,256,18246,521,11180,1.4030472432313932,4.660107334525939,0,0,0,3.266168943433534,2.901251675601349,0.4678571428571427,0.673469387755102,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,2.23611322901312,3.626853061382072,,,0.0,1.0,14,15
+25,15,166,36759,313,36759,0.4515900867814685,0.8514921515819255,0,0,0,0.6931436100131753,0.638471299985244,-0.2185255333020256,0.3571428571428571,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.2940268555407997,0.987433082484875,,,0.0,1.0,14,15
+25,15,980,8927,53,19085,10.977932116052424,0.2777050039297878,6,2,0,9.586000129254684,9.493823025284144,0.5951745003935672,0.8163265306122449,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,3.5778997545690627,16.34449434661031,0.2605030883147192,0.3176463610165602,0.07142857142857142,0.0,14,15
+25,15,79,8927,33,19085,0.8849557522123894,0.1729106628242075,5,3,0,1.0021834263831917,0.6654592134343968,-0.1290330868918777,0.4489795918367347,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.4344464423399605,0.9594101273203096,0.0005325095811495,0.0003561351234521,0.21428571428571427,1.0,14,15
+25,15,319,8927,2350,19085,3.5734289234905345,12.313335079905684,0,0,0,9.824069671405784,9.463628086725407,0.465952813776225,0.7755102040816326,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,6.279842117403912,12.73669638325707,0.2125743144350925,0.3461880668765059,0.0,1.0,12,15
+25,15,47,18246,129,11180,0.2575907048120135,1.1538461538461535,9,5,0,0.7612085212424202,0.6860459676109226,0.7154047038013914,0.8571428571428571,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.3171500352556098,1.0794792083532974,0.0643223745553591,0.0691778206552082,0.3333333333333333,0.6666666666666666,12,15
+25,15,29,1836,19,1936,1.579520697167756,0.981404958677686,14,5,0,2.5728741782065,1.7709376919142807,-0.0481481481481481,0.4591836734693877,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.9987357941912808,2.5828794644239994,0.1001905889539954,0.0293505194705154,0.4,0.8,10,15
+25,15,86,36759,32,36759,0.233956310019315,0.0870535107048613,12,5,0,0.1812068511198946,0.1866312527667109,0.3312596833900955,0.6122448979591837,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.1155537848605577,0.2688534749889332,0.0023974703557312,0.0009054018445322,0.35714285714285715,1.0,14,15
+25,15,28,11520,8,3243,0.2430555555555555,0.2466851680542707,17,8,0,0.3741827851073356,0.3751119365789784,-0.3751599219687103,0.2244897959183673,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.2507499235489607,0.5026796074901287,0.0134908318174603,0.0081955242670894,0.5833333333333334,0.6666666666666666,12,15
+25,15,162,36759,46,36759,0.4407083979433608,0.1251394216382382,5,2,0,0.3544769433465085,0.3340622694407554,-0.2527423123867238,0.3877551020408163,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.2014396488121587,0.4711111111111111,0.0044501712779973,0.0012787351778656,0.13333333333333333,,15,15
+25,15,1315,8927,102,19085,14.730592584294836,0.5344511396384595,5,0,0,13.694854402350504,13.377191241441704,0.2321428571428571,0.5918367346938775,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,9.831207677566416,17.179387456435823,0.1419832343699768,0.0050346903464718,0.0,,15,15
+25,15,369,8927,31,11144,4.133527500840148,0.2781765972720746,9,5,0,3.300666799063944,3.283536506590399,0.0746269101747951,0.5,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,1.885356668002625,5.308985667956889,0.0358484677773065,0.0028417997866671,0.3333333333333333,,15,15
+25,15,116,24457,31,19298,0.4743018358752096,0.1606384081251943,8,2,0,0.4377318050279535,0.3695352267493749,0.0125111756839488,0.5102040816326531,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.1388874511319252,0.6634563793221697,0.00527503572797,0.0016917284723841,0.14285714285714285,1.0,14,15
+25,15,259,18246,28,17883,1.419489203113011,0.1565732818878264,7,2,0,1.3696098072016192,1.23671218566019,0.087578229787642,0.5714285714285714,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.6504007716869351,1.9567907155360436,0.0039839507740548,0.0014168575853518,0.13333333333333333,,15,15
+25,15,256,18246,221,17883,1.4030472432313932,1.2358105463289155,1,1,0,1.0861625075234087,0.8702110464476729,0.3999999999999999,0.5918367346938775,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.546363946998215,1.229023850983231,,,0.0,0.0,14,15
+25,15,166,36759,113,36759,0.4515900867814685,0.3074077096765418,1,1,0,0.4158102766798419,0.4525689833259553,-0.1071111015698798,0.4387755102040816,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.2051206285967241,0.8625555555555553,,,0.07142857142857142,1.0,14,15
+25,15,980,8927,3,11144,10.977932116052424,0.0269203158650394,23,13,0,9.747515831120143,9.68889895750909,0.3742825985226287,0.6428571428571429,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,4.08707090399016,16.295275964729964,0.2605030883147192,0.0764817807488148,0.8571428571428571,0.0,14,15
+25,15,79,8927,4,11144,0.8849557522123894,0.0358937544867193,21,11,0,1.050832213981238,0.7466839717616198,0.1329212820690906,0.5408163265306123,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.4898551898470394,1.074243194863399,0.0005325095811495,0.0,0.7142857142857143,0.0,14,15
+25,15,319,8927,298,11144,3.5734289234905345,2.6740847092605886,1,1,0,2.139048975000263,1.9739862675370117,0.5806488910134497,0.8571428571428571,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,0.7943754058603133,3.280026891433893,0.2125743144350925,0.1291936394698886,0.0,0.6666666666666666,12,15
+25,15,47,18246,16,17883,0.2575907048120135,0.0894704467930436,18,9,0,0.2236696120638425,0.2311282948327612,0.6995396972987273,0.8367346938775511,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.067911558852979,0.476648556654884,0.0643223745553591,0.0166420888891182,0.5,0.0,12,15
+25,15,29,1836,9,3130,1.579520697167756,0.2875399361022364,19,10,0,2.4614197024209874,1.7469146030294638,0.3247849012308154,0.5510204081632653,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.8371168785505517,2.7514661850933213,0.1001905889539954,0.0065041693617296,0.6,0.2,10,15
+25,15,86,36759,46,36759,0.233956310019315,0.1251394216382382,8,4,0,0.1758735177865612,0.176249077763022,0.1903993143606102,0.4489795918367347,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0999791205548177,0.2509694555112882,0.0023974703557312,0.0012787351778656,0.2857142857142857,1.0,14,15
+25,15,28,11520,57,7007,0.2430555555555555,0.8134722420436706,6,3,0,0.666946683350078,0.6158582285593099,0.302158273381295,0.5714285714285714,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.3257126010038032,0.9935603256010116,0.0134908318174603,0.0202669261374617,0.08333333333333333,0.3333333333333333,12,15
+25,15,162,36759,5,36759,0.4407083979433608,0.0136021110476345,21,11,0,0.4316837944664032,0.4391648221927106,0.0185089998756287,0.5204081632653061,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.3177568983325955,0.5733333333333335,0.0044501712779973,0.0001333333333333,0.7333333333333333,,15,15
+25,15,1315,8927,53,11144,14.730592584294836,0.4755922469490308,9,4,0,13.760374153277535,13.381852926836984,0.1928006170168496,0.5714285714285714,ji2025_chili,draw0,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,9.509496558480592,17.44571644703919,0.1419832343699768,0.0043794928372014,0.26666666666666666,,15,15
+25,15,369,8927,62,8541,4.133527500840148,0.7259103149514109,16,6,1,3.000609196430569,2.877971943802989,0.2719787938742503,0.5918367346938775,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,1.7330063893542336,4.409907293067987,0.0358484677773065,0.0073593998843124,0.4,,15,15
+25,15,116,24457,3,23531,0.4743018358752096,0.0127491394330882,23,13,0,0.5254855861408632,0.4665812677720255,-0.1992149314717217,0.4897959183673469,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.226242977138513,0.7668634624338678,0.00527503572797,0.0001261799539625,0.8571428571428571,0.0,14,15
+25,15,259,18246,4,18762,1.419489203113011,0.0213196887325445,23,13,0,1.5144092280873207,1.3689251285226385,0.446724391785073,0.6428571428571429,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.7662964353953561,2.1179507272939504,0.0039839507740548,0.000135515446242,0.8666666666666667,,15,15
+25,15,256,18246,83,18762,1.4030472432313932,0.4423835412002985,13,4,0,1.360288825493557,1.1154869563633247,0.1171218701504226,0.6122448979591837,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.6009619008480144,1.672505653589866,,,0.21428571428571427,0.0,14,15
+25,15,166,36759,184,36759,0.4515900867814685,0.500557686552953,14,4,0,0.7890803689064557,0.8065958388667552,-0.2411724648567729,0.4795918367346938,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.4109829570606464,1.2755976095617527,,,0.2857142857142857,1.0,14,15
+25,15,980,8927,5,8541,10.977932116052424,0.0585411544315653,24,14,1,10.166918289636856,10.356383803880403,0.1720052290384454,0.5714285714285714,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,4.261313439097058,16.933017297491773,0.2605030883147192,0.0010838264883937,0.9285714285714286,0.0,14,15
+25,15,79,8927,0,8541,0.8849557522123894,0.0,25,15,1,1.126007301819704,0.8316815970119109,,0.5,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.5582008834682829,1.1469801001506077,0.0005325095811495,0.0,1.0,0.0,14,15
+25,15,319,8927,0,8541,3.5734289234905345,0.0,25,15,1,3.4283300080654198,2.684335785830205,,0.5,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,1.1105082568094808,5.052452160511828,0.2125743144350925,0.0015294312169312,1.0,0.0,12,15
+25,15,47,18246,1,18762,0.2575907048120135,0.0053299221831361,24,14,0,0.2967730621262932,0.3003181407327921,0.4345675101331315,0.5714285714285714,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.09831332358816,0.610709945436984,0.0643223745553591,0.0043027548017015,0.9166666666666666,0.0,12,15
+25,15,29,1836,0,1132,1.579520697167756,0.0,25,15,4,2.6062706622356178,1.7667191828066282,,0.5,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,0.6853467753148816,2.945372945094644,0.1001905889539954,0.0,1.0,0.0,10,15
+25,15,86,36759,2,36759,0.233956310019315,0.0054408444190538,24,14,0,0.2344137022397892,0.2258314888593773,0.0930379796527256,0.5714285714285714,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.1383158477202302,0.3263904382470119,0.0023974703557312,5.333333333333333e-05,0.9285714285714286,0.0,14,15
+25,15,28,11520,118,13539,0.2430555555555555,0.871556244922077,14,6,0,0.6993423229113462,0.5544338324857787,0.3664781975374497,0.6326530612244898,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.1706454107687002,1.1740976953420652,0.0134908318174603,0.0382520252823635,0.25,0.0,12,15
+25,15,162,36759,0,36759,0.4407083979433608,0.0,25,15,0,0.4450171277997365,0.4547203777482663,,0.5,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.325810609414195,0.5867222222222221,0.0044501712779973,0.0,1.0,,15,15
+25,15,1315,8927,212,8541,14.730592584294836,2.4821449478983726,14,5,1,11.472436258244905,10.896776230398311,0.4155812095084494,0.673469387755102,ji2025_chili,draw0,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,7.725104212309915,14.122281544799767,0.1419832343699768,0.0240839307953677,0.3333333333333333,,15,15
+25,15,369,8927,147,9531,4.133527500840148,1.5423355366698144,0,0,0,2.443539281017174,2.4655137303459638,-0.3892857142857142,0.4081632653061224,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,1.0066916420100125,4.683045287539889,0.0358484677773065,0.0192517738422377,0.0,,15,15
+25,15,116,24457,34,22227,0.4743018358752096,0.1529671120709047,5,1,0,0.4335041742355278,0.3543390443572293,0.3392857142857142,0.673469387755102,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.1433732380098011,0.6523014464112896,0.00527503572797,0.0015621342416451,0.07142857142857142,1.0,14,15
+25,15,259,18246,35,17624,1.419489203113011,0.1985928279618701,5,2,0,1.3742554008343886,1.2115412300539956,-0.6076856760775161,0.2244897959183673,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.5958129163035538,1.9548967364247765,0.0039839507740548,0.0012073086690258,0.13333333333333333,,15,15
+25,15,256,18246,203,17624,1.4030472432313932,1.151838402178847,0,0,0,1.1043721378651146,0.7810376533305984,0.4714285714285713,0.7142857142857143,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.4805614139701499,1.1607333699754394,,,0.0,1.0,14,15
+25,15,166,36759,164,36759,0.4515900867814685,0.4461492423624146,2,1,0,0.4132700922266139,0.439235649992622,-0.1904762673574757,0.3163265306122449,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.1673601888741331,0.8800555555555555,,,0.07142857142857142,1.0,14,15
+25,15,980,8927,488,9531,10.977932116052424,5.120134298604554,2,1,0,8.216562879820131,7.727715137776037,0.7499999999999999,1.0,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,3.278119114481161,12.683216646347816,0.2605030883147192,0.1122189562143631,0.0,0.0,14,15
+25,15,79,8927,2,9531,0.8849557522123894,0.020984156961494,23,13,0,1.081048110829277,0.7615577050760387,-0.253546276418555,0.4285714285714285,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.4913984339215431,1.0968163579474317,0.0005325095811495,7.312614259597807e-05,0.8571428571428571,0.0,14,15
+25,15,319,8927,30,9531,3.5734289234905345,0.3147623544224111,12,5,0,2.859354834597644,2.188532251026189,0.5730537678409104,0.8367346938775511,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,0.7648795316616538,4.405923190620063,0.2125743144350925,0.0657393036364515,0.25,0.3333333333333333,12,15
+25,15,47,18246,5,17624,0.2575907048120135,0.0283704039945528,21,12,0,0.2779711807278633,0.2829542891035005,0.6097675093679181,0.7142857142857143,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.0916392926624645,0.5694647935482449,0.0643223745553591,0.0168286408553062,0.75,0.0,12,15
+25,15,29,1836,14,2735,1.579520697167756,0.5118829981718465,15,7,0,2.533890975803213,1.692780014709497,-0.0383369755190196,0.5714285714285714,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.8042038165709754,2.8007946672528328,0.1001905889539954,0.0122404946330954,0.4,0.4,10,15
+25,15,86,36759,60,36759,0.233956310019315,0.1632253325716151,6,3,0,0.1839367588932806,0.1659023166592888,0.206121363525231,0.5816326530612245,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,HSPC,markers,0.1236800944370665,0.2155555555555555,0.0023974703557312,0.0016781027667984,0.21428571428571427,1.0,14,15
+25,15,28,11520,22,11547,0.2430555555555555,0.1905256776651944,12,4,0,0.2672397746946749,0.2831142553483649,-0.3182686978462962,0.3163265306122449,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.1829742507757695,0.3918433594904943,0.0134908318174603,0.0065754990343254,0.25,0.6666666666666666,12,15
+25,15,162,36759,2,36759,0.4407083979433608,0.0054408444190538,24,14,0,0.4396837944664032,0.4502759333038219,-0.1862432186284849,0.4285714285714285,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.3249825143868968,0.5777777777777777,0.0044501712779973,5.333333333333333e-05,0.9333333333333333,,15,15
+25,15,1315,8927,517,9531,14.730592584294836,5.424404574546218,1,1,0,9.628336007122911,8.980226473902833,0.1197498244035105,0.4897959183673469,ji2025_chili,draw0,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,5.293050257770688,12.861632757274831,0.1419832343699768,0.0485585147161194,0.06666666666666667,,15,15
+26,15,430,10740,43,20736,4.003724394785848,0.2073688271604938,3,0,0,3.559784415021476,3.556261525532736,0.3214285714285714,0.673469387755102,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,2.299105977666787,5.204367984123249,0.0371760553678162,0.0022314857562263,0.0,,15,15
+26,15,129,24519,62,12222,0.5261225988009299,0.5072819505809196,5,3,0,0.5604575618262444,0.3846479763549332,0.6349798768642984,0.8367346938775511,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.1937177358238034,0.652303528022544,0.0055156374083236,0.0051867733338457,0.07692307692307693,0.0,13,15
+26,15,265,18114,44,11353,1.4629568289720658,0.3875627587421826,7,2,0,1.196670667777489,1.0996013377087837,0.2109026758151379,0.6224489795918368,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.546815477040027,1.7697278626276969,0.0038919293137732,0.0028132196387735,0.13333333333333333,,15,15
+26,15,278,18114,565,11353,1.5347245224688086,4.9766581520303,0,0,0,3.491589569508617,3.110630019763288,0.4107142857142856,0.6938775510204082,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,2.4346589604987194,3.7959250766003887,,,0.0,,15,15
+26,15,218,39000,367,39000,0.558974358974359,0.941025641025641,0,0,0,0.782051282051282,0.8377777777777776,-0.4734967784464844,0.2857142857142857,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.5221666666666667,1.1733888888888884,,,0.0,,15,15
+26,15,1675,10740,66,20736,15.595903165735567,0.318287037037037,5,1,0,11.060733445918157,11.60263009523578,0.7524578518489243,0.9387755102040816,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,5.189343950122658,18.110792975280496,0.2493671837998987,0.3282460135026364,0.0,0.5,13,15
+26,15,88,10740,38,20736,0.819366852886406,0.1832561728395061,5,2,0,0.8116433141961676,0.6460353217642262,0.0089365540599634,0.4285714285714285,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.3831935263298804,0.9070813011210668,0.0013235804563741,0.0002019098294455,0.13333333333333333,,15,15
+26,15,305,10740,2474,20736,2.839851024208566,11.930941358024691,0,0,0,9.650371941926942,9.424182218195767,0.3464285714285713,0.7346938775510204,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,6.58010125741669,12.679437502710249,0.2064386716145329,0.3397935483847396,0.0,1.0,14,15
+26,15,44,18114,137,11353,0.2429060395274373,1.206729498810887,6,3,0,0.9159770517645228,0.8060820632061697,0.3851774581889835,0.7142857142857143,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.3990236537765288,1.3531121585023165,0.0676158881896361,0.0678700739409443,0.18181818181818182,0.75,11,15
+26,15,33,2129,22,2075,1.550023485204321,1.0602409638554218,13,3,0,2.005624760540175,1.2156406611398265,0.1165923502716932,0.5714285714285714,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.5521127906938961,1.8986563078662413,0.102705012738549,0.0346959912337806,0.23076923076923078,1.0,13,15
+26,15,102,39000,29,39000,0.2615384615384615,0.0743589743589743,12,5,0,0.1923076923076923,0.1777777777777777,0.7544935870172332,0.8809523809523809,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.1,0.2622222222222222,0.0026153846153846,0.0007435897435897,0.2857142857142857,0.0,14,15
+26,15,24,11099,7,3143,0.2162356969096315,0.22271714922049,19,9,0,0.328040677891921,0.3196535380376977,-0.3679348217522381,0.1836734693877551,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.2127595172188915,0.4278585322033781,0.012856047128829,0.007280483812746,0.6363636363636364,0.5,11,15
+26,15,200,39000,46,39000,0.5128205128205128,0.1179487179487179,3,1,0,0.4256410256410256,0.4311111111111111,-0.071911670125041,0.3877551020408163,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.2755000000000001,0.5755555555555556,0.0051282051282051,0.0011794871794871,0.07142857142857142,1.0,14,15
+26,15,1608,10740,115,20736,14.972067039106143,0.5545910493827161,4,0,0,13.331664397910934,12.732594366100408,0.2357142857142856,0.6122448979591837,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,9.444772210433038,16.27989556170224,0.1385224171268769,0.0052057731477675,0.0,,15,15
+26,15,430,10740,23,10939,4.003724394785848,0.2102568790565865,8,2,0,3.5451352647555834,3.5435057603648783,0.216264608251116,0.5918367346938775,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,2.227670649586171,5.105667012718616,0.0371760553678162,0.0022307755947543,0.13333333333333333,,15,15
+26,15,129,24519,62,20503,0.5261225988009299,0.3023947714968541,5,2,0,0.4622652219288415,0.328730526587637,0.4624329159212879,0.8061224489795918,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.1220391891083784,0.6145989584587817,0.0055156374083236,0.0029331625526094,0.07692307692307693,0.5,13,15
+26,15,265,18114,51,18385,1.4629568289720658,0.2774000543921675,6,1,0,1.2627923613339065,1.1931619038312289,0.4642857142857142,0.8775510204081632,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.6625232417886849,1.847786665085507,0.0038919293137732,0.0022709821656316,0.06666666666666667,,15,15
+26,15,278,18114,329,18385,1.5347245224688086,1.78950231166712,0,0,0,1.0827681091499717,0.7538276387646761,0.4392857142857142,0.7346938775510204,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.4354055889087195,1.1087755294388166,,,0.0,,15,15
+26,15,218,39000,250,39000,0.558974358974359,0.6410256410256411,1,1,0,0.5641025641025641,0.6088888888888888,0.1868829789693904,0.5816326530612245,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.3175555555555555,0.9622777777777776,,,0.06666666666666667,,15,15
+26,15,1675,10740,9,10939,15.595903165735567,0.082274430935186,20,10,0,11.196039937865455,11.77345842823569,0.525644956181249,0.7857142857142857,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,5.437012680085542,18.856247681851208,0.2493671837998987,0.1401784340855862,0.6153846153846154,0.0,13,15
+26,15,88,10740,7,10939,0.819366852886406,0.0639912240607002,21,10,0,0.8801905982681817,0.7465533465059314,-0.0489029743896946,0.4693877551020408,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.5095722416559252,1.018405226253312,0.0013235804563741,0.0,0.6666666666666666,,15,15
+26,15,305,10740,397,10939,2.839851024208566,3.629216564585428,2,1,0,2.64667338934972,2.6712090952885403,0.4714285714285713,0.7959183673469388,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,1.534848938425473,3.9145865119081,0.2064386716145329,0.1489322197526065,0.07142857142857142,1.0,14,15
+26,15,44,18114,26,18385,0.2429060395274373,0.1414196355724775,19,9,0,0.2181185124489092,0.2134844954697301,0.3130495168499706,0.5918367346938775,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.1069819107225911,0.3610615923380659,0.0676158881896361,0.0169227842456154,0.5454545454545454,0.25,11,15
+26,15,33,2129,24,4412,1.550023485204321,0.543970988213962,11,3,0,2.0116650639193936,1.3982138630724823,0.2672655413920352,0.673469387755102,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.6726572346022464,2.14302128158292,0.102705012738549,0.0120852334989753,0.15384615384615385,0.5,13,15
+26,15,102,39000,20,39000,0.2615384615384615,0.0512820512820512,15,4,0,0.2307692307692307,0.2177777777777777,0.2301028456227864,0.4880952380952381,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.1155555555555555,0.3267222222222222,0.0026153846153846,0.0005128205128205,0.21428571428571427,0.0,14,15
+26,15,24,11099,24,5634,0.2162356969096315,0.4259850905218317,14,5,0,0.3990506787957982,0.4135588466997685,0.1357855310322511,0.4489795918367347,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.2059776652273203,0.6801983397888989,0.012856047128829,0.0122376230814604,0.36363636363636365,0.75,11,15
+26,15,200,39000,10,39000,0.5128205128205128,0.0256410256410256,20,10,0,0.4871794871794872,0.4933333333333333,0.6434213687725576,0.7346938775510204,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.3577777777777778,0.6444999999999999,0.0051282051282051,0.0002564102564102,0.6428571428571429,0.0,14,15
+26,15,1608,10740,43,10939,14.972067039106143,0.3930889478014444,8,2,0,13.447105936562524,12.865662180956914,0.1394102433354301,0.5204081632653061,ji2025_chili,draw1,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,9.753307939873434,16.489635794509905,0.1385224171268769,0.0040513577612516,0.13333333333333333,,15,15
+26,15,430,10740,23,8582,4.003724394785848,0.2680027965509205,16,7,0,3.5005425559036927,3.519360726159413,0.0564692439315782,0.5510204081632653,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,2.2006630084551846,4.998750108247336,0.0371760553678162,0.0031093589762907,0.4666666666666667,,15,15
+26,15,129,24519,1,23478,0.5261225988009299,0.0042593065848879,25,14,0,0.5475236632628805,0.502913112791937,0.3095713135288532,0.5714285714285714,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.2442151056678574,0.8588590044633932,0.0055156374083236,4.040077569489334e-05,0.9230769230769231,0.0,13,15
+26,15,265,18114,5,19692,1.4629568289720658,0.0253910217347146,23,12,0,1.484096199832809,1.4268543627251746,0.2042305430213987,0.5918367346938775,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.8282447649513268,2.1056263462291955,0.0038919293137732,0.0,0.8,,15,15
+26,15,278,18114,100,19692,1.5347245224688086,0.507820434694292,11,4,0,1.3176543514867645,1.3125513701463545,0.061263747463298,0.6122448979591837,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.810906147801606,1.9260972386263653,,,0.26666666666666666,,15,15
+26,15,218,39000,30,39000,0.558974358974359,0.0769230769230769,16,7,0,0.5128205128205128,0.6466666666666665,-0.0009475510824107,0.4183673469387755,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.2377777777777778,1.1333333333333333,,,0.4666666666666667,,15,15
+26,15,1675,10740,7,8582,15.595903165735567,0.0815660685154975,24,13,0,11.185331545577007,11.802070918786177,0.44712378783426,0.6428571428571429,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,5.069225972889204,18.212178288677453,0.2493671837998987,0.0018323566043601,0.8461538461538461,0.0,13,15
+26,15,88,10740,0,8582,0.819366852886406,0.0,26,15,0,0.9480446989898192,0.8222844176424396,,0.5,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.5595737922407903,1.0731489142641808,0.0013235804563741,0.0,1.0,,15,15
+26,15,305,10740,0,8582,2.839851024208566,0.0,26,15,0,3.1756525694412607,2.544811782661541,,0.5,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,1.0161942244511364,4.721900957274394,0.2064386716145329,0.0012157944619531,1.0,0.0,14,15
+26,15,44,18114,0,19692,0.2429060395274373,0.0,26,15,0,0.2647694551250238,0.2534750660834103,,0.5,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.0931012223155155,0.4724550359347602,0.0676158881896361,0.000299254830325,1.0,0.0,11,15
+26,15,33,2129,0,1835,1.550023485204321,0.0,26,15,0,2.2181322800682284,1.8259965915183256,,0.5,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,1.1320290399530966,2.629452581084462,0.102705012738549,0.0,1.0,0.0,13,15
+26,15,102,39000,1,39000,0.2615384615384615,0.0025641025641025,25,14,0,0.258974358974359,0.2555555555555555,0.2793648279427274,0.5714285714285714,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.1511111111111111,0.3644444444444444,0.0026153846153846,2.564102564102564e-05,0.9285714285714286,0.0,14,15
+26,15,24,11099,37,14597,0.2162356969096315,0.2534767417962595,15,6,0,0.3244084716183145,0.2544531602185743,0.1172410105102073,0.4081632653061224,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.1602444564437736,0.3675638126095842,0.012856047128829,0.021813496432506,0.36363636363636365,0.5,11,15
+26,15,200,39000,4,39000,0.5128205128205128,0.0102564102564102,22,11,0,0.5025641025641026,0.5111111111111112,0.2267352484764525,0.5204081632653061,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.3510555555555556,0.6799999999999999,0.0051282051282051,0.0001025641025641,0.7142857142857143,0.0,14,15
+26,15,1608,10740,341,8582,14.972067039106143,3.973432766254952,13,5,0,15.4142574185569,13.808777707931176,0.4327988156347182,0.673469387755102,ji2025_chili,draw1,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,9.997660535431974,17.862787736621893,0.1385224171268769,0.0491165767956888,0.3333333333333333,,15,15
+26,15,430,10740,61,11120,4.003724394785848,0.5485611510791367,3,1,0,3.2662437190141915,3.248279330897799,0.0357142857142857,0.4897959183673469,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,1.9321511956113064,4.917807996840422,0.0371760553678162,0.0062392508505284,0.06666666666666667,,15,15
+26,15,129,24519,55,23737,0.5261225988009299,0.2317057757930656,6,2,0,0.4162211866026568,0.3498443506324491,0.4874776386404292,0.7142857142857143,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.1351417499998343,0.6498071921975733,0.0055156374083236,0.0023140620836248,0.07692307692307693,0.5,13,15
+26,15,265,18114,43,18729,1.4629568289720658,0.229590474664958,10,5,0,1.2905480913835137,1.233448981233818,0.6473797410334441,0.8367346938775511,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.7054308229263453,1.8614159771243493,0.0038919293137732,0.0013015637947868,0.3333333333333333,,15,15
+26,15,278,18114,307,18729,1.5347245224688086,1.6391692028405147,0,0,0,1.0678342784523442,0.8395037142057971,0.4642857142857142,0.7755102040816326,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.5036861349228545,1.2653647685670195,,,0.0,,15,15
+26,15,218,39000,124,39000,0.558974358974359,0.3179487179487179,2,1,0,0.4769230769230769,0.5622222222222224,-0.1307510266701095,0.3877551020408163,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.1954999999999999,1.0956666666666668,,,0.06666666666666667,,15,15
+26,15,1675,10740,148,11120,15.595903165735567,1.330935251798561,6,0,0,10.660105541337789,10.764087322186215,0.6648796220612823,0.8163265306122449,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,4.464845851651424,17.14344768172251,0.2493671837998987,0.1209026754301126,0.0,1.0,13,15
+26,15,88,10740,0,11120,0.819366852886406,0.0,26,15,0,0.9480446989898192,0.8222844176424396,,0.5,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.5785391204707887,1.1202774188820612,0.0013235804563741,0.0,1.0,,15,15
+26,15,305,10740,180,11120,2.839851024208566,1.618705035971223,3,2,0,2.1652939272878102,1.8784351834645503,0.6487938247533481,0.8571428571428571,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,0.9439167170593584,3.169994578160241,0.2064386716145329,0.1304160606818691,0.14285714285714285,1.0,14,15
+26,15,44,18114,28,18729,0.2429060395274373,0.1495007742004378,16,9,0,0.2318692380399019,0.2141045261364614,0.2947544152158813,0.5306122448979592,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.1109802922046608,0.343750458748542,0.0676158881896361,0.0327242386279072,0.5454545454545454,0.25,11,15
+26,15,33,2129,8,2438,1.550023485204321,0.3281378178835111,19,9,0,2.074318055036815,1.4343287017650015,0.4234352922694413,0.8163265306122449,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.785607371136086,2.2073040766020955,0.102705012738549,0.0168017192346172,0.5384615384615384,0.0,13,15
+26,15,102,39000,38,39000,0.2615384615384615,0.0974358974358974,6,3,0,0.2102564102564102,0.2066666666666667,0.2110847186307012,0.5952380952380952,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,HSPC,markers,0.1333333333333333,0.2867222222222222,0.0026153846153846,0.0009743589743589,0.21428571428571427,1.0,14,15
+26,15,24,11099,44,12048,0.2162356969096315,0.3652058432934927,4,1,0,0.2954379106690999,0.2278917201947124,0.2486587397039742,0.5306122448979592,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.1254512148163426,0.3471167108478235,0.012856047128829,0.0099286940144828,0.0,0.75,11,15
+26,15,200,39000,2,39000,0.5128205128205128,0.0051282051282051,24,13,0,0.5076923076923077,0.5177777777777778,0.2277752657022801,0.5,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.362111111111111,0.6711666666666666,0.0051282051282051,5.128205128205128e-05,0.8571428571428571,0.0,14,15
+26,15,1608,10740,404,11120,14.972067039106143,3.633093525179856,0,0,0,10.426416833152247,9.508744270074146,0.2107142857142857,0.5102040816326531,ji2025_chili,draw1,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,6.241933944266683,12.957948857193845,0.1385224171268769,0.0351981041094601,0.0,,15,15
+26,15,368,10559,36,20699,3.4851785206932475,0.173921445480458,6,1,0,3.2861728939387755,2.885902005822803,0.2821428571428571,0.6122448979591837,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,1.978208323514334,3.866139660978562,0.0348148864148875,0.0019531574754997,0.06666666666666667,,15,15
+26,15,116,23782,66,11704,0.4877638550163989,0.5639097744360902,4,3,0,0.4458869278988701,0.3615817644168933,0.4838740758445414,0.7959183673469388,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.2291216078420404,0.5018472741741271,0.0049922886121647,0.0057675195506262,0.14285714285714285,0.0,14,15
+26,15,252,17712,39,10921,1.4227642276422765,0.3571101547477337,7,3,0,1.2134723351139167,1.1106678629027162,0.3440882317116738,0.6224489795918368,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.6009521877679084,1.6801998213463856,0.0036584649448811,0.0029884873169507,0.2,,15,15
+26,15,268,17712,519,10921,1.5130984643179766,4.7523120593352255,0,0,0,3.292838724107261,2.964679011095147,0.4964285714285714,0.7551020408163265,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,2.280477805905205,3.664637228210925,,,0.0,,15,15
+26,15,157,38259,334,38259,0.4103609608196764,0.8729972032724326,0,0,0,0.6844937671024627,0.6325335694259997,-0.4777380243801921,0.2916666666666667,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.3042162461266047,0.9962537996163494,,,0.0,,15,15
+26,15,1759,10559,65,20699,16.658774505161475,0.3140248321174936,5,2,0,13.03155549124382,12.635944899414008,0.6026927644813679,0.7755102040816326,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,5.909876550213658,19.650313723952596,0.2655761691865181,0.3258081179832212,0.0,0.3333333333333333,12,15
+26,15,87,10559,41,20699,0.8239416611421536,0.1980772017971882,3,1,0,0.8598092888593504,0.6206082566848854,-0.0893655405996347,0.5306122448979592,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.3879270292489264,0.860483421970861,0.0004978518903987,0.0002925161715693,0.07692307692307693,1.0,13,15
+26,15,284,10559,2315,20699,2.689648640969789,11.184115174646118,0,0,0,9.38089820534191,8.771952600350462,0.2663093109869114,0.673469387755102,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,5.948622913456092,11.979937485750757,0.1705690034681281,0.3275153640767885,0.0,1.0,13,15
+26,15,40,17712,122,10921,0.2258355916892502,1.1171138174159876,9,5,0,0.7104249217574223,0.6624010931205314,0.4562100086763342,0.6938775510204082,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.2715491859935788,1.1948065428432542,0.0604812021973879,0.0649558281889537,0.375,0.7142857142857143,8,15
+26,15,36,2258,21,2008,1.5943312666076173,1.045816733067729,14,4,0,2.195996704557302,1.8763541760012583,0.1081818181818182,0.6530612244897959,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.7722338069126368,3.5633796770120623,0.1121777197320734,0.0318439538773919,0.2727272727272727,0.75,11,15
+26,15,125,38259,40,38259,0.3267205102067487,0.1045505632661596,10,4,0,0.2815040032431337,0.2708986277113768,0.6014760380128592,0.8061224489795918,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.1488888888888889,0.3993625498007968,0.0034804905239687,0.0010757069017938,0.21428571428571427,0.0,14,15
+26,15,20,11704,9,3187,0.1708817498291182,0.2823972387825541,17,7,0,0.36898393995856,0.2978296204575664,0.167142178807469,0.7142857142857143,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.1868684221178509,0.4274444376744857,0.0118177224605866,0.0082810690959755,0.45454545454545453,0.5,11,15
+26,15,183,38259,51,38259,0.4783188269426801,0.1333019681643535,5,2,0,0.3641025641025641,0.3673601888741331,-0.3929617859739562,0.3775510204081632,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.247998155526044,0.502950420540062,0.0047173406303841,0.0013327252457687,0.13333333333333333,,15,15
+26,15,1621,10559,108,20699,15.351832559901506,0.521764336441374,4,0,0,14.896288734747133,14.690781477117069,0.2821428571428571,0.5714285714285714,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,11.404049601328223,18.0213202818488,0.1539003246485377,0.0049374373010664,0.0,,15,15
+26,15,368,10559,25,12271,3.4851785206932475,0.2037323771493766,8,3,0,3.291425393714684,2.8901620074598093,0.0071685048273265,0.5510204081632653,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,1.9454528440862864,3.92010631833926,0.0348148864148875,0.0019006324777406,0.2,,15,15
+26,15,116,23782,30,18983,0.4877638550163989,0.1580361375967971,9,2,0,0.3751019499735579,0.3389235345925296,0.3717606488944804,0.6632653061224489,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.1781039453707047,0.5265252467909945,0.0049922886121647,0.0015356019238791,0.07142857142857142,0.0,14,15
+26,15,252,17712,23,17615,1.4227642276422765,0.1305705364745955,14,5,0,1.4254962549714352,1.295691523587814,0.1382046638161285,0.4285714285714285,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.6983697041498333,1.9281602141871732,0.0036584649448811,0.000997660628086,0.3333333333333333,,15,15
+26,15,268,17712,169,17615,1.5130984643179766,0.959409594095941,1,1,0,0.9046339241117216,0.7463827934917528,0.532142857142857,0.6122448979591837,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.4321634838589664,1.1203477812737788,,,0.06666666666666667,,15,15
+26,15,157,38259,134,38259,0.4103609608196764,0.3502443869416346,2,1,0,0.3460322286409243,0.3940622694407555,-0.182999850544083,0.4583333333333333,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.1784530765825586,0.7600182234026855,,,0.06666666666666667,,15,15
+26,15,1759,10559,9,12271,16.658774505161475,0.0733436557737755,19,10,0,13.16391806661044,12.864629940774526,0.2560620997442156,0.5918367346938775,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,6.500241162911151,19.9456186981632,0.2655761691865181,0.1070020281418749,0.75,0.6666666666666666,12,15
+26,15,87,10559,6,12271,0.8239416611421536,0.0488957705158503,20,9,0,0.913130661192353,0.6893965328902549,0.125014229146216,0.5510204081632653,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.4230019919538006,0.9593266530596858,0.0004978518903987,0.0001439908369467,0.5384615384615384,0.0,13,15
+26,15,284,10559,375,12271,2.689648640969789,3.0559856572406487,2,1,0,2.2094296543480256,2.179803987124906,0.2877570407308238,0.6326530612244898,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,1.2111725121411046,3.2963380850833817,0.1705690034681281,0.1337772054558268,0.0,0.5,13,15
+26,15,40,17712,19,17615,0.2258355916892502,0.1078626170877093,20,10,0,0.2242458826286862,0.1931863650381429,0.5647896438251608,0.7346938775510204,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.036097165619551,0.3870759762515341,0.0604812021973879,0.0160881077243952,0.5,0.14285714285714285,8,15
+26,15,36,2258,13,3383,1.5943312666076173,0.3842743127401714,16,8,0,2.28274235163016,2.1766304861094574,0.0801307182618956,0.6224489795918368,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.9946911933863308,3.779991423099093,0.1121777197320734,0.0085674939086186,0.5454545454545454,0.5,11,15
+26,15,125,38259,16,38259,0.3267205102067487,0.0418202253064638,17,8,0,0.3301611432046215,0.3064187693669766,0.2552023269517271,0.6530612244897959,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.1755555555555555,0.4578209384683487,0.0034804905239687,0.0004352893483328,0.5714285714285714,1.0,14,15
+26,15,20,11704,15,6278,0.1708817498291182,0.2389295954125517,17,6,0,0.3454241414150507,0.2209136574085964,-0.093048421039847,0.4795918367346938,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.1293887173951268,0.3105587509011428,0.0118177224605866,0.0101775550955978,0.36363636363636365,0.5,11,15
+26,15,183,38259,7,38259,0.4783188269426801,0.0182963485715779,19,9,0,0.4537853450896929,0.4598937583001328,0.1879184868069535,0.4897959183673469,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.3310022133687472,0.5756666666666665,0.0047173406303841,0.0001794871794871,0.6,,15,15
+26,15,1621,10559,31,12271,15.351832559901506,0.2526281476652269,9,3,0,15.129575222207992,14.953747490930658,0.2329764068881125,0.5306122448979592,ji2025_chili,draw2,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,11.32702249797794,18.400866148902544,0.1539003246485377,0.0026045724264578,0.2,,15,15
+26,15,368,10559,20,8136,3.4851785206932475,0.2458210422812192,23,12,1,3.5676803354919024,3.239569397341412,-0.0458724176387443,0.5510204081632653,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,2.372970419124692,4.366805483449638,0.0348148864148875,0.0015907612405428,0.8,,15,15
+26,15,116,23782,1,26784,0.4877638550163989,0.0037335722819593,25,14,0,0.4951887836469857,0.449171717560665,0.3092947870658709,0.5714285714285714,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.2639168891395944,0.6742337873690403,0.0049922886121647,4.040077569489334e-05,0.9285714285714286,0.0,14,15
+26,15,252,17712,2,21280,1.4227642276422765,0.0093984962406015,25,14,0,1.52403919081384,1.408713033642137,0.371153744479045,0.5714285714285714,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.7796752428733973,2.0809379208291623,0.0036584649448811,0.0,0.9333333333333333,,15,15
+26,15,268,17712,51,21280,1.5130984643179766,0.2396616541353383,19,9,0,1.4093838021892182,1.3170509099426344,0.2981544966893907,0.6836734693877551,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.8688121349503924,1.7762273406909368,,,0.6,,15,15
+26,15,157,38259,29,38259,0.4103609608196764,0.0757991583679657,20,10,0,0.348474713692105,0.3954847277556441,0.3971079633576109,0.6875,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.1975635236830455,0.6908886675520142,,,0.6666666666666666,,15,15
+26,15,1759,10559,8,8136,16.658774505161475,0.0983284169124877,24,13,1,13.534078770315682,13.636810579549064,0.2852041315588511,0.6428571428571429,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,6.8472393742834265,20.262483588006702,0.2655761691865181,0.0030422992952656,0.8333333333333334,0.0,12,15
+26,15,87,10559,0,8136,0.8239416611421536,0.0,26,15,1,0.9938342813318098,0.7822810919618413,,0.5,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.5075450775163808,1.0465493520229774,0.0004978518903987,0.0,1.0,0.0,13,15
+26,15,284,10559,0,8136,2.689648640969789,0.0,26,15,1,2.746196278508434,2.1344232852802163,,0.5,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,0.7306461108629441,4.366168531231296,0.1705690034681281,8.869179600886918e-05,1.0,0.0,13,15
+26,15,40,17712,0,21280,0.2258355916892502,0.0,26,15,0,0.3034846558385431,0.2700646305101347,,0.5,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.0455717097179784,0.5322457841509673,0.0604812021973879,0.0002488954790292,1.0,0.0,8,15
+26,15,36,2258,0,685,1.5943312666076173,0.0,26,15,3,2.537837704179244,2.447662932025449,,0.5,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,1.0657250714084816,4.173048556385664,0.1121777197320734,0.0015468523711213,1.0,0.0,11,15
+26,15,125,38259,0,38259,0.3267205102067487,0.0,26,15,0,0.3480490523968784,0.3300988638040431,,0.5,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.1711111111111111,0.4979804485760661,0.0034804905239687,0.0,1.0,0.0,14,15
+26,15,20,11704,63,12079,0.1708817498291182,0.5215663548306979,15,6,0,0.543975943162205,0.4079853487233993,0.2828671999611351,0.6632653061224489,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.1304303870564438,0.8503518266887904,0.0118177224605866,0.0168654310593842,0.36363636363636365,0.5,11,15
+26,15,183,38259,1,38259,0.4783188269426801,0.0026137640816539,25,14,0,0.4691699604743083,0.4761782499631105,-0.2481012790739349,0.4285714285714285,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.3561226944075549,0.6044444444444445,0.0047173406303841,2.564102564102564e-05,0.9333333333333333,,15,15
+26,15,1621,10559,48,8136,15.351832559901506,0.5899705014749262,14,6,1,14.370019984250408,13.812355825838996,0.249501207603651,0.6326530612244898,ji2025_chili,draw2,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,10.265242332011262,17.263495761650766,0.1539003246485377,0.0076739672493395,0.4,,15,15
+26,15,368,10559,86,5598,3.4851785206932475,1.5362629510539478,3,0,0,2.3290813196901707,1.9391141364603983,-0.5392857142857141,0.2653061224489796,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,1.0532409413315402,3.082088949917446,0.0348148864148875,0.0182329925136535,0.0,,15,15
+26,15,116,23782,36,28187,0.4877638550163989,0.1277184517685458,7,3,0,0.4082481907843669,0.35804497000302,0.358425241366327,0.7142857142857143,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.1885773321784368,0.5614002330894775,0.0049922886121647,0.0013081297707533,0.14285714285714285,0.0,14,15
+26,15,252,17712,34,25389,1.4227642276422765,0.133916262948521,5,1,0,1.414176371199115,1.2829787000577184,0.1107142857142856,0.5714285714285714,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.6954800227342489,1.988681620834928,0.0036584649448811,0.0012018449684599,0.06666666666666667,,15,15
+26,15,268,17712,176,25389,1.5130984643179766,0.693213596439403,0,0,0,1.2990108456194716,1.0656620882160095,0.4785714285714285,0.7346938775510204,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.6318166400393641,1.568943669784439,,,0.0,,15,15
+26,15,157,38259,336,38259,0.4103609608196764,0.8782247314357406,0,0,0,0.7459106111280024,0.7324627416260883,-0.0793190994677036,0.4583333333333333,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.4511111111111111,1.1111449018739854,,,0.0,,15,15
+26,15,1759,10559,13,5598,16.658774505161475,0.2322257949267595,17,7,0,12.95138769585591,12.693446560468702,0.3400320400839585,0.6122448979591837,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,6.390024267067755,19.254737816017283,0.2655761691865181,0.073249154391296,0.4166666666666667,0.3333333333333333,12,15
+26,15,87,10559,1,5598,0.8239416611421536,0.0178635226866738,25,14,0,0.9868794293606364,0.7174306064659726,0.1238285254115412,0.5714285714285714,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.4597240174059306,0.9934461867798536,0.0004978518903987,0.0,0.9230769230769231,0.0,13,15
+26,15,284,10559,46,5598,2.689648640969789,0.8217220435869954,8,2,0,1.781470825305335,1.663053522992406,0.1270125223613595,0.6530612244897959,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,0.5612548648346194,3.274650571096821,0.1705690034681281,0.1167382464621775,0.15384615384615385,1.0,13,15
+26,15,40,17712,17,25389,0.2258355916892502,0.0669581314742605,20,11,0,0.2510337936879266,0.2214661001840212,0.7295452198626643,0.7857142857142857,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.0421808090695404,0.4410023115538195,0.0604812021973879,0.0192401558084177,0.5,0.0,8,15
+26,15,36,2258,11,2094,1.5943312666076173,0.5253104106972302,16,8,0,1.9526396480003176,1.907087697176432,0.4094484262406622,0.7040816326530612,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.6865674335925085,3.722130835623765,0.1121777197320734,0.0217116772516143,0.45454545454545453,0.25,11,15
+26,15,125,38259,33,38259,0.3267205102067487,0.0862542146945816,12,4,0,0.332725245768724,0.3190231665928876,0.2417841964523336,0.7244897959183674,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,HSPC,markers,0.1844200236092666,0.4714040873542865,0.0034804905239687,0.0008711867842302,0.2857142857142857,1.0,14,15
+26,15,20,11704,27,14383,0.1708817498291182,0.1877216157964263,9,3,0,0.252234071185718,0.1919783351112957,0.0036166897482533,0.5714285714285714,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.118202682552011,0.2707757252427309,0.0118177224605866,0.0089249142249546,0.18181818181818182,0.75,11,15
+26,15,183,38259,0,38259,0.4783188269426801,0.0,26,15,0,0.4717340630384108,0.4784004721853326,,0.5,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.3577689243027889,0.6088888888888888,0.0047173406303841,0.0,1.0,,15,15
+26,15,1621,10559,246,5598,15.351832559901506,4.394426580921758,0,0,0,11.71830033829799,11.130976952181946,-0.0321428571428571,0.3265306122448979,ji2025_chili,draw2,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,7.724684904316394,14.550479387831247,0.1539003246485377,0.0379663227493466,0.0,,15,15
+25,15,361,9864,39,19387,3.659772911597729,0.201165729612627,5,1,0,3.1215709995848493,2.952577912834771,0.0821428571428571,0.5102040816326531,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,1.9353893565876892,3.892120796907901,0.0335390411392013,0.0023415796387293,0.06666666666666667,,15,15
+25,15,116,22908,60,11792,0.5063733193644142,0.508819538670285,5,3,0,0.5092968356183899,0.3762375051663987,0.3655937461936535,0.7346938775510204,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.2326301232769893,0.5546824352886286,0.0051369286997109,0.0051887740756979,0.21428571428571427,1.0,14,15
+25,15,240,17030,39,11015,1.4092777451556078,0.3540626418520199,8,4,0,1.2834865821296229,1.0910234121080946,0.4486668564223883,0.7142857142857143,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.5776181180672011,1.6434995614284906,0.0040283238180514,0.0028141625561052,0.26666666666666666,,15,15
+25,15,271,17030,517,11015,1.5913094539048738,4.693599636858829,0,0,0,3.168408859898989,2.883773809509195,0.782142857142857,0.9183673469387756,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,2.3245679599398827,3.46647933865021,,,0.0,,15,15
+25,15,222,36759,282,36759,0.6039337305149759,0.767159063086591,1,0,0,0.6504137022397891,0.6673601888741331,0.1345292020870032,0.5306122448979592,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.3116935222074664,1.09335067138852,,,0.0,1.0,14,15
+25,15,1459,9864,56,19387,14.791159772911598,0.288853355341208,6,2,0,11.806897502410198,11.15573559766057,0.638567333795735,0.7755102040816326,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,5.057602694974777,17.7047656798982,0.278396546737776,0.3207424676551014,0.0,0.3333333333333333,12,15
+25,15,76,9864,37,19387,0.7704785077047851,0.190849538350441,5,3,0,0.7609792588406387,0.603997726289623,0.1146960772372246,0.5714285714285714,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.3690538469741772,0.8739293644618689,0.0011228350721359,0.0003599723238307,0.21428571428571427,1.0,14,15
+25,15,296,9864,2332,19387,3.0008110300081103,12.028679011708878,0,0,0,9.682787929668638,9.331254336375578,0.4629135003061078,0.6530612244897959,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,6.570511017458152,12.924982215577888,0.20679631368708,0.3401201356623343,0.0,1.0,13,15
+25,15,50,17030,132,11015,0.2935995302407516,1.1983658647299138,6,3,0,0.8131967955206584,0.706364676369117,0.4849357967414738,0.7040816326530612,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.3684837852737906,1.1773100818038866,0.066931186769353,0.0675509848583381,0.2222222222222222,0.8333333333333334,9,15
+25,15,24,2345,19,1886,1.023454157782516,1.007423117709438,13,4,0,1.3652249407254375,1.212820137238957,0.1805139368173033,0.673469387755102,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.6503800777175975,1.926451672405788,0.0837184990694255,0.03404805798667,0.2222222222222222,0.6666666666666666,9,15
+25,15,101,36759,33,36759,0.2747626431622187,0.0897739329143883,11,5,0,0.2263504611330698,0.2139560277408883,0.4496025928679142,0.7285714285714285,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.1272893610742216,0.3013564999262209,0.0028495388669301,0.0009060342555994,0.35714285714285715,1.0,14,15
+25,15,26,11321,6,3161,0.2296616906633689,0.1898133502056311,19,9,0,0.3394476301192127,0.3255585116672327,-0.2871263806088852,0.3163265306122449,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.196774324990565,0.4630952660338568,0.013248738134767,0.0067887963340788,0.6666666666666666,0.5,9,15
+25,15,179,36759,46,36759,0.4869555755053184,0.1251394216382382,5,2,0,0.3758735177865612,0.3725335694259997,-0.0735086545653991,0.5476190476190477,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.2213868968570164,0.5317537996163494,0.0048774703557312,0.0012787351778656,0.13333333333333333,,15,15
+25,15,1342,9864,90,19387,13.605028386050284,0.46422860679837,5,0,0,12.749881982658136,12.10642623107197,0.3178571428571428,0.5510204081632653,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,9.416993806982362,14.783759806431153,0.1319096593029868,0.0044108394764054,0.0,,15,15
+25,15,361,9864,22,11459,3.659772911597729,0.191988829740815,11,3,0,3.105854713722064,2.869623586696151,-0.1003590675825715,0.4489795918367347,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,1.975164533690924,4.0089823975106285,0.0335390411392013,0.0024804940019806,0.2,,15,15
+25,15,116,22908,27,18858,0.5063733193644142,0.1431753102131721,9,4,0,0.4237928152446237,0.3783860747141151,0.4468649814969972,0.6530612244897959,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.1863408285029681,0.6121488485692191,0.0051369286997109,0.0014059394727478,0.2857142857142857,1.0,14,15
+25,15,240,17030,23,17605,1.4092777451556078,0.1306447032093155,11,5,0,1.4611459039989605,1.290774041308438,0.5055381123800491,0.7551020408163265,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.7625928739334744,1.941671798450995,0.0040283238180514,0.0011118988180747,0.3333333333333333,,15,15
+25,15,271,17030,207,17605,1.5913094539048738,1.1758023288838395,0,0,0,1.1000122212453882,0.8322916528112125,0.3857142857142856,0.673469387755102,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.481072393477168,1.2341402391721312,,,0.0,,15,15
+25,15,222,36759,144,36759,0.6039337305149759,0.3917407981718763,1,1,0,0.4664769433465086,0.5570134277703999,0.2992831541218638,0.6020408163265306,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.1999808912498155,1.0215689833259554,,,0.07142857142857142,1.0,14,15
+25,15,1459,9864,11,11459,14.791159772911598,0.0959944148704075,19,9,0,11.884438112786013,11.296320889713224,0.1496125364164908,0.5918367346938775,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,4.856837485647568,18.76207993175954,0.278396546737776,0.1140699370434994,0.5833333333333334,0.3333333333333333,12,15
+25,15,76,9864,5,11459,0.7704785077047851,0.0436338249410943,20,10,0,0.8573774083267156,0.747448662393931,-0.482651095063508,0.2857142857142857,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.5286775852456062,1.01800529520945,0.0011228350721359,0.0,0.7142857142857143,1.0,14,15
+25,15,296,9864,429,11459,3.0008110300081103,3.743782179945894,1,0,0,2.285355603914293,2.194960967066905,0.4057195543223416,0.6938775510204082,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,1.0751447957558549,3.539518775561016,0.20679631368708,0.1513387131665944,0.0,1.0,13,15
+25,15,50,17030,28,17605,0.2935995302407516,0.1590457256461232,14,5,0,0.2118562271962368,0.237148365511267,0.4582614181194623,0.673469387755102,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.1016479311321095,0.4446080530027113,0.066931186769353,0.0195230110936253,0.3333333333333333,0.6666666666666666,9,15
+25,15,24,2345,7,2894,1.023454157782516,0.2418797512093987,19,9,0,1.072203200698806,1.051623339516529,0.3495451590021211,0.6224489795918368,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.4557945614343378,1.779486175027031,0.0837184990694255,0.0067447849186287,0.5555555555555556,0.3333333333333333,9,15
+25,15,101,36759,21,36759,0.2747626431622187,0.0571288664000652,15,6,0,0.2264769433465085,0.2057960749594216,0.2728052361989069,0.6428571428571429,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.0955,0.3316259406817175,0.0028495388669301,0.0006381027667984,0.42857142857142855,1.0,14,15
+25,15,26,11321,23,6495,0.2296616906633689,0.3541185527328714,13,4,0,0.3236184258246737,0.3010882681127492,0.3349743157434494,0.6326530612244898,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.1714402407778611,0.4746154671394657,0.013248738134767,0.0100257037380696,0.2222222222222222,0.6666666666666666,9,15
+25,15,179,36759,6,36759,0.4869555755053184,0.0163225332571615,20,11,0,0.4717470355731225,0.4731916777335104,0.3586804036109755,0.7142857142857143,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.326663125276671,0.6331952191235061,0.0048774703557312,0.00016,0.7333333333333333,,15,15
+25,15,1342,9864,23,11459,13.605028386050284,0.2007155947290339,11,4,0,13.002911608978504,12.346857075281225,0.2018099916438052,0.5612244897959183,ji2025_chili,draw3,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,9.57171818997158,15.125630993374786,0.1319096593029868,0.0022785531634505,0.26666666666666666,,15,15
+25,15,361,9864,114,10012,3.659772911597729,1.138633639632441,15,6,1,2.4532288941109024,2.1278702833475878,0.4293218977684446,0.6938775510204082,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,1.5203961637650634,2.7535982434488835,0.0335390411392013,0.0146979368195879,0.4,,15,15
+25,15,116,22908,0,23111,0.5063733193644142,0.0,25,15,0,0.5136928699710928,0.4809945137474526,,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.260438413393889,0.7460673206121421,0.0051369286997109,0.0,1.0,0.0,14,15
+25,15,240,17030,0,19117,1.4092777451556078,0.0,25,15,0,1.5916046387256662,1.415017082366892,,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.87362802149509,2.050859638268897,0.0040283238180514,0.0,1.0,,15,15
+25,15,271,17030,20,19117,1.5913094539048738,0.1046189255636344,20,11,0,1.7088454014557848,1.4485390516268737,0.1833396994056422,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.8280232752131625,2.173319923710136,,,0.7333333333333333,,15,15
+25,15,222,36759,6,36759,0.6039337305149759,0.0163225332571615,22,12,0,0.5970803689064559,0.7347557916482219,-0.1614143443771947,0.4897959183673469,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.2955355614578722,1.3070555555555554,,,0.8571428571428571,1.0,14,15
+25,15,1459,9864,28,10012,14.791159772911598,0.2796644027167399,19,10,1,12.306772736543572,11.999047806305848,0.6743811437287508,0.7346938775510204,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,5.535537713490061,18.951432831179943,0.278396546737776,0.0016645359230105,0.5833333333333334,0.0,12,15
+25,15,76,9864,0,10012,0.7704785077047851,0.0,25,15,1,0.881641838648837,0.7768716794696127,,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.5239336580701515,1.0606775146813938,0.0011228350721359,0.0,1.0,0.0,14,15
+25,15,296,9864,0,10012,3.0008110300081103,0.0,25,15,1,3.140776486554435,2.4392613087356425,,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,1.038677297752976,4.861353788311916,0.20679631368708,0.0001314405888538,1.0,0.0,13,15
+25,15,50,17030,0,19117,0.2935995302407516,0.0,25,15,0,0.3053059142873462,0.3095136591297878,,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.0899169599134939,0.6054476572049153,0.066931186769353,0.0093723472199271,1.0,0.0,9,15
+25,15,24,2345,0,852,1.023454157782516,0.0,25,15,4,1.2540818742449409,1.219547414364053,,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,0.5125053144439378,2.1426011896276616,0.0837184990694255,0.0018202737279549,1.0,0.0,9,15
+25,15,101,36759,0,36759,0.2747626431622187,0.0,25,15,0,0.2849538866930171,0.267982883281688,,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.1421995720820422,0.4,0.0028495388669301,0.0,1.0,0.0,14,15
+25,15,26,11321,113,11348,0.2296616906633689,0.99577017976736,10,5,0,0.7874923221618079,0.852552959813005,0.4901894677425397,0.7755102040816326,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.1751466490563596,2.058808825091406,0.013248738134767,0.0438609704220248,0.2222222222222222,0.5,9,15
+25,15,179,36759,3,36759,0.4869555755053184,0.0081612666285807,22,12,0,0.4797470355731226,0.4820805666223993,0.1178580927198564,0.5,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.3264694555112882,0.6465841080123947,0.0048774703557312,8e-05,0.8,,15,15
+25,15,1342,9864,301,10012,13.605028386050284,3.006392329204954,8,2,1,10.57367425546306,9.347743570454288,0.4373626373626373,0.7551020408163265,ji2025_chili,draw3,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,6.852452164455824,11.85806636876184,0.1319096593029868,0.0256691525526473,0.13333333333333333,,15,15
+25,15,361,9864,261,10987,3.659772911597729,2.3755347228542822,0,0,0,2.4103809916321444,1.994560771441096,-0.0821428571428571,0.4081632653061224,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,1.2863341516227085,2.7228623639628373,0.0335390411392013,0.0256315467385065,0.0,,15,15
+25,15,116,22908,14,22923,0.5063733193644142,0.0610740304497666,16,7,0,0.4739558042761823,0.4326786432464553,0.2672877546094702,0.5204081632653061,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.2350691826059356,0.6735376196414342,0.0051369286997109,0.0006230817269401,0.5,1.0,14,15
+25,15,240,17030,28,18734,1.4092777451556078,0.149460873278531,9,2,0,1.4370358338891225,1.2721258569441718,0.5915998787695819,0.7244897959183674,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.7411700992079241,1.9102049845773268,0.0040283238180514,0.0004879577140209,0.13333333333333333,,15,15
+25,15,271,17030,90,18734,1.5913094539048738,0.4804099498238496,1,1,0,1.3434387607401528,1.0844674451398606,0.6249999999999999,0.7346938775510204,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.6164618720221011,1.6091012293110922,,,0.06666666666666667,,15,15
+25,15,222,36759,31,36759,0.6039337305149759,0.0843330884953344,12,3,0,0.5677470355731226,0.6792002360926664,-0.1473690816963958,0.4489795918367347,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.2591958093551719,1.2704224583148884,,,0.21428571428571427,1.0,14,15
+25,15,1459,9864,1127,10987,14.791159772911598,10.257577136616002,5,2,0,6.566140815471806,4.291120488414796,0.9219764313792356,1.0,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,1.7873670868575862,6.990790145330358,0.278396546737776,0.146404171165882,0.08333333333333333,0.6666666666666666,12,15
+25,15,76,9864,3,10987,0.7704785077047851,0.027304996814417,22,12,0,0.8814110911876303,0.7767783065129857,-0.2246535973235386,0.4081632653061224,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.5453736577700316,1.0337891419724732,0.0011228350721359,5.208333333333333e-05,0.8571428571428571,1.0,14,15
+25,15,296,9864,141,10987,3.0008110300081103,1.2833348502776007,8,3,0,2.1169552196267145,1.5221798806999414,0.5255624404554785,0.7551020408163265,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,0.7114504008076675,2.725773171750601,0.20679631368708,0.127270259835425,0.23076923076923078,1.0,13,15
+25,15,50,17030,14,18734,0.2935995302407516,0.0747304366392655,20,11,0,0.2303145116677593,0.2492100068026025,0.7148054131800378,0.7857142857142857,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.0794656201936424,0.4940494291021262,0.066931186769353,0.032612892725205,0.5555555555555556,0.0,9,15
+25,15,24,2345,23,1242,1.023454157782516,1.851851851851852,11,4,0,2.0192201951371085,1.4603200158879484,0.2356268088757658,0.6224489795918368,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.7849854077129935,2.2000706114156494,0.0837184990694255,0.0462385267274709,0.1111111111111111,0.5,9,15
+25,15,101,36759,43,36759,0.2747626431622187,0.1169781550096575,4,1,0,0.2342872200263505,0.210240519403866,0.1847214298530814,0.5857142857142857,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,HSPC,markers,0.1132777777777777,0.3125520879445181,0.0028495388669301,0.0011466666666666,0.07142857142857142,1.0,14,15
+25,15,26,11321,14,7976,0.2296616906633689,0.1755265797392176,15,7,0,0.3120918350829076,0.2543932657167415,0.0660973422655778,0.5102040816326531,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Cytotoxic CD4 T,markers,0.1457578992700614,0.3751686598317749,0.013248738134767,0.0080271126260204,0.5555555555555556,0.6666666666666666,9,15
+25,15,179,36759,3,36759,0.4869555755053184,0.0081612666285807,22,12,0,0.4797470355731226,0.4843027888446214,-0.2705143558600982,0.3571428571428571,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Granulocyte-like (LDG),markers,0.3266666666666667,0.6600555555555555,0.0048774703557312,8e-05,0.8,,15,15
+25,15,1342,9864,913,10987,13.605028386050284,8.309820697187586,0,0,0,6.70154736591677,5.769304494354526,0.2892857142857142,0.5102040816326531,ji2025_chili,draw3,legacy_5donor,diagnostic,lora5,Platelet signal in monocytes (negative control),markers,3.252880882599389,8.287741693888213,0.1319096593029868,0.0696749541366921,0.0,,15,15
+24,15,395,9684,31,19058,4.078893019413465,0.1626613495644873,5,1,0,3.6177449802074206,3.632878871089264,0.1642857142857142,0.6530612244897959,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,C1Q-high monocyte (reference),markers,2.445540191184032,5.2209446660731045,0.0378296443602403,0.0017482007025593,0.06666666666666667,,15,15
+24,15,76,21831,54,10534,0.3481288076588337,0.5126257831782799,4,2,0,0.4162174002581698,0.2904621583232216,0.280607797482853,0.6326530612244898,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Cycling T/NK,markers,0.17654258879207,0.4080995715000527,0.0033626110425173,0.0054544157430764,0.14285714285714285,1.0,14,15
+24,15,207,15769,42,9839,1.3127021371044454,0.4268726496595182,5,2,0,1.08166416548827,0.929970623702304,0.2520108244909699,0.673469387755102,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Cycling activated T (CD38/HLA-DR),markers,0.423185541493846,1.5604824681578513,0.0026584545265105,0.0030287747982553,0.13333333333333333,,15,15
+24,15,157,15769,428,9839,0.9956243262096518,4.350035572720805,0,0,0,3.2343110655967684,3.013263463592541,0.575,0.7551020408163265,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Proliferating T (label),label,2.4116956329389247,3.652811750643292,,,0.0,,15,15
+24,15,185,35259,317,35259,0.5246887319549619,0.8990612325930968,0,0,0,0.7887571365832234,0.8125335694259997,-0.2645740974377729,0.173469387755102,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Plasmablast (label),label,0.4464740298066992,1.214886896857016,,,0.0,1.0,14,15
+24,15,1786,9684,64,19058,18.4427922346138,0.3358169797460384,3,1,0,14.162962548281005,12.952214862312198,0.4785714285714285,0.7142857142857143,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,MS1 monocyte (IL1R2+),markers,6.317904045745675,19.98751934765553,0.2834235061269372,0.3380003910955215,0.06666666666666667,,15,15
+24,15,73,9684,42,19058,0.7538207352333747,0.2203798929583377,2,1,0,0.6385468812828162,0.5769612273907954,0.2249999999999999,0.6122448979591837,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Cycling monocyte (Ye 2026),markers,0.3535653426369409,0.8392167143824529,0.0010848001194572,0.0004223777512676,0.06666666666666667,,15,15
+24,15,120,9684,2025,19058,1.2391573729863692,10.625459124776995,0,0,0,9.248245638390204,9.334557772725711,0.382142857142857,0.5714285714285714,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,ISG-high monocyte (positive control),markers,6.851633978002301,12.77693394335875,0.142021474879671,0.3153168254966514,0.0,1.0,14,15
+24,15,31,15769,89,9839,0.196588242754772,0.9045634718975506,7,3,0,0.7112376085520072,0.6062323165818253,0.01095007199696,0.5,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,ISG-high T,markers,0.2602129808824588,1.1446501844042771,0.05619102942141,0.0622876405799424,0.3,1.0,10,15
+24,15,31,2000,17,1885,1.55,0.9018567639257294,14,5,0,2.674269735629468,1.927796130001878,-0.0638560992461545,0.5102040816326531,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,DN2 / ABC B,markers,0.906666930495864,3.393202826597449,0.1121605730363296,0.0319070089130222,0.4444444444444444,0.8333333333333334,9,15
+24,15,129,35259,35,35259,0.365864034714541,0.099265435775263,10,5,0,0.3134277558190602,0.2902405194038661,0.4603032051077119,0.7346938775510204,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,HSPC,markers,0.2079627416260882,0.3857960749594216,0.0038274044795783,0.0010264602547211,0.35714285714285715,1.0,14,15
+24,15,20,10655,9,2875,0.1877053026748005,0.3130434782608696,15,7,0,0.4264905116034754,0.4122763813191661,-0.2817460317460318,0.3061224489795918,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Cytotoxic CD4 T,markers,0.2941093238914906,0.5274698202649932,0.0125262546030953,0.0075683255400031,0.625,0.7142857142857143,8,15
+24,15,188,35259,48,35259,0.5331971978785558,0.1361354547775036,3,1,0,0.4054238032498902,0.3954847277556441,-0.0829687132783951,0.5612244897959183,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Granulocyte-like (LDG),markers,0.2642490039840637,0.5467742363877822,0.00533069828722,0.0013875713658322,0.06666666666666667,,15,15
+24,15,1468,9684,116,19058,15.159025196199917,0.6086682757896946,2,0,0,15.592762500640552,15.143207605122724,-0.1785714285714285,0.3877551020408163,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_raw,Platelet signal in monocytes (negative control),markers,11.863662541068438,18.451370865342504,0.1617552444821118,0.0058276194757063,0.0,,15,15
+24,15,395,9684,13,8513,4.078893019413465,0.1527076236344414,14,6,0,3.657345742963986,3.64047477251752,0.1235666115218556,0.5306122448979592,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,C1Q-high monocyte (reference),markers,2.4401250073446072,5.341210213589979,0.0378296443602403,0.001862247536661,0.4,,15,15
+24,15,76,21831,19,19891,0.3481288076588337,0.0955205872002413,9,3,0,0.3049374216106545,0.2666379436991865,0.1648756110285104,0.6020408163265306,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Cycling T/NK,markers,0.1833376435687899,0.3593173241368273,0.0033626110425173,0.0009310999668469,0.21428571428571427,1.0,14,15
+24,15,207,15769,15,18896,1.3127021371044454,0.0793818797629127,11,6,0,1.3291824607944822,1.173244765292314,0.4297167236506324,0.8163265306122449,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Cycling activated T (CD38/HLA-DR),markers,0.5974986126896381,1.9014298369471945,0.0026584545265105,0.0006695252590883,0.4,,15,15
+24,15,157,15769,118,18896,0.9956243262096518,0.6244707874682472,1,0,0,0.7968063782125032,0.6948993776295481,0.4714285714285713,0.8367346938775511,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Proliferating T (label),label,0.4085385158991595,1.048356564938279,,,0.0,,15,15
+24,15,185,35259,122,35259,0.5246887319549619,0.3460109475594883,2,1,0,0.4469587176108915,0.5503113472037775,0.2621184919210053,0.5306122448979592,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Plasmablast (label),label,0.2147357975505385,1.0073093551719052,,,0.07142857142857142,1.0,14,15
+24,15,1786,9684,4,8513,18.4427922346138,0.0469869611182896,20,11,0,14.373526646700606,13.221954861995618,0.169589221950219,0.4591836734693877,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,MS1 monocyte (IL1R2+),markers,6.329809165853048,20.316372860665847,0.2834235061269372,0.1000844226079992,0.7333333333333333,,15,15
+24,15,73,9684,2,8513,0.7538207352333747,0.0234934805591448,22,13,0,0.8103764270919047,0.748267548032567,0.0603681610520368,0.4897959183673469,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Cycling monocyte (Ye 2026),markers,0.5022818167394333,1.0286919873297904,0.0010848001194572,0.0,0.8666666666666667,,15,15
+24,15,120,9684,117,8513,1.2391573729863692,1.374368612709973,4,3,0,1.0626066147006563,1.1350489147602625,0.0896063103415817,0.4693877551020408,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,ISG-high monocyte (positive control),markers,0.6843285500273878,1.757529547136441,0.142021474879671,0.0867490667716553,0.21428571428571427,1.0,14,15
+24,15,31,15769,3,18896,0.196588242754772,0.0158763759525825,21,12,0,0.2234278139685781,0.2166237753175711,0.3431640382930816,0.5510204081632653,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,ISG-high T,markers,0.0931946254634559,0.3725760273015759,0.05619102942141,0.00876177621515,0.7,0.0,10,15
+24,15,31,2000,12,2805,1.55,0.427807486631016,15,6,0,2.708426539185814,1.9832195377272384,-0.3733333333333332,0.3469387755102041,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,DN2 / ABC B,markers,0.9056487846400166,3.5812675307889736,0.1121605730363296,0.0071516648465986,0.4444444444444444,0.6666666666666666,9,15
+24,15,129,35259,9,35259,0.365864034714541,0.0255253977707819,19,10,0,0.3772507685551163,0.3376007082779991,-0.0031950349394956,0.6122448979591837,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,HSPC,markers,0.2311111111111111,0.4685347498893316,0.0038274044795783,0.0002771190162494,0.7142857142857143,1.0,14,15
+24,15,20,10655,6,7210,0.1877053026748005,0.0832177531206657,20,11,0,0.2828878981064801,0.2758255979977179,-0.2608969660436017,0.3265306122448979,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Cytotoxic CD4 T,markers,0.1657052254499098,0.3882897070775333,0.0125262546030953,0.0052256004168528,0.875,0.42857142857142855,8,15
+24,15,188,35259,4,35259,0.5331971978785558,0.0113446212314586,22,13,0,0.5219587176108914,0.5116983916187103,0.126886480331344,0.5102040816326531,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Granulocyte-like (LDG),markers,0.376715434558064,0.6555702375682455,0.00533069828722,0.0001111111111111,0.8666666666666667,,15,15
+24,15,1468,9684,22,8513,15.159025196199917,0.2584282861505932,10,5,0,15.93663538414568,15.501003439217778,-0.1127459099552627,0.3673469387755102,ji2025_chili,draw4,legacy_5donor,diagnostic,zs_cal,Platelet signal in monocytes (negative control),markers,11.967156487312485,18.69774296821281,0.1617552444821118,0.002388890640655,0.3333333333333333,,15,15
+24,15,395,9684,3,4732,4.078893019413465,0.0633981403212172,21,12,0,3.760094110971613,3.745732383209524,0.2272064791113061,0.5918367346938775,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,C1Q-high monocyte (reference),markers,2.5480268343538475,5.336191916606966,0.0378296443602403,0.0008282236342172,0.8,,15,15
+24,15,76,21831,11,27026,0.3481288076588337,0.040701546658773,21,13,0,0.2963989102619563,0.2945462586014873,0.4225771273642583,0.6428571428571429,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Cycling T/NK,markers,0.2041624972952685,0.395334661291781,0.0033626110425173,0.0003986219398977,0.8571428571428571,0.0,14,15
+24,15,207,15769,3,23438,1.3127021371044454,0.0127997269391586,22,13,0,1.384961324796163,1.2340934238226382,0.5493502655735357,0.6428571428571429,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Cycling activated T (CD38/HLA-DR),markers,0.6401254535259834,1.937663355311419,0.0026584545265105,0.0004665284875379,0.8666666666666667,,15,15
+24,15,157,15769,16,23438,0.9956243262096518,0.0682652103421793,17,9,0,1.0794994003026874,1.0038919361291283,0.2900962670491369,0.5918367346938775,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Proliferating T (label),label,0.5688375584856626,1.4764339370850006,,,0.6,,15,15
+24,15,185,35259,80,35259,0.5246887319549619,0.2268924246291727,8,5,0,0.502514273166447,0.6177069499778663,-0.1243352214692515,0.3265306122448979,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Plasmablast (label),label,0.2552220008853474,1.1110285524568393,,,0.35714285714285715,1.0,14,15
+24,15,1786,9684,4,4732,18.4427922346138,0.0845308537616229,21,12,0,14.318975079727233,13.1685660309815,0.4314370221327049,0.7142857142857143,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,MS1 monocyte (IL1R2+),markers,6.442883388851047,20.921825348966248,0.2834235061269372,0.001065022120024,0.8,,15,15
+24,15,73,9684,0,4732,0.7538207352333747,0.0,24,15,0,0.8372165996988506,0.7711733520772343,,0.5,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Cycling monocyte (Ye 2026),markers,0.5254330151695862,1.0455524841374333,0.0010848001194572,0.0,1.0,,15,15
+24,15,120,9684,0,4732,1.2391573729863692,0.0,24,15,0,1.7271759759521064,1.1291149117531565,,0.5,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,ISG-high monocyte (positive control),markers,0.7047916595717145,1.586637149717817,0.142021474879671,0.0002997601918465,1.0,0.0,14,15
+24,15,31,15769,0,23438,0.196588242754772,0.0,24,15,0,0.2387003477154546,0.2291875909664774,,0.5,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,ISG-high T,markers,0.1048177602953035,0.3828483848204805,0.05619102942141,0.0,1.0,0.0,10,15
+24,15,31,2000,0,1472,1.55,0.0,24,15,1,2.7803021071499674,2.1398638771046268,,0.5,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,DN2 / ABC B,markers,0.8484965809546875,3.7413889994585743,0.1121605730363296,0.0011035446132355,1.0,0.0,9,15
+24,15,129,35259,0,35259,0.365864034714541,0.0,24,15,0,0.3827404479578393,0.3383296443854213,,0.5,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,HSPC,markers,0.2183158477202302,0.4672323299395013,0.0038274044795783,0.0,1.0,0.0,14,15
+24,15,20,10655,18,14773,0.1877053026748005,0.121843904420226,14,8,0,0.2344589763068193,0.2191539514295571,0.1347488883262569,0.5714285714285714,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Cytotoxic CD4 T,markers,0.121302802496352,0.3408058181200662,0.0125262546030953,0.0097461719117795,0.5,0.42857142857142855,8,15
+24,15,188,35259,0,35259,0.5331971978785558,0.0,24,15,0,0.5330698287220027,0.5205872805075993,,0.5,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Granulocyte-like (LDG),markers,0.3777515862476021,0.6789785303231518,0.00533069828722,0.0,1.0,,15,15
+24,15,1468,9684,138,4732,15.159025196199917,2.916314454775993,10,4,0,14.09294917074262,13.077891330309322,-0.0198206241793022,0.4897959183673469,ji2025_chili,draw4,legacy_5donor,diagnostic,scsemi5,Platelet signal in monocytes (negative control),markers,9.60700543288247,16.641265261938795,0.1617552444821118,0.0208257527746856,0.26666666666666666,,15,15
+24,15,395,9684,12,3595,4.078893019413465,0.3337969401947149,16,8,0,3.5925709017534166,3.425584920860947,-0.1239602616106606,0.4897959183673469,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,C1Q-high monocyte (reference),markers,2.168011155339984,5.180989896375365,0.0378296443602403,0.0047774871493736,0.5333333333333333,,15,15
+24,15,76,21831,51,28954,0.3481288076588337,0.1761414657732955,5,2,0,0.2395631346611806,0.2051152737146997,0.6595176896253042,0.8979591836734694,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,Cycling T/NK,markers,0.1533472000115095,0.2592047924942722,0.0033626110425173,0.0017553617002348,0.14285714285714285,1.0,14,15
+24,15,207,15769,52,26182,1.3127021371044454,0.1986097318768619,8,3,0,1.2074897708425831,1.0613823518708627,0.4910425806718679,0.7551020408163265,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,Cycling activated T (CD38/HLA-DR),markers,0.5518004938723171,1.7523625469576452,0.0026584545265105,0.0014603648225765,0.2,,15,15
+24,15,157,15769,159,26182,0.9956243262096518,0.6072874493927125,1,1,0,0.780970566004108,0.5820102569158713,0.6285714285714286,0.8775510204081632,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,Proliferating T (label),label,0.3308742581688626,0.8849238267995873,,,0.06666666666666667,,15,15
+24,15,185,35259,107,35259,0.5246887319549619,0.3034686179415184,1,1,0,0.4803579270970575,0.5836800944370666,-0.0497300532215522,0.3469387755102041,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,Plasmablast (label),label,0.1999808912498155,1.1000364468053712,,,0.07142857142857142,1.0,14,15
+24,15,1786,9684,19,3595,18.4427922346138,0.5285118219749653,15,9,0,14.097923663736966,12.815424315161732,0.5399013858970048,0.7244897959183674,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,MS1 monocyte (IL1R2+),markers,5.948541088898969,19.645871748846456,0.2834235061269372,0.0889379317557102,0.6,,15,15
+24,15,73,9684,4,3595,0.7538207352333747,0.1112656467315716,20,11,0,0.8292618616768825,0.7185122358356743,0.247508594197617,0.6122448979591837,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,Cycling monocyte (Ye 2026),markers,0.5082846562597926,0.985306522854716,0.0010848001194572,0.0003858024691358,0.7333333333333333,,15,15
+24,15,120,9684,15,3595,1.2391573729863692,0.4172461752433936,18,10,0,1.3147045742270131,0.8150546611015933,0.584709476398523,0.673469387755102,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,ISG-high monocyte (positive control),markers,0.504832819034443,1.130827632729814,0.142021474879671,0.076609503547079,0.6428571428571429,0.0,14,15
+24,15,31,15769,7,26182,0.196588242754772,0.0267359254449621,19,10,0,0.2170445020157078,0.2097988325646011,0.4546988617231416,0.673469387755102,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,ISG-high T,markers,0.0995657775754425,0.3585344582324394,0.05619102942141,0.01728693630131,0.6,0.2,10,15
+24,15,31,2000,10,1644,1.55,0.6082725060827251,16,7,0,2.737296635815694,1.940872263702548,-0.0291605921759902,0.4591836734693877,ji2025_chili,draw4,legacy_5donor,diagnostic,lora5,DN2 / ABC B,markers,0.8754144799529602,3.35969425767814,0.1121605730363296,0.0176851230533978,0.4444444444444444,0.5,9,15
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