Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_recompute_cross_obsdepth.csv

@@ -0,0 +1,17 @@
+thin,mono_mean_detected_of_73,mono_umis_per_detected,mono_HLA-DRA,mono_C1Q_pct,T_mean_detected_of_73,T_NKG7,T_GZMA
+1.0,12.003657802262984,4.214237422649152,0.7442863690695521,6.10053114524261,5.6547496452735,0.36291456039071907,0.3227457676013109
+0.9,11.499752851198448,3.9596902387215667,0.7291878241019512,6.010658853768795,5.377579943445023,0.35738317506214,0.31582566576210014
+0.8,10.928749247319558,3.70180529937148,0.7106561576000503,5.926178899783407,5.083601404817571,0.3519222318754046,0.30802335995599045
+0.7,10.300038645085333,3.4362306131797657,0.6889969353548607,5.785978125084255,4.754834511282483,0.3451262423813469,0.2980977267314511
+0.6,9.573771670456281,3.171116267892278,0.663401306743118,5.651169687873532,4.395220668395295,0.3375553893270092,0.2859179449679153
+0.5,8.748501379539674,2.890821902187815,0.6297261591278793,5.490298286135402,3.9833723001371943,0.3282805073175968,0.26946131887815855
+0.45,8.291689509207416,2.747187321159149,0.6100351400659663,5.3752617530489175,3.76181163771271,0.32344012585662674,0.25993485779073316
+0.4,7.775786607231124,2.602631286956602,0.5878366840719338,5.28628818448984,3.518779539576743,0.317107041866113,0.24878822744090406
+0.35,7.231430137774223,2.4491420944180833,0.5631038294583397,5.1281129514959245,3.262789441729254,0.3104821261451041,0.23572288732276253
+0.3,6.619058318129937,2.2946546892311703,0.5333830626679489,4.978026224734652,2.9738122951727006,0.30133135648084475,0.21999751775309695
+0.25,5.928326847549632,2.133125846106734,0.4960501127897258,4.772218677259614,2.6672548026445995,0.29218729559199913,0.20071985160188785
+0.2,5.142959854047398,1.9640979848038975,0.4508713118658386,4.521474984047668,2.3198207415209464,0.27832025681192285,0.17798716611263363
+0.15,4.249826995838913,1.7823563993791158,0.39512352946463075,4.191643674338764,1.9225975036646685,0.2593478399420362,0.149793537436644
+0.1,3.1976741050966577,1.5861827645713065,0.3182827202545183,3.665890769216943,1.449820037099528,0.22777634284525874,0.1125631882784276
+0.07,2.440850551366508,1.449562025251205,0.25937143319343214,3.156314876560408,1.1179033735077168,0.19661072666100893,0.08618763773954521
+0.05,1.8696222667589355,1.3513851301008022,0.20753309547133522,2.662017273454421,0.8623292197358755,0.16572017026872,0.06545752171127443

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_recompute_cross_obsdepth_matched.csv

@@ -0,0 +1,10 @@
+arm,screen_thin_mono,screen_thin_T,detect_matched_thin_mono_markers,detect_matched_thin_HLA-DRA,detect_matched_thin_T_markers,detect_matched_thin_NKG7,detect_matched_thin_GZMA
+zs,0.421,0.441,0.5183318741120831,,0.7934750805183733,,
+xcal,0.799,0.779,0.5762872393701262,,,,
+r16,0.398,0.601,0.22276752849620163,0.531911444031209,0.6231207882130201,,
+r64,0.376,0.539,0.2093940638600929,0.4373480640731562,0.6515278529468416,,
+full20k,0.338,0.619,0.24018666659778343,0.44830488147580144,0.683734620873637,,
+full108k,0.37,0.578,0.2932086644961109,0.5441941296274254,0.8749618899365431,,
+s50k,1.0,1.0,0.2793957673818585,0.5741619969777699,0.6811116146205007,,
+s162k,1.0,1.0,0.2509962434004359,0.5633152824964058,0.7003291837813819,,
+own58,0.823,0.996,0.4384325994768447,0.5617789142490626,0.5887606202931144,,0.890409383908538

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_recompute_cross_ratios.csv

@@ -0,0 +1,481 @@
+state,is_control,arm,reference,gen_state,gen_parent,obsthin_state,obs_parent,obs_native_state,ratio,ratio_ps,ci_lo,ci_hi,abs_log2_ps,n_boot_nonfinite
+C1Q-high monocyte (reference),False,zs,own,63,45474,5908,111269,6788,0.026092223523592566,0.026297079114334706,0.017478645317288415,0.041052475300478994,5.24895362528691,0
+C1Q-high monocyte (reference),False,xcal,own,143,32496,6578,111269,6788,0.07443658617515467,0.07469117661202342,0.0509575440681684,0.1110542521043185,3.742918364563742,0
+C1Q-high monocyte (reference),False,r16,own,41,22524,5862,111269,6788,0.03455148429264064,0.03496986109864712,0.021632726518804164,0.055908914981488346,4.8377441241563375,0
+C1Q-high monocyte (reference),False,r64,own,59,20054,5796,111269,6788,0.0564802758569805,0.056954009045756745,0.03773443439854409,0.08774909990198794,4.134058791618992,0
+C1Q-high monocyte (reference),False,full20k,own,103,24002,5654,111269,6788,0.08445165679655217,0.0848541123945746,0.05625579967437669,0.12722415308785714,3.5588716091171104,0
+C1Q-high monocyte (reference),False,full108k,own,94,19494,5757,111269,6788,0.09319762547604649,0.09368522089097324,0.06279647601592066,0.14090938621079702,3.4160347131709057,0
+C1Q-high monocyte (reference),False,s50k,own,126,22424,6788,111269,6788,0.0921064007521195,0.09246509141934885,0.06376330418431483,0.13901856896794165,3.4349473856779147,0
+C1Q-high monocyte (reference),False,s50k,depth_r16,126,22424,5862,111269,6788,0.10665613243012405,0.10707023848191892,0.07308395338682037,0.16329750092798095,3.223370574289416,0
+C1Q-high monocyte (reference),False,s50k,depth_r64,126,22424,5796,111269,6788,0.1078706432548977,0.10828935963085475,0.07394378077792621,0.1659808939774402,3.2070366022822987,0
+C1Q-high monocyte (reference),False,s50k,depth_full20k,126,22424,5654,111269,6788,0.1105798104537296,0.11100880238752316,0.07548400114254204,0.17088531166953466,3.171254015993715,0
+C1Q-high monocyte (reference),False,s50k,depth_full108k,126,22424,5757,111269,6788,0.10860139800336757,0.10902288720803295,0.07456961204586093,0.16720360570020948,3.1972970626795227,0
+C1Q-high monocyte (reference),False,s50k,depth_xcal,126,22424,6578,111269,6788,0.09504686049032945,0.09541677785213189,0.0658018175436427,0.14293620129163803,3.389613221281461,0
+C1Q-high monocyte (reference),False,s100k,own,114,22868,6788,111269,6788,0.08171636114271766,0.08206872110278075,0.05774902730915849,0.12212383227551818,3.6070237181765403,0
+C1Q-high monocyte (reference),False,s100k,depth_r16,114,22868,5862,111269,6788,0.094624813960554,0.0950317293315526,0.06600946234592779,0.14417794969658917,3.3954469067880417,0
+C1Q-high monocyte (reference),False,s100k,depth_r64,114,22868,5796,111269,6788,0.09570232219405926,0.09611377783252428,0.06666287017183063,0.14582867847734002,3.3791129347809243,0
+C1Q-high monocyte (reference),False,s100k,depth_full20k,114,22868,5654,111269,6788,0.0981058824614021,0.09852745834401397,0.06807792487070147,0.1496907321065304,3.343330348492341,0
+C1Q-high monocyte (reference),False,s100k,depth_full108k,114,22868,5757,111269,6788,0.09635064433502996,0.0967648307783286,0.06699233861042364,0.1470336152706744,3.369373395178149,0
+C1Q-high monocyte (reference),False,s100k,depth_xcal,114,22868,6578,111269,6788,0.08432512305210817,0.0846885328275788,0.05951307798509762,0.12639560233234817,3.5616895537800866,0
+C1Q-high monocyte (reference),False,s150k,own,106,24718,6788,111269,6788,0.07029507338953102,0.07062145199068144,0.04893180683443994,0.10372011020070888,3.8237497062838264,0
+C1Q-high monocyte (reference),False,s150k,depth_r16,106,24718,5862,111269,6788,0.08139934462097179,0.08177632867185347,0.056094298849343804,0.1218370685485471,3.612172894895328,0
+C1Q-high monocyte (reference),False,s150k,depth_r64,106,24718,5796,111269,6788,0.08232625227193521,0.08270744877749346,0.05642283596190303,0.12354674191473326,3.5958389228882104,0
+C1Q-high monocyte (reference),False,s150k,depth_full20k,106,24718,5654,111269,6788,0.08439387303999585,0.08478445960540118,0.058072498223129404,0.1271331881607765,3.5600563365996267,0
+C1Q-high monocyte (reference),False,s150k,depth_full108k,106,24718,5757,111269,6788,0.08288396007784203,0.08326769028896934,0.05701196135858125,0.12426023259914268,3.5860993832854344,0
+C1Q-high monocyte (reference),False,s150k,depth_xcal,106,24718,6578,111269,6788,0.0725392152885583,0.07287584203674713,0.05048792945652632,0.10693743935742854,3.7784155418873726,0
+C1Q-high monocyte (reference),False,s162k,own,86,20808,6788,111269,6788,0.06774862156955633,0.06813748993770902,0.04986297540764819,0.09662581383167185,3.875407387645997,0
+C1Q-high monocyte (reference),False,s162k,depth_r16,86,20808,5862,111269,6788,0.07845063855580833,0.07890001713298724,0.05741921147379661,0.11249574436580828,3.6638305762574985,0
+C1Q-high monocyte (reference),False,s162k,depth_r64,86,20808,5796,111269,6788,0.07934396880851421,0.0797983870339235,0.058239126733773496,0.11358472451959811,3.647496604250381,0
+C1Q-high monocyte (reference),False,s162k,depth_full20k,86,20808,5654,111269,6788,0.08133668963815854,0.08180234334461714,0.059442622358227566,0.11754106536513403,3.611714017961798,0
+C1Q-high monocyte (reference),False,s162k,depth_full108k,86,20808,5757,111269,6788,0.07988147354770686,0.08033892322051893,0.058476690189010576,0.11510819861491087,3.637757064647605,0
+C1Q-high monocyte (reference),False,s162k,depth_xcal,86,20808,6578,111269,6788,0.06991146902008945,0.0703125865230885,0.051361362727623185,0.09993946203855199,3.8300732232495434,0
+C1Q-high monocyte (reference),False,own5,own,669,21211,6612,111269,6788,0.5307699340333034,0.5311264592443607,0.31665442059136906,0.8222054571262286,0.91287269260823,0
+C1Q-high monocyte (reference),False,own58,own,676,22723,6599,111269,6788,0.501622587513493,0.5019555774371784,0.3437364733134146,0.729799103392018,0.9943684021194299,0
+Cycling T/NK,False,zs,own,294,54913,2232,345949,3461,0.8298317534148346,0.8310568632548739,0.5651798548847166,1.2938093112631657,0.26698090125013885,0
+Cycling T/NK,False,xcal,own,280,69407,3048,345949,3461,0.4578802118448724,0.4586226217106065,0.2982508458500323,0.7357387925352079,1.1246205768094781,0
+Cycling T/NK,False,r16,own,76,66367,2628,345949,3461,0.15074680781436758,0.15170969903094667,0.0915600991473023,0.2609863752591263,2.7206147726738727,0
+Cycling T/NK,False,r64,own,76,62886,2433,345949,3461,0.17184210799102687,0.17293710828444994,0.10721685309797895,0.28115622058831374,2.5316806238611473,0
+Cycling T/NK,False,full20k,own,170,64082,2639,345949,3461,0.3477647451962688,0.34872151191444134,0.22625509834327542,0.5628236532436687,1.5198527311311674,0
+Cycling T/NK,False,full108k,own,168,64331,2539,345949,3461,0.35582655671094127,0.35681529742429136,0.23590360876260452,0.5625048326972056,1.4867506269243427,0
+Cycling T/NK,False,s50k,own,45,74248,3461,345949,3461,0.060581250600648326,0.06124552765475721,0.03421607336390876,0.10886163072899131,4.029251692041206,0
+Cycling T/NK,False,s50k,depth_r16,45,74248,2628,345949,3461,0.07978375507185839,0.08065489593948723,0.04564611098218979,0.14131281164409473,3.6320940787963663,0
+Cycling T/NK,False,s50k,depth_r64,45,74248,2433,345949,3461,0.08617826071880143,0.08711789355945845,0.04889805514815143,0.15151825039317224,3.520887118502993,0
+Cycling T/NK,False,s50k,depth_full20k,45,74248,2639,345949,3461,0.07945119679001283,0.08031877021289718,0.0453077338960701,0.14047423216846386,3.638119009895119,0
+Cycling T/NK,False,s50k,depth_full108k,45,74248,2539,345949,3461,0.08258042864468053,0.08348154911476359,0.04723110457481237,0.14418485440542902,3.5823988178412884,0
+Cycling T/NK,False,s50k,depth_xcal,45,74248,3048,345949,3461,0.06878993055408263,0.0695428551671124,0.03944474560187118,0.12214658766623869,3.8459538898809593,0
+Cycling T/NK,False,s100k,own,88,70677,3461,345949,3461,0.12445577270132842,0.12514482848593572,0.06719883588823583,0.21935607390987816,2.9983294208954816,0
+Cycling T/NK,False,s100k,depth_r16,88,70677,2628,345949,3461,0.1639046534700524,0.16480457439759041,0.09084405866839881,0.2890342879867886,2.6011718076506427,0
+Cycling T/NK,False,s100k,depth_r64,88,70677,2433,345949,3461,0.1770412779775165,0.1780106117953838,0.09883064925644278,0.30834477472285543,2.489964847357269,0
+Cycling T/NK,False,s100k,depth_full20k,88,70677,2639,345949,3461,0.16322145862800214,0.16411775859218272,0.09126453668707307,0.28620590815050034,2.6071967387493955,0
+Cycling T/NK,False,s100k,depth_full108k,88,70677,2539,345949,3461,0.16965003124036931,0.17058035983621442,0.09539956301218164,0.29565158203224445,2.5514765466955645,0
+Cycling T/NK,False,s100k,depth_xcal,88,70677,3048,345949,3461,0.14131936657457272,0.14209900731640693,0.078015103460152,0.2490852634028204,2.8150316187352353,0
+Cycling T/NK,False,s150k,own,46,67979,3461,345949,3461,0.06763843342190942,0.0683637574839076,0.0395744884309799,0.11898775154775319,3.8706244955924136,0
+Cycling T/NK,False,s150k,depth_r16,46,67979,2628,345949,3461,0.08907786075845833,0.0900289695760115,0.05272980514318604,0.15372943936554836,3.4734668823475743,0
+Cycling T/NK,False,s150k,depth_r64,46,67979,2433,345949,3461,0.0962172700670894,0.0972431257573644,0.05715301658122593,0.1643420868461829,3.3622599220542004,0
+Cycling T/NK,False,s150k,depth_full20k,46,67979,2639,345949,3461,0.08870656236196608,0.08965377781039824,0.052249182022927304,0.15227173720118511,3.479491813446327,0
+Cycling T/NK,False,s150k,depth_full108k,46,67979,2539,345949,3461,0.09220032220292576,0.09318414905711604,0.05469330604353543,0.15736809448868927,3.4237716213924965,0
+Cycling T/NK,False,s150k,depth_xcal,46,67979,3048,345949,3461,0.07680335238622982,0.07762543760227855,0.04526227140645585,0.13298581654138827,3.6873266934321673,0
+Cycling T/NK,False,s162k,own,35,72018,3461,345949,3461,0.048577758125558985,0.04926460899259912,0.027310207743302912,0.08524262071945594,4.343304583056146,0
+Cycling T/NK,False,s162k,depth_r16,35,72018,2628,345949,3461,0.06397550261512924,0.06487709493166517,0.03628579459788221,0.11060684752199085,3.946146969811307,0
+Cycling T/NK,False,s162k,depth_r64,35,72018,2433,345949,3461,0.06910300898995464,0.07007579372421693,0.039206371149048895,0.11828859397714109,3.834940009517933,0
+Cycling T/NK,False,s162k,depth_full20k,35,72018,2639,345949,3461,0.06370883701120107,0.06460672249588252,0.03589793549401077,0.10829035933277315,3.9521719009100593,0
+Cycling T/NK,False,s162k,depth_full108k,35,72018,2539,345949,3461,0.06621804681865287,0.06715079504937269,0.03747605190137455,0.11228308656602787,3.8964517088562287,0
+Cycling T/NK,False,s162k,depth_xcal,35,72018,3048,345949,3461,0.05515998060123348,0.055938804011114306,0.03132320914378586,0.09448925853702232,4.160006780895899,0
+Cycling T/NK,False,own5,own,211,76200,3331,345949,3461,0.2875841396063859,0.2882223549724002,0.19029808112031163,0.4638050841771505,1.7947458573724324,0
+Cycling T/NK,False,own58,own,405,75578,3461,345949,3461,0.5356364319163306,0.5362202453761831,0.3457496197529439,0.8031025288278634,0.8991024045627279,0
+Cycling activated T (CD38/HLA-DR),False,zs,own,168,43347,3198,298117,5877,0.3612921443609364,0.36231077213792046,0.2436145354115914,0.5601527683118513,1.464700394591812,0
+Cycling activated T (CD38/HLA-DR),False,xcal,own,230,57613,4851,298117,5877,0.24533686611441885,0.24584486752066909,0.1645741181059299,0.3715585174442646,2.024179858418158,0
+Cycling activated T (CD38/HLA-DR),False,r16,own,69,51586,4069,298117,5877,0.09799779168929652,0.09869579284450944,0.06426846689886623,0.15519772814895647,3.3408676022736747,0
+Cycling activated T (CD38/HLA-DR),False,r64,own,83,47130,3740,298117,5877,0.14037694691324826,0.14120371366993426,0.08958223246493648,0.22082487003935788,2.8241500627744225,0
+Cycling activated T (CD38/HLA-DR),False,full20k,own,142,49480,4135,298117,5877,0.20690447400241835,0.20760790714544794,0.14279949101771428,0.3062054880600227,2.2680667023366436,0
+Cycling activated T (CD38/HLA-DR),False,full108k,own,143,47593,3950,298117,5877,0.22676843499216856,0.2275325300319353,0.15514620420834474,0.34171918495238346,2.1358552745836463,0
+Cycling activated T (CD38/HLA-DR),False,s50k,own,86,55016,5877,298117,5877,0.07929403011357172,0.07974825714055453,0.0505433460149381,0.12670022907629264,3.6484031999524453,0
+Cycling activated T (CD38/HLA-DR),False,s50k,depth_r16,86,55016,4069,298117,5877,0.11452716023039103,0.11517886259825753,0.07242372703402536,0.18633868200912762,3.1180521144150846,0
+Cycling activated T (CD38/HLA-DR),False,s50k,depth_r64,86,55016,3740,298117,5877,0.12460187566242276,0.12530955255810966,0.07883053198859069,0.20267062491863516,2.996431696964153,0
+Cycling activated T (CD38/HLA-DR),False,s50k,depth_full20k,86,55016,4135,298117,5877,0.1126991571892288,0.11334067980742574,0.0713271666959762,0.1825056756594696,3.1412623341434087,0
+Cycling activated T (CD38/HLA-DR),False,s50k,depth_full108k,86,55016,3950,298117,5877,0.11797747214619268,0.1186483689010528,0.07437805046048745,0.19167254586690372,3.0752358274320897,0
+Cycling activated T (CD38/HLA-DR),False,s50k,depth_xcal,86,55016,4851,298117,5877,0.09606493815243478,0.09661349713358941,0.06094666821677807,0.15505017075633895,3.371631438731556,0
+Cycling activated T (CD38/HLA-DR),False,s100k,own,113,53046,5877,298117,5877,0.1080579823133528,0.10852688179130356,0.06637154500384364,0.17301044443492983,3.20387565660945,0
+Cycling activated T (CD38/HLA-DR),False,s100k,depth_r16,113,53046,4069,298117,5877,0.15607194938696842,0.15674327257117251,0.0965234071012,0.2511724733283729,2.6735245710720887,0
+Cycling activated T (CD38/HLA-DR),False,s100k,depth_r64,113,53046,3740,298117,5877,0.16980127327689157,0.17052980824178227,0.10471032132850637,0.2750591326359378,2.5519041536211575,0
+Cycling activated T (CD38/HLA-DR),False,s100k,depth_full20k,113,53046,4135,298117,5877,0.15358083725648716,0.1542417477278169,0.09443224474446704,0.2465862564903605,2.696734790800413,0
+Cycling activated T (CD38/HLA-DR),False,s100k,depth_full108k,113,53046,3950,298117,5877,0.16077386381153783,0.16146481400541363,0.09836887730454295,0.2598236989162653,2.6307082840890943,0
+Cycling activated T (CD38/HLA-DR),False,s100k,depth_xcal,113,53046,4851,298117,5877,0.130912546290574,0.1314782536799725,0.08037200138234285,0.21041822946850824,2.92710389538856,0
+Cycling activated T (CD38/HLA-DR),False,s150k,own,74,51762,5877,298117,5877,0.07251898597918456,0.07300276824048478,0.048234257134741484,0.11161201804988916,3.775905018232782,0
+Cycling activated T (CD38/HLA-DR),False,s150k,depth_r16,74,51762,4069,298117,5877,0.10474172538699134,0.10543648367943216,0.06874819285816845,0.1633054689528713,3.2455539326954206,0
+Cycling activated T (CD38/HLA-DR),False,s150k,depth_r64,74,51762,3740,298117,5877,0.11395563652397533,0.11471027144324267,0.07421920579220741,0.17743054009523762,3.1239335152444894,0
+Cycling activated T (CD38/HLA-DR),False,s150k,depth_full20k,74,51762,4135,298117,5877,0.10306991066497405,0.10375378317820075,0.06789150276422158,0.15925517720038124,3.268764152423745,0
+Cycling activated T (CD38/HLA-DR),False,s150k,depth_full108k,74,51762,3950,298117,5877,0.10789723559485259,0.10861252254991752,0.07076107259590686,0.16637930264540754,3.202737645712426,0
+Cycling activated T (CD38/HLA-DR),False,s150k,depth_xcal,74,51762,4851,298117,5877,0.08785695332914198,0.0884414655948571,0.05750828952533624,0.13573243832518692,3.499133257011892,0
+Cycling activated T (CD38/HLA-DR),False,s162k,own,56,55309,5877,298117,5877,0.05135979387701793,0.051813955267547986,0.032428993707789684,0.07666710623982971,4.270515472485216,0
+Cycling activated T (CD38/HLA-DR),False,s162k,depth_r16,56,55309,4069,298117,5877,0.0741807590600232,0.0748338916537691,0.04707887247972186,0.11232401607175113,3.7401643869478542,0
+Cycling activated T (CD38/HLA-DR),False,s162k,depth_r64,56,55309,3740,298117,5877,0.0807062857259985,0.08141599307178539,0.05098183330552913,0.12319172067134168,3.6185439694969235,0
+Cycling activated T (CD38/HLA-DR),False,s162k,depth_full20k,56,55309,4135,298117,5877,0.07299673727091521,0.07363958942933463,0.04620401536276166,0.11109459988281843,3.763374606676179,0
+Cycling activated T (CD38/HLA-DR),False,s162k,depth_full108k,56,55309,3950,298117,5877,0.07641557180132516,0.07708809570561026,0.048046318298028794,0.11590698931740816,3.69734809996486,0
+Cycling activated T (CD38/HLA-DR),False,s162k,depth_xcal,56,55309,4851,298117,5877,0.062222533212787964,0.06277162157786524,0.03927240063987284,0.09362723634762204,3.993743711264326,0
+Cycling activated T (CD38/HLA-DR),False,own5,own,205,71032,5478,298117,5877,0.15705961638483823,0.15742831947794822,0.10886279428195401,0.23034271115875704,2.66723300705728,0
+Cycling activated T (CD38/HLA-DR),False,own58,own,396,67850,5860,298117,5877,0.2969165872319235,0.2972661179095372,0.19185955864016616,0.44075706023491407,1.7501730591880984,0
+Proliferating T (label),False,zs,own,1369,43347,4793,298117,4793,1.9643719115738347,1.9648843849359041,1.3534837866835725,3.0149953640951543,0.9744444258748453,0
+Proliferating T (label),False,xcal,own,595,57613,4793,298117,4793,0.6423560054291332,0.6428287412699105,0.44057849964102247,0.9877146590133606,0.6374936606462993,0
+Proliferating T (label),False,r16,own,654,51586,4793,298117,4793,0.7885426857614543,0.7890632330137967,0.5538703660338938,1.1792638977385017,0.34178717703133,0
+Proliferating T (label),False,r64,own,786,47130,4793,298117,4793,1.0373000993518688,1.0378516920246892,0.7518047350158277,1.54676132711653,0.05360029873689206,0
+Proliferating T (label),False,full20k,own,862,49480,4793,298117,4793,1.0835697892760274,1.0840852195681652,0.7744759536237138,1.6315218987805504,0.11647817091308196,0
+Proliferating T (label),False,full108k,own,862,47593,4793,298117,4793,1.1265319095954833,1.1270677760223733,0.8011685307896136,1.6959691631236837,0.17257427433117636,0
+Proliferating T (label),False,s50k,own,393,55016,4793,298117,4793,0.44430668971257065,0.44482556173119836,0.301457942893436,0.6856513293235621,1.1686884005237113,0
+Proliferating T (label),False,s50k,depth_r16,393,55016,4793,298117,4793,0.44430668971257065,0.44482556173119836,0.301457942893436,0.6856513293235621,1.1686884005237113,0
+Proliferating T (label),False,s50k,depth_r64,393,55016,4793,298117,4793,0.44430668971257065,0.44482556173119836,0.301457942893436,0.6856513293235621,1.1686884005237113,0
+Proliferating T (label),False,s50k,depth_full20k,393,55016,4793,298117,4793,0.44430668971257065,0.44482556173119836,0.301457942893436,0.6856513293235621,1.1686884005237113,0
+Proliferating T (label),False,s50k,depth_full108k,393,55016,4793,298117,4793,0.44430668971257065,0.44482556173119836,0.301457942893436,0.6856513293235621,1.1686884005237113,0
+Proliferating T (label),False,s50k,depth_xcal,393,55016,4793,298117,4793,0.44430668971257065,0.44482556173119836,0.301457942893436,0.6856513293235621,1.1686884005237113,0
+Proliferating T (label),False,s100k,own,444,53046,4793,298117,4793,0.520606567381035,0.5211384714989284,0.36070971508793565,0.8042650979352015,0.9402613335126222,0
+Proliferating T (label),False,s100k,depth_r16,444,53046,4793,298117,4793,0.520606567381035,0.5211384714989284,0.36070971508793565,0.8042650979352015,0.9402613335126222,0
+Proliferating T (label),False,s100k,depth_r64,444,53046,4793,298117,4793,0.520606567381035,0.5211384714989284,0.36070971508793565,0.8042650979352015,0.9402613335126222,0
+Proliferating T (label),False,s100k,depth_full20k,444,53046,4793,298117,4793,0.520606567381035,0.5211384714989284,0.36070971508793565,0.8042650979352015,0.9402613335126222,0
+Proliferating T (label),False,s100k,depth_full108k,444,53046,4793,298117,4793,0.520606567381035,0.5211384714989284,0.36070971508793565,0.8042650979352015,0.9402613335126222,0
+Proliferating T (label),False,s100k,depth_xcal,444,53046,4793,298117,4793,0.520606567381035,0.5211384714989284,0.36070971508793565,0.8042650979352015,0.9402613335126222,0
+Proliferating T (label),False,s150k,own,469,51762,4793,298117,4793,0.5635612289353397,0.5641031939127704,0.3874041891353344,0.8588541117168436,0.8259689894831961,0
+Proliferating T (label),False,s150k,depth_r16,469,51762,4793,298117,4793,0.5635612289353397,0.5641031939127704,0.3874041891353344,0.8588541117168436,0.8259689894831961,0
+Proliferating T (label),False,s150k,depth_r64,469,51762,4793,298117,4793,0.5635612289353397,0.5641031939127704,0.3874041891353344,0.8588541117168436,0.8259689894831961,0
+Proliferating T (label),False,s150k,depth_full20k,469,51762,4793,298117,4793,0.5635612289353397,0.5641031939127704,0.3874041891353344,0.8588541117168436,0.8259689894831961,0
+Proliferating T (label),False,s150k,depth_full108k,469,51762,4793,298117,4793,0.5635612289353397,0.5641031939127704,0.3874041891353344,0.8588541117168436,0.8259689894831961,0
+Proliferating T (label),False,s150k,depth_xcal,469,51762,4793,298117,4793,0.5635612289353397,0.5641031939127704,0.3874041891353344,0.8588541117168436,0.8259689894831961,0
+Proliferating T (label),False,s162k,own,473,55309,4793,298117,4793,0.5319179516817899,0.532424690910733,0.3770155273827504,0.8071361141292411,0.9093506178740457,0
+Proliferating T (label),False,s162k,depth_r16,473,55309,4793,298117,4793,0.5319179516817899,0.532424690910733,0.3770155273827504,0.8071361141292411,0.9093506178740457,0
+Proliferating T (label),False,s162k,depth_r64,473,55309,4793,298117,4793,0.5319179516817899,0.532424690910733,0.3770155273827504,0.8071361141292411,0.9093506178740457,0
+Proliferating T (label),False,s162k,depth_full20k,473,55309,4793,298117,4793,0.5319179516817899,0.532424690910733,0.3770155273827504,0.8071361141292411,0.9093506178740457,0
+Proliferating T (label),False,s162k,depth_full108k,473,55309,4793,298117,4793,0.5319179516817899,0.532424690910733,0.3770155273827504,0.8071361141292411,0.9093506178740457,0
+Proliferating T (label),False,s162k,depth_xcal,473,55309,4793,298117,4793,0.5319179516817899,0.532424690910733,0.3770155273827504,0.8071361141292411,0.9093506178740457,0
+Proliferating T (label),False,own5,own,703,71032,4793,298117,4793,0.6155744634960222,0.6159480282132533,0.44632243179149395,0.9163335733250587,0.6991194689707295,0
+Proliferating T (label),False,own58,own,846,67850,4793,298117,4793,0.7755321819264491,0.7759095923236138,0.5448261845860123,1.0941529099042133,0.3660395330740167,0
+Plasmablast (label),False,zs,own,678,123000,8423,589478,8423,0.3857672748542753,0.38602884883125554,0.26002796372008297,0.6110973986959632,1.3732194274184444,0
+Plasmablast (label),False,xcal,own,1369,123000,8423,589478,8423,0.7789312673679984,0.7791695040153345,0.53297777754455,1.2337396034707653,0.3599908821319203,0
+Plasmablast (label),False,r16,own,2420,123000,8423,589478,8423,1.3769274412202748,1.377130182160728,0.9779919829938879,2.1732509682127064,0.4616649460235572,0
+Plasmablast (label),False,r64,own,1775,123000,8423,589478,8423,1.0099364496553669,1.0101609743550395,0.7004877263140064,1.5464020122749205,0.014585212183673311,0
+Plasmablast (label),False,full20k,own,3117,123000,8423,589478,8423,1.773505303422974,1.7736845043941625,1.2191854822117325,2.706939927318205,0.826749411879734,0
+Plasmablast (label),False,full108k,own,3891,123000,8423,589478,8423,2.2138944933008635,2.214047553760989,1.4744896344394856,3.6051134499409647,1.146686208948005,0
+Plasmablast (label),False,s50k,own,855,123000,8423,589478,8423,0.48647643067906404,0.4867320267872353,0.3474394580978138,0.6351789508988643,1.038800388347885,0
+Plasmablast (label),False,s50k,depth_r16,855,123000,8423,589478,8423,0.48647643067906404,0.4867320267872353,0.3474394580978138,0.6351789508988643,1.038800388347885,0
+Plasmablast (label),False,s50k,depth_r64,855,123000,8423,589478,8423,0.48647643067906404,0.4867320267872353,0.3474394580978138,0.6351789508988643,1.038800388347885,0
+Plasmablast (label),False,s50k,depth_full20k,855,123000,8423,589478,8423,0.48647643067906404,0.4867320267872353,0.3474394580978138,0.6351789508988643,1.038800388347885,0
+Plasmablast (label),False,s50k,depth_full108k,855,123000,8423,589478,8423,0.48647643067906404,0.4867320267872353,0.3474394580978138,0.6351789508988643,1.038800388347885,0
+Plasmablast (label),False,s50k,depth_xcal,855,123000,8423,589478,8423,0.48647643067906404,0.4867320267872353,0.3474394580978138,0.6351789508988643,1.038800388347885,0
+Plasmablast (label),False,s100k,own,1187,123000,8423,589478,8423,0.6753772201357298,0.6756216035182255,0.4986893815637578,0.9237403124672012,0.5657126347316257,0
+Plasmablast (label),False,s100k,depth_r16,1187,123000,8423,589478,8423,0.6753772201357298,0.6756216035182255,0.4986893815637578,0.9237403124672012,0.5657126347316257,0
+Plasmablast (label),False,s100k,depth_r64,1187,123000,8423,589478,8423,0.6753772201357298,0.6756216035182255,0.4986893815637578,0.9237403124672012,0.5657126347316257,0
+Plasmablast (label),False,s100k,depth_full20k,1187,123000,8423,589478,8423,0.6753772201357298,0.6756216035182255,0.4986893815637578,0.9237403124672012,0.5657126347316257,0
+Plasmablast (label),False,s100k,depth_full108k,1187,123000,8423,589478,8423,0.6753772201357298,0.6756216035182255,0.4986893815637578,0.9237403124672012,0.5657126347316257,0
+Plasmablast (label),False,s100k,depth_xcal,1187,123000,8423,589478,8423,0.6753772201357298,0.6756216035182255,0.4986893815637578,0.9237403124672012,0.5657126347316257,0
+Plasmablast (label),False,s150k,own,1395,123000,8423,589478,8423,0.7937247026868939,0.7939620612292073,0.6158159401199345,1.1280635395649077,0.33285802377123097,0
+Plasmablast (label),False,s150k,depth_r16,1395,123000,8423,589478,8423,0.7937247026868939,0.7939620612292073,0.6158159401199345,1.1280635395649077,0.33285802377123097,0
+Plasmablast (label),False,s150k,depth_r64,1395,123000,8423,589478,8423,0.7937247026868939,0.7939620612292073,0.6158159401199345,1.1280635395649077,0.33285802377123097,0
+Plasmablast (label),False,s150k,depth_full20k,1395,123000,8423,589478,8423,0.7937247026868939,0.7939620612292073,0.6158159401199345,1.1280635395649077,0.33285802377123097,0
+Plasmablast (label),False,s150k,depth_full108k,1395,123000,8423,589478,8423,0.7937247026868939,0.7939620612292073,0.6158159401199345,1.1280635395649077,0.33285802377123097,0
+Plasmablast (label),False,s150k,depth_xcal,1395,123000,8423,589478,8423,0.7937247026868939,0.7939620612292073,0.6158159401199345,1.1280635395649077,0.33285802377123097,0
+Plasmablast (label),False,s162k,own,1537,123000,8423,589478,8423,0.8745196186593233,0.8747521813972814,0.6693298052102356,1.2129313505000705,0.1930537377233338,0
+Plasmablast (label),False,s162k,depth_r16,1537,123000,8423,589478,8423,0.8745196186593233,0.8747521813972814,0.6693298052102356,1.2129313505000705,0.1930537377233338,0
+Plasmablast (label),False,s162k,depth_r64,1537,123000,8423,589478,8423,0.8745196186593233,0.8747521813972814,0.6693298052102356,1.2129313505000705,0.1930537377233338,0
+Plasmablast (label),False,s162k,depth_full20k,1537,123000,8423,589478,8423,0.8745196186593233,0.8747521813972814,0.6693298052102356,1.2129313505000705,0.1930537377233338,0
+Plasmablast (label),False,s162k,depth_full108k,1537,123000,8423,589478,8423,0.8745196186593233,0.8747521813972814,0.6693298052102356,1.2129313505000705,0.1930537377233338,0
+Plasmablast (label),False,s162k,depth_xcal,1537,123000,8423,589478,8423,0.8745196186593233,0.8747521813972814,0.6693298052102356,1.2129313505000705,0.1930537377233338,0
+Plasmablast (label),False,own5,own,712,123000,8423,589478,8423,0.40511253642513867,0.40537296211093526,0.263627519449158,0.711362147526515,1.302678228897832,0
+Plasmablast (label),False,own58,own,1331,123000,8423,589478,8423,0.7573100926711511,0.7575496127027513,0.44054178116021164,1.4167244535878312,0.40058771962668416,0
+Plasmablast (markers),False,zs,own,882,123000,15275,589478,26774,0.27672593030218356,0.2768737414420722,0.19550556667450833,0.4052432760526168,1.8526998591227595,0
+Plasmablast (markers),False,xcal,own,1753,123000,22886,589478,26774,0.3670916554232395,0.36718833714411464,0.260005328788756,0.5133928348554835,1.4454078591518817,0
+Plasmablast (markers),False,r16,own,2799,123000,17094,589478,26774,0.7847325890984427,0.7848498131025359,0.5733149684296893,1.1105095266386629,0.34951148498748347,0
+Plasmablast (markers),False,r64,own,2244,123000,15686,589478,26774,0.6856036670885642,0.6857345726569815,0.4829857754715415,0.9774407442242711,0.5442778345423966,0
+Plasmablast (markers),False,full20k,own,3756,123000,16338,589478,26774,1.1017655323964184,1.1018784784603974,0.780685565195209,1.5736463013035007,0.1399651239183615,0
+Plasmablast (markers),False,full108k,own,4968,123000,16158,589478,26774,1.4735214875060003,1.4736241883314956,1.0063808543536505,2.2124334628471014,0.5593686473911647,0
+Plasmablast (markers),False,s50k,own,1461,123000,26774,589478,26774,0.26151671169882684,0.26160132555442345,0.19985280894064864,0.33519612513920727,1.9345582437839812,0
+Plasmablast (markers),False,s50k,depth_r16,1461,123000,17094,589478,26774,0.4096085432914701,0.40973673936394217,0.31071393290087923,0.5380235099569844,1.2872308358944233,0
+Plasmablast (markers),False,s50k,depth_r64,1461,123000,15686,589478,26774,0.4463756495616722,0.4465141804135346,0.34071951579493087,0.5915601638667656,1.1632221016518889,0
+Plasmablast (markers),False,s50k,depth_full20k,1461,123000,16338,589478,26774,0.428562151978479,0.4286956997923256,0.32677525202746294,0.5641919490598447,1.2219741492029734,0
+Plasmablast (markers),False,s50k,depth_full108k,1461,123000,16158,589478,26774,0.43333633116873316,0.43347121892854595,0.32930126724380293,0.5731715098200056,1.2059918884933096,0
+Plasmablast (markers),False,s50k,depth_xcal,1461,123000,22886,589478,26774,0.3059446141319755,0.30604263172861335,0.23195043166416826,0.39539273410771913,1.7081954605986416,0
+Plasmablast (markers),False,s100k,own,1714,123000,26774,589478,26774,0.3068033154358585,0.3068870835874506,0.23055358702390538,0.40062994070210917,1.7042201686543994,0
+Plasmablast (markers),False,s100k,depth_r16,1714,123000,17094,589478,26774,0.48054007063763166,0.4806661920215388,0.3610076460797285,0.644373891901674,1.0568927607648415,0
+Plasmablast (markers),False,s100k,depth_r64,1714,123000,15686,589478,26774,0.5236741022236182,0.5238101692227198,0.39616278082238865,0.704740040217604,0.9328840265223071,0
+Plasmablast (markers),False,s100k,depth_full20k,1714,123000,16338,589478,26774,0.5027758579679077,0.5029071346520302,0.38081263162102863,0.6714471282068849,0.9916360740733918,0
+Plasmablast (markers),False,s100k,depth_full108k,1714,123000,16158,589478,26774,0.5083767772917239,0.5085093430400219,0.38430622424357685,0.6832493820229922,0.9756538133637279,0
+Plasmablast (markers),False,s100k,depth_xcal,1714,123000,22886,589478,26774,0.35892475607269403,0.35902161621533196,0.26923660312540926,0.4750652200654317,1.4778573854690598,0
+Plasmablast (markers),False,s150k,own,1841,123000,26774,589478,26774,0.32953611652124587,0.32961946014948396,0.25174292863204417,0.43232953292433396,1.601126675690296,0
+Plasmablast (markers),False,s150k,depth_r16,1841,123000,17094,589478,26774,0.5161460151947956,0.5162710951342454,0.3945714372459151,0.7003873671647124,0.9537992678007379,0
+Plasmablast (markers),False,s150k,depth_r64,1841,123000,15686,589478,26774,0.5624760922950298,0.5626109224984769,0.4312153508058212,0.7655073835111739,0.8297905335582034,0
+Plasmablast (markers),False,s150k,depth_full20k,1841,123000,16338,589478,26774,0.5400293783657631,0.5401595149966251,0.4130761398417973,0.733447035750254,0.8885425811092881,0
+Plasmablast (markers),False,s150k,depth_full108k,1841,123000,16158,589478,26774,0.5460453016301422,0.5461767017837272,0.41668513250044825,0.7471573241191415,0.8725603203996245,0
+Plasmablast (markers),False,s150k,depth_xcal,1841,123000,22886,589478,26774,0.3855195308808808,0.38561581000906026,0.2940735049491619,0.5116186714059335,1.3747638925049561,0
+Plasmablast (markers),False,s162k,own,1891,123000,26774,589478,26774,0.3384860382084063,0.33856921470146556,0.25460603601790494,0.44244781901200475,1.5624772965406581,0
+Plasmablast (markers),False,s162k,depth_r16,1891,123000,17094,589478,26774,0.530164103603128,0.5302887735250748,0.3990487055564884,0.7101287726441877,0.9151498886510998,0
+Plasmablast (markers),False,s162k,depth_r64,1891,123000,15686,589478,26774,0.5777524663388927,0.5778868096149167,0.43756677268361543,0.7728118501723685,0.7911411544085654,0
+Plasmablast (markers),False,s162k,depth_full20k,1891,123000,16338,589478,26774,0.5546961186798794,0.554825806470875,0.4194981038422592,0.7448922253504843,0.8498932019596501,0
+Plasmablast (markers),False,s162k,depth_full108k,1891,123000,16158,589478,26774,0.5608754293224328,0.5610063705804617,0.42334674255566557,0.7542239615110434,0.8339109412499863,0
+Plasmablast (markers),False,s162k,depth_xcal,1891,123000,22886,589478,26774,0.3959899146636315,0.3960859650459611,0.29758963888137285,0.521697678700117,1.3361145133553183,0
+Plasmablast (markers),False,own5,own,998,123000,24720,589478,26774,0.19348378061935959,0.19357680099282337,0.13878588412385304,0.2861313147095139,2.3690220301780633,0
+Plasmablast (markers),False,own58,own,1803,123000,25808,589478,26774,0.3348141982822494,0.3349005591685225,0.22866221707923381,0.5203515084157657,1.5781953100371768,0
+MS1 monocyte (IL1R2+),False,zs,own,403,45474,12363,111269,18712,0.0797612964448272,0.07985702619137464,0.055695247324222714,0.11673060629425794,3.6464368415558166,0
+MS1 monocyte (IL1R2+),False,xcal,own,3632,32496,17185,111269,18712,0.7236700218478581,0.7237485884575642,0.5462123171198588,1.0446104583676628,0.46643946550190674,0
+MS1 monocyte (IL1R2+),False,r16,own,292,22524,11961,111269,18712,0.12059908905089947,0.12080054457260106,0.07913595352728725,0.184128975084206,3.0493011364957274,0
+MS1 monocyte (IL1R2+),False,r64,own,235,20054,11572,111269,18712,0.1126763088778859,0.11291116706861662,0.08029661236322054,0.16633068118274857,3.1467399172104225,0
+MS1 monocyte (IL1R2+),False,full20k,own,679,24002,10777,111269,18712,0.29207786471847397,0.29227938381613644,0.18810970005721014,0.47541455317663484,1.774580023920499,0
+MS1 monocyte (IL1R2+),False,full108k,own,530,19494,11411,111269,18712,0.26510955911221146,0.26534803561702,0.15748118475912418,0.46860695049512446,1.9140422264320642,0
+MS1 monocyte (IL1R2+),False,s50k,own,595,22424,18712,111269,18712,0.15778214546208583,0.1579105160016787,0.104665947211687,0.2228138262872304,2.6628208446626522,0
+MS1 monocyte (IL1R2+),False,s50k,depth_r16,595,22424,11961,111269,18712,0.24683717965776691,0.24703427920255924,0.16266007772486116,0.36047533546764016,2.0172168465828437,0
+MS1 monocyte (IL1R2+),False,s50k,depth_r64,595,22424,11572,111269,18712,0.2551347654585681,0.25533813183680387,0.16770284949614495,0.3738639082910554,1.9695190910087643,0
+MS1 monocyte (IL1R2+),False,s50k,depth_full20k,595,22424,10777,111269,18712,0.27395560043486594,0.27417309493680475,0.18108299564748617,0.39914319508683593,1.8668410908953657,0
+MS1 monocyte (IL1R2+),False,s50k,depth_full108k,595,22424,11411,111269,18712,0.25873451107585227,0.2589405889393518,0.16961272503677766,0.37838862831013187,1.9493069694645693,0
+MS1 monocyte (IL1R2+),False,s50k,depth_xcal,595,22424,17185,111269,18712,0.17180212428784114,0.1719414931588498,0.11420924425420073,0.24411717759147056,2.540010354894337,0
+MS1 monocyte (IL1R2+),False,s100k,own,448,22868,18712,111269,18712,0.116494066771896,0.11662096626346972,0.07306986899642659,0.17164874546687248,3.100100913508765,0
+MS1 monocyte (IL1R2+),False,s100k,depth_r16,448,22868,11961,111269,18712,0.18224537893451365,0.18244115129416694,0.11455336260825025,0.2760378623345789,2.454496915428956,0
+MS1 monocyte (IL1R2+),False,s100k,depth_r64,448,22868,11572,111269,18712,0.18837167105389888,0.1885737594474122,0.11700239616064027,0.2861169478057164,2.406799159854877,0
+MS1 monocyte (IL1R2+),False,s100k,depth_full20k,448,22868,10777,111269,18712,0.20226751205676144,0.20248386278869662,0.1267207649039745,0.30670571949278486,2.304121159741478,0
+MS1 monocyte (IL1R2+),False,s100k,depth_full108k,448,22868,11411,111269,18712,0.1910294432946909,0.19123426641591176,0.11931407653287092,0.29122358363730816,2.386587038310682,0
+MS1 monocyte (IL1R2+),False,s100k,depth_xcal,448,22868,17185,111269,18712,0.12684532891682967,0.12698320277007813,0.08024994411234895,0.18838764994661863,2.97729042374045,0
+MS1 monocyte (IL1R2+),False,s150k,own,437,24718,18712,111269,18712,0.10512889151925295,0.10524636402291868,0.07000363620807386,0.14857751329726399,3.248157701944515,0
+MS1 monocyte (IL1R2+),False,s150k,depth_r16,437,24718,11961,111269,18712,0.1644654977099123,0.16464679068501994,0.10837016113579719,0.2402893150245908,2.602553703864706,0
+MS1 monocyte (IL1R2+),False,s150k,depth_r64,437,24718,11572,111269,18712,0.16999410802871248,0.17018125614853022,0.11233841935289982,0.2501597838343099,2.554855948290627,0
+MS1 monocyte (IL1R2+),False,s150k,depth_full20k,437,24718,10777,111269,18712,0.1825342691016295,0.18273464038773984,0.12050547766854841,0.2696608440888034,2.452177948177228,0
+MS1 monocyte (IL1R2+),False,s150k,depth_full108k,437,24718,11411,111269,18712,0.17239258768804322,0.17258227111062222,0.11356347454087146,0.2542306618261439,2.534643826746432,0
+MS1 monocyte (IL1R2+),False,s150k,depth_xcal,437,24718,17185,111269,18712,0.1144702832765936,0.11459792189804578,0.07587115091081438,0.1622770477595161,3.1253472121762,0
+MS1 monocyte (IL1R2+),False,s162k,own,357,20808,18712,111269,18712,0.10202153488586543,0.10216169234534685,0.059411367490702915,0.15878691377434093,3.291073765771512,0
+MS1 monocyte (IL1R2+),False,s162k,depth_r16,357,20808,11961,111269,18712,0.15960429402092752,0.15982114851919094,0.093868020994864,0.25194760613530387,2.6454697676917034,0
+MS1 monocyte (IL1R2+),False,s162k,depth_r64,357,20808,11572,111269,18712,0.1649694919447212,0.16519340401920954,0.09696609069910317,0.26232081161390386,2.597772012117624,0
+MS1 monocyte (IL1R2+),False,s162k,depth_full20k,357,20808,10777,111269,18712,0.17713899608279798,0.17737886040476022,0.10412746982758861,0.28100673250697666,2.495094012004225,0
+MS1 monocyte (IL1R2+),False,s162k,depth_full108k,357,20808,11411,111269,18712,0.16729707832655455,0.16752404749702515,0.09796037865367112,0.2653258764653478,2.577559890573429,0
+MS1 monocyte (IL1R2+),False,s162k,depth_xcal,357,20808,17185,111269,18712,0.11108681761910469,0.11123916487808344,0.06521395590002353,0.17263767660994467,3.168263276003197,0
+MS1 monocyte (IL1R2+),False,own5,own,2129,21211,17336,111269,18712,0.644228307869007,0.6443610217253909,0.21405043611826272,1.2625879067625563,0.634058868788683,0
+MS1 monocyte (IL1R2+),False,own58,own,2507,22723,17362,111269,18712,0.7070711192102919,0.7071917724995943,0.43736913857270426,1.1388455485024565,0.4998266044383921,0
+Cycling monocyte (Ye 2026),False,zs,own,103,45474,2618,111269,4601,0.09626725979768054,0.09671610522054208,0.060745086834443955,0.15998894976904,3.3701000416739015,0
+Cycling monocyte (Ye 2026),False,xcal,own,293,32496,3975,111269,4601,0.25239152414307786,0.2527904288644857,0.16097137255474034,0.3965779445201732,1.9839862535683195,0
+Cycling monocyte (Ye 2026),False,r16,own,32,22524,2531,111269,4601,0.062457773651123163,0.06342114749292989,0.035152854562631605,0.11276398973214224,3.978892209094518,0
+Cycling monocyte (Ye 2026),False,r64,own,31,20054,2455,111269,4601,0.07006213569594275,0.07117767367143532,0.04456520112962956,0.11776575901558635,3.8124314083393456,0
+Cycling monocyte (Ye 2026),False,full20k,own,73,24002,2253,111269,4601,0.15020639462172353,0.15120164991797608,0.100579132495011,0.24131349855582387,2.72545421250103,0
+Cycling monocyte (Ye 2026),False,full108k,own,48,19494,2398,111269,4601,0.11425238688955683,0.11541845035452823,0.07510709498442525,0.17806209515188606,3.115054228726131,0
+Cycling monocyte (Ye 2026),False,s50k,own,55,22424,4601,111269,4601,0.059315959016494495,0.059848691128926206,0.04162303162189922,0.08856101391574678,4.062536493524167,0
+Cycling monocyte (Ye 2026),False,s50k,depth_r16,55,22424,2531,111269,4601,0.10782802348277012,0.1087867873710266,0.07350861222961193,0.17066726137611732,3.20042474925333,0
+Cycling monocyte (Ye 2026),False,s50k,depth_r64,55,22424,2455,111269,4601,0.11116608042154426,0.11215383923019907,0.07563472305938827,0.17975431192824254,3.1564490875388285,0
+Cycling monocyte (Ye 2026),False,s50k,depth_full20k,55,22424,2253,111269,4601,0.1211330348135336,0.12220712324373367,0.08210933931902101,0.1948468877044272,3.0325997150588777,0
+Cycling monocyte (Ye 2026),False,s50k,depth_full108k,55,22424,2398,111269,4601,0.1138084768285618,0.1148191587366078,0.07643903582048495,0.1855642670703402,3.1225647045450073,0
+Cycling monocyte (Ye 2026),False,s50k,depth_xcal,55,22424,3975,111269,4601,0.06865728992072734,0.06927273355043487,0.04777061355429738,0.10413062273861534,3.8515685850646064,0
+Cycling monocyte (Ye 2026),False,s100k,own,21,22868,4601,111269,4601,0.022208184811410406,0.022734480514345064,0.01135462414749682,0.03957489055410228,5.458974151073435,0
+Cycling monocyte (Ye 2026),False,s100k,depth_r16,21,22868,2531,111269,4601,0.04037133872670853,0.04132439742712178,0.0202012674125768,0.07468901300820929,4.596862406802598,0
+Cycling monocyte (Ye 2026),False,s100k,depth_r64,21,22868,2455,111269,4601,0.041621123550834735,0.04260342581419621,0.020706223511738998,0.07864888080452818,4.552886745088096,0
+Cycling monocyte (Ye 2026),False,s100k,depth_full20k,21,22868,2253,111269,4601,0.04535279996329307,0.046422326197807326,0.022729651322632032,0.08622707200073093,4.429037372608145,0
+Cycling monocyte (Ye 2026),False,s100k,depth_full108k,21,22868,2398,111269,4601,0.0426104496736027,0.043615889967379105,0.021421907051743277,0.08000911709917816,4.519002362094275,0
+Cycling monocyte (Ye 2026),False,s100k,depth_xcal,21,22868,3975,111269,4601,0.025705624733911768,0.02631435343648819,0.013153980351112109,0.046661180060761635,5.248006242613874,0
+Cycling monocyte (Ye 2026),False,s150k,own,20,24718,4601,111269,4601,0.01956764764707166,0.020054659457737937,0.009882062526439429,0.03620575729905366,5.63991872139363,0
+Cycling monocyte (Ye 2026),False,s150k,depth_r16,20,24718,2531,111269,4601,0.035571215655541964,0.03645329468488292,0.01758073698008978,0.07007196497563564,4.7778069771227925,0
+Cycling monocyte (Ye 2026),False,s150k,depth_r64,20,24718,2455,111269,4601,0.03667240196504143,0.037581557929049526,0.017762244899251208,0.07455091816558174,4.733831315408291,0
+Cycling monocyte (Ye 2026),False,s150k,depth_full20k,20,24718,2253,111269,4601,0.03996038474220005,0.04095030640993171,0.01949472695159484,0.08100840916512847,4.60998194292834,0
+Cycling monocyte (Ye 2026),False,s150k,depth_full108k,20,24718,2398,111269,4601,0.037544097925011136,0.03847467812999006,0.018227131924277773,0.07678938065588553,4.699946932414469,0
+Cycling monocyte (Ye 2026),False,s150k,depth_xcal,20,24718,3975,111269,4601,0.022649244484069613,0.023212555777834515,0.0113913202164086,0.04291765636928355,5.428950812934069,0
+Cycling monocyte (Ye 2026),False,s162k,own,21,20808,4601,111269,4601,0.024406803646065605,0.024985202825934392,0.013228896096315994,0.041754218084999864,5.322782260082673,0
+Cycling monocyte (Ye 2026),False,s162k,depth_r16,21,20808,2531,111269,4601,0.044368116782120846,0.045415528660295114,0.02347621661697723,0.0795944652907706,4.460670515811835,0
+Cycling monocyte (Ye 2026),False,s162k,depth_r64,21,20808,2455,111269,4601,0.04574163078433721,0.046821181349434776,0.02414908728661162,0.08341874108624461,4.416694854097334,0
+Cycling monocyte (Ye 2026),False,s162k,depth_full20k,21,20808,2253,111269,4601,0.049842744596337266,0.05101815433926652,0.026320439408251472,0.09186574651097439,4.292845481617383,0
+Cycling monocyte (Ye 2026),False,s162k,depth_full108k,21,20808,2398,111269,4601,0.04682890057362296,0.04793387984304235,0.024639075546779875,0.08625860289882434,4.382810471103513,0
+Cycling monocyte (Ye 2026),False,s162k,depth_xcal,21,20808,3975,111269,4601,0.028250491465546628,0.028919484543714527,0.015204291193432123,0.048957432538699386,5.111814351623112,0
+Cycling monocyte (Ye 2026),False,own5,own,235,21211,4056,111269,4601,0.3039365692338751,0.30454570016953786,0.07779593665778083,0.6877978079343701,1.715269359495083,0
+Cycling monocyte (Ye 2026),False,own58,own,189,22723,4056,111269,4601,0.2281772671487092,0.2287527114138503,0.08814290531577577,0.5084697286771148,2.1281392510748023,0
+ISG-high monocyte (positive control),True,zs,own,8106,45474,11029,111269,21377,1.7983801081654596,1.7984095061722212,1.3869191636527334,2.52121255884701,0.8467215666007887,0
+ISG-high monocyte (positive control),True,xcal,own,7586,32496,18301,111269,21377,1.4193264502124077,1.4193812204911784,1.1491000536103309,1.8179920255583273,0.5052621236108844,0
+ISG-high monocyte (positive control),True,r16,own,2818,22524,10616,111269,21377,1.3113201816914841,1.311491080733213,0.8824505072600036,2.0280967525607827,0.39120799606975354,0
+ISG-high monocyte (positive control),True,r64,own,2640,20054,10099,111269,21377,1.4504365295591197,1.4506394125040074,0.9270245178687623,2.335547014319246,0.5366889512154391,0
+ISG-high monocyte (positive control),True,full20k,own,2727,24002,9217,111269,21377,1.3715836643644495,1.371760731809552,0.9218306199207864,2.184204062859013,0.45602886260775394,0
+ISG-high monocyte (positive control),True,full108k,own,3082,19494,9931,111269,21377,1.7713846449499187,1.7715828262006563,1.1490703254552055,2.937669154859438,0.8250389168565045,0
+ISG-high monocyte (positive control),True,s50k,own,2268,22424,21377,111269,21377,0.5264503190109449,0.5265540635851633,0.3802402718623557,0.7091320182122544,0.9253464282861095,0
+ISG-high monocyte (positive control),True,s50k,depth_r16,2268,22424,10616,111269,21377,1.0600912273452305,1.0602749959300928,0.6776269517973463,1.666768401723186,0.08443849479882279,0
+ISG-high monocyte (positive control),True,s50k,depth_r64,2268,22424,10099,111269,21377,1.1143606762547746,1.1145511653341085,0.7056653467556525,1.7767917938060984,0.15646284744507225,0
+ISG-high monocyte (positive control),True,s50k,depth_full20k,2268,22424,9217,111269,21377,1.2209969045781675,1.2211998366467947,0.7598410491671367,1.9946369060714335,0.2882993016759393,0
+ISG-high monocyte (positive control),True,s50k,depth_full108k,2268,22424,9931,111269,21377,1.1332120098174372,1.1334047721181926,0.7182748194750369,1.818357771076955,0.18066318193519312,0
+ISG-high monocyte (positive control),True,s50k,depth_xcal,2268,22424,18301,111269,21377,0.6149351658104458,0.6150539296938409,0.4356961938758786,0.8531421582345727,0.7012151792473259,0
+ISG-high monocyte (positive control),True,s100k,own,1918,22868,21377,111269,21377,0.43656392663360943,0.4366675202159339,0.3275504741394062,0.5837360357994522,1.1953928689353204,0
+ISG-high monocyte (positive control),True,s100k,depth_r16,1918,22868,10616,111269,21377,0.8790907177511933,0.8792784734532215,0.5868576471042214,1.3630231863713267,0.18560794585038837,0
+ISG-high monocyte (positive control),True,s100k,depth_r64,1918,22868,10099,111269,21377,0.9240941736455757,0.9242893126804423,0.6079725684742974,1.455688075467761,0.11358359320413854,0
+ISG-high monocyte (positive control),True,s100k,depth_full20k,1918,22868,9217,111269,21377,1.012523278685762,1.0127322932916873,0.6592364187042257,1.6182327996941204,0.018252861026728504,0
+ISG-high monocyte (positive control),True,s100k,depth_full108k,1918,22868,9931,111269,21377,0.9397268210297723,0.9399244739884336,0.6188461395683751,1.477699979708077,0.08938325871401767,0
+ISG-high monocyte (positive control),True,s100k,depth_xcal,1918,22868,18301,111269,21377,0.5099408261650549,0.5100598264304088,0.3747260111192248,0.6982460108929639,0.9712616198965368,0
+ISG-high monocyte (positive control),True,s150k,own,2373,24718,21377,111269,21377,0.4997028633900251,0.4997964626059722,0.37549240631344616,0.6583504243276508,1.0005874043448615,0
+ISG-high monocyte (positive control),True,s150k,depth_r16,2373,24718,10616,111269,21377,1.0062309825441378,1.0063955992426101,0.6740502910245479,1.5378833544200021,0.009197518740070501,0
+ISG-high monocyte (positive control),True,s150k,depth_r64,2373,24718,10099,111269,21377,1.0577431538457833,1.0579136471468065,0.7000860228944346,1.637750324821947,0.08122187138632035,0
+ISG-high monocyte (positive control),True,s150k,depth_full20k,2373,24718,9217,111269,21377,1.1589614962231276,1.1591428130576806,0.7617173018552678,1.8380696239909944,0.21305832561718718,0
+ISG-high monocyte (positive control),True,s150k,depth_full108k,2373,24718,9931,111269,21377,1.075636704328725,1.0758091808245656,0.7148629576143359,1.6726183486530208,0.10542220587644122,0
+ISG-high monocyte (positive control),True,s150k,depth_xcal,2373,24718,18301,111269,21377,0.5836920447346357,0.5837990809146338,0.429447224868154,0.7936948977076427,0.7764561553060779,0
+ISG-high monocyte (positive control),True,s162k,own,1889,20808,21377,111269,21377,0.47252963031965806,0.4726436493776784,0.3584834346035463,0.6270190310304613,1.0811752242873893,0
+ISG-high monocyte (positive control),True,s162k,depth_r16,1889,20808,10616,111269,21377,0.9515133673081508,0.9517203988669823,0.639771448798057,1.4615940177089595,0.07139030120245742,0
+ISG-high monocyte (positive control),True,s162k,depth_r64,1889,20808,10099,111269,21377,1.0002243694765154,1.000439587560901,0.6648246076065331,1.562820633765367,0.0006340514437923245,0
+ISG-high monocyte (positive control),True,s162k,depth_full20k,1889,20808,9217,111269,21377,1.0959385816798666,1.0961692014723428,0.7234675520169707,1.7529215879515507,0.13247050567465937,0
+ISG-high monocyte (positive control),True,s162k,depth_full108k,1889,20808,9931,111269,21377,1.0171448904786355,1.017362897303662,0.6801624793047235,1.5861455755771625,0.024834385933913017,0
+ISG-high monocyte (positive control),True,s162k,depth_xcal,1889,20808,18301,111269,21377,0.5519515822820245,0.5520825951190513,0.40867455902756944,0.751877956381338,0.857043975248606,0
+ISG-high monocyte (positive control),True,own5,own,1957,21211,18703,111269,21377,0.5488991936572362,0.5490247561630937,0.33776644631118896,0.7785643380813188,0.8650568913973514,0
+ISG-high monocyte (positive control),True,own58,own,2332,22723,18665,111269,21377,0.6117994304011394,0.611914213213275,0.30225042226728127,0.9353956125471437,0.7085986851832954,0
+ISG-high T,False,zs,own,1144,43347,4514,298117,10685,1.7429790462083807,1.7435477110646793,1.287930231152623,3.1135452629209763,0.8020258430791262,0
+ISG-high T,False,xcal,own,2550,57613,8275,298117,10685,1.5945510577583955,1.594767354263332,1.253949362817188,2.2856645631965127,0.6733459780146904,0
+ISG-high T,False,r16,own,1839,51586,6395,298117,10685,1.6618662529641857,1.6621881326405987,1.0067775464194078,3.119290693943764,0.733083680945195,0
+ISG-high T,False,r64,own,1710,47130,5613,298117,10685,1.9270384075886398,1.9274301757053312,1.046094600023825,3.849302050480314,0.9466785971113716,0
+ISG-high T,False,full20k,own,1469,49480,6546,298117,10685,1.3520814237702414,1.352438325822959,0.8430229331486696,2.3147319056125735,0.43556280546938325,0
+ISG-high T,False,full108k,own,1975,47593,6031,298117,10685,2.051263406528571,2.0516126247941484,1.1397125132685055,3.670349326602516,1.0367583542168475,0
+ISG-high T,False,s50k,own,1374,55016,10685,298117,10685,0.6968028801286651,0.69702383047503,0.3213082406506564,1.1842898981344303,0.5207201138002174,0
+ISG-high T,False,s50k,depth_r16,1374,55016,6395,298117,10685,1.1642437488936335,1.1645763647159617,0.5215568718595766,2.2268413771477658,0.2198052444305471,0
+ISG-high T,False,s50k,depth_r64,1374,55016,5613,298117,10685,1.3264455325449467,1.3268100366154687,0.5777123285082082,2.6555764997186095,0.4079618305040219,0
+ISG-high T,False,s50k,depth_full20k,1374,55016,6546,298117,10685,1.1373875304269456,1.1377145254015022,0.5097518692691384,2.159460022429194,0.18613860293961798,0
+ISG-high T,False,s50k,depth_full108k,1374,55016,6031,298117,10685,1.2345114863496578,1.2348583504171322,0.5458982337227116,2.4148810798594647,0.30434556094264986,0
+ISG-high T,False,s50k,depth_xcal,1374,55016,8275,298117,10685,0.8997388246736902,0.9000118591675348,0.40911452752389943,1.62074088160938,0.15198408339008326,0
+ISG-high T,False,s100k,own,1078,53046,10685,298117,10685,0.5669938334659118,0.5672302743209096,0.2720983326546942,0.9837991722187406,0.8179935604639115,0
+ISG-high T,False,s100k,depth_r16,1078,53046,6395,298117,10685,0.9473540438754131,0.947719348957248,0.4223159255265953,1.8078407089132964,0.07746820223314677,0
+ISG-high T,False,s100k,depth_r64,1078,53046,5613,298117,10685,1.0793388759278935,1.0797433145552828,0.47627984027101183,2.1413309019510534,0.11068838384032816,0
+ISG-high T,False,s100k,depth_full20k,1078,53046,6546,298117,10685,0.9255009334835421,0.9258594815941465,0.41549418422199347,1.754119349134575,0.11113484372407584,0
+ISG-high T,False,s100k,depth_full108k,1078,53046,6031,298117,10685,1.0045314393273532,1.0049140506103091,0.444685915305578,1.957611735276059,0.007072114278956082,0
+ISG-high T,False,s100k,depth_xcal,1078,53046,8275,298117,10685,0.732124363816709,0.7324196841587917,0.33963561384862484,1.334967093550324,0.4492575300537771,0
+ISG-high T,False,s150k,own,1116,51762,10685,298117,10685,0.6015411778942812,0.601782525434858,0.271202615601183,1.0493729389175541,0.7326858805964704,0
+ISG-high T,False,s150k,depth_r16,1116,51762,6395,298117,10685,1.005077011071211,1.0054487022960168,0.42501339472336697,1.942599681752427,0.007839477634294236,0
+ISG-high T,False,s150k,depth_r64,1116,51762,5613,298117,10685,1.1451037744166033,1.1455147725187809,0.47247343682135956,2.3012025764892914,0.1959960637077692,0
+ISG-high T,False,s150k,depth_full20k,1116,51762,6546,298117,10685,0.9818923748549334,0.9822572635048005,0.4176739801837049,1.8881952733852416,0.025827163856634888,0
+ISG-high T,False,s150k,depth_full108k,1116,51762,6031,298117,10685,1.065738266589354,1.0661273606124804,0.44166257928700925,2.100211767755159,0.09237979414639702,0
+ISG-high T,False,s150k,depth_xcal,1116,51762,8275,298117,10685,0.7767332309124343,0.777034278960084,0.3367737878266951,1.4291427753133679,0.36394985018633635,0
+ISG-high T,False,s162k,own,1188,55309,10685,298117,10685,0.599284230621864,0.599508400885723,0.29179579220332325,1.0070545714762373,0.7381481246819697,0
+ISG-high T,False,s162k,depth_r16,1188,55309,6395,298117,10685,1.0013060209843028,1.0016491310553348,0.4557322514830087,1.8719841905938759,0.0023772335487951364,0
+ISG-high T,False,s162k,depth_r64,1188,55309,5613,298117,10685,1.1408074121137743,1.141185894302021,0.5054565730666519,2.2230993500145493,0.19053381962227012,0
+ISG-high T,False,s162k,depth_full20k,1188,55309,6546,298117,10685,0.9782083721653858,0.9785453322637127,0.44565333995461515,1.8139645879311677,0.031289407942133945,0
+ISG-high T,False,s162k,depth_full108k,1188,55309,6031,298117,10685,1.0617396790241445,1.0620984858931266,0.4757772010845419,2.0317778019352906,0.08691755006089777,0
+ISG-high T,False,s162k,depth_xcal,1188,55309,8275,298117,10685,0.7738189733165698,0.7740978814167596,0.36439140585801655,1.3694487442595746,0.36941209427183536,0
+ISG-high T,False,own5,own,898,71032,9763,298117,10685,0.38603416859742584,0.38622932941265564,0.2779067257300874,0.515015699504331,1.372470371324961,0
+ISG-high T,False,own58,own,1378,67850,10634,298117,10685,0.569363276175513,0.5695430872800956,0.3260114361394709,0.7248780080103203,0.8121231055370897,0
+DN2 / ABC B,False,zs,own,710,18316,2592,99729,4309,1.491468828104147,1.4922313050037876,1.1535454408430126,1.9449994737192626,0.5774711795057429,0
+DN2 / ABC B,False,xcal,own,226,17472,4260,99729,4309,0.3028152085590466,0.3034495375678189,0.21226322967455702,0.42696291604225906,1.7204714728171278,0
+DN2 / ABC B,False,r16,own,144,28860,2881,99729,4309,0.1727206928178813,0.17329034275936933,0.12913492420106323,0.23152397566295307,2.5287368376274673,0
+DN2 / ABC B,False,r64,own,152,33758,2472,99729,4309,0.18165187165990715,0.18221255542108403,0.14129357840956108,0.23742561633840073,2.4563057229062553,0
+DN2 / ABC B,False,full20k,own,204,30208,2717,99729,4309,0.24787916281978503,0.24844099006166873,0.1795143468129664,0.3410678473189234,2.0090248726976663,0
+DN2 / ABC B,False,full108k,own,248,33880,2573,99729,4309,0.2837200039828736,0.2842367856104896,0.22425617239385906,0.36352593145244594,1.8148348162267118,0
+DN2 / ABC B,False,s50k,own,156,22935,4309,99729,4309,0.15742395682390772,0.15791019748830873,0.11963642089592015,0.2055428114214919,2.6628237546532874,0
+DN2 / ABC B,False,s50k,depth_r16,156,22935,2881,99729,4309,0.23545290869636182,0.2361665785444618,0.17602586873512432,0.3112366315727266,2.0821232807862904,0
+DN2 / ABC B,False,s50k,depth_r64,156,22935,2472,99729,4309,0.27440931632452203,0.2752331632258308,0.20425174308431332,0.36532624849773404,1.8612737820460803,0
+DN2 / ABC B,False,s50k,depth_full20k,156,22935,2717,99729,4309,0.24966500918447493,0.2504191337905673,0.18610298239808667,0.3341134190063424,1.9975832963142788,0
+DN2 / ABC B,False,s50k,depth_full108k,156,22935,2573,99729,4309,0.2636377108255804,0.2644313176902532,0.19665816224460536,0.35373724885625896,1.9190350436061416,0
+DN2 / ABC B,False,s50k,depth_xcal,156,22935,4260,99729,4309,0.1592347018671874,0.1597263222804522,0.12096978631680498,0.2086481909131435,2.646326011980215,0
+DN2 / ABC B,False,s100k,own,176,24584,4309,99729,4309,0.1656933546409988,0.1661447955872244,0.13159646521388735,0.20816841683668666,2.5894869929383644,0
+DN2 / ABC B,False,s100k,depth_r16,176,24584,2881,99729,4309,0.24782112639641227,0.2484820394180613,0.1930946862074387,0.3156068151249607,2.0087865190713674,0
+DN2 / ABC B,False,s100k,depth_r64,176,24584,2472,99729,4309,0.28882389366831057,0.2895858429052148,0.22194336655281902,0.37456716262155676,1.7879370203311575,0
+DN2 / ABC B,False,s100k,depth_full20k,176,24584,2717,99729,4309,0.2627797810629605,0.2634778276294916,0.20254362183205324,0.34047863674705475,1.924246534599356,0
+DN2 / ABC B,False,s100k,depth_full108k,176,24584,2573,99729,4309,0.2774864613867329,0.2782207097661331,0.21455479101040204,0.3602072722038764,1.8456982818912187,0
+DN2 / ABC B,False,s100k,depth_xcal,176,24584,4260,99729,4309,0.167599217170907,0.16805562647180933,0.13287650890887212,0.21094429370632306,2.5729892502652922,0
+DN2 / ABC B,False,s150k,own,201,26415,4309,99729,4309,0.17611259346646987,0.17653020060074878,0.13709310967014698,0.2298781712786564,2.5020130755283416,0
+DN2 / ABC B,False,s150k,depth_r16,201,26415,2881,99729,4309,0.2634047779406521,0.26401419381881897,0.20215996514643142,0.350395464800571,1.921312601661345,0
+DN2 / ABC B,False,s150k,depth_r64,201,26415,2472,99729,4309,0.3069859082714477,0.30768732031908064,0.23551987605752223,0.4084043406317864,1.7004631029211348,0
+DN2 / ABC B,False,s150k,depth_full20k,201,26415,2717,99729,4309,0.2793040725973569,0.27994734111828035,0.21236375680030578,0.37515275691554784,1.8367726171893333,0
+DN2 / ABC B,False,s150k,depth_full108k,201,26415,2573,99729,4309,0.29493554809444955,0.29561177365025326,0.22482806091664131,0.39615637543059007,1.7582243644811963,0
+DN2 / ABC B,False,s150k,depth_xcal,201,26415,4260,99729,4309,0.17813830170117811,0.17856047400279937,0.13841832035647272,0.23296748104790332,2.48551533285527,0
+DN2 / ABC B,False,s162k,own,188,26655,4309,99729,4309,0.16323907780668198,0.16365423447418875,0.12746839728540732,0.21052364705516796,2.611277162985115,0
+DN2 / ABC B,False,s162k,depth_r16,188,26655,2881,99729,4309,0.24415035969072985,0.24475721793042396,0.1891605823513719,0.31933593987639036,2.030576689118118,0
+DN2 / ABC B,False,s162k,depth_r64,188,26655,2472,99729,4309,0.2845457873256443,0.2852448628782676,0.2182669847855836,0.3751514842526794,1.8097271903779077,0
+DN2 / ABC B,False,s162k,depth_full20k,188,26655,2717,99729,4309,0.2588874443389741,0.2595282147070898,0.19896287036386867,0.3419042270798666,1.9460367046461065,0
+DN2 / ABC B,False,s162k,depth_full108k,188,26655,2573,99729,4309,0.2733762869292626,0.2740500965480927,0.20958114031024686,0.36199267899091586,1.8674884519379693,0
+DN2 / ABC B,False,s162k,depth_xcal,188,26655,4260,99729,4309,0.16511671039178233,0.16553642142155064,0.12889124826316664,0.21371545805665348,2.594779420312043,0
+DN2 / ABC B,False,own5,own,363,21371,3994,99729,4309,0.4241262811347713,0.424657315207034,0.3026094124533218,0.5869129376545636,1.2356289926394626,0
+DN2 / ABC B,False,own58,own,249,19896,4036,99729,4309,0.3092458509721314,0.30982844346902666,0.23504817489190477,0.4072344809221906,1.690458499604122,0
+HSPC,False,zs,own,72,123000,629,589478,741,0.5485855209585482,0.5519563855686215,0.3445302073691172,0.8089333621865462,0.8573738221045526,0
+HSPC,False,xcal,own,248,123000,707,589478,741,1.681104679109026,1.683303547933006,1.215285394856662,2.367119166316407,0.751295359442571,0
+HSPC,False,r16,own,223,123000,661,589478,741,1.6168357133193116,1.6192360673266597,1.1490019007501842,2.310409545005791,0.6953133305041702,0
+HSPC,False,r64,own,393,123000,637,589478,741,2.9567568250564764,2.958196626813327,2.0618828581115984,4.233164502687066,1.5647179493607954,0
+HSPC,False,full20k,own,190,123000,649,589478,741,1.4030443333709146,1.405653617229013,1.0209077271408569,1.9618436713532674,0.4912411276449703,0
+HSPC,False,full108k,own,401,123000,648,589478,741,2.96573168222423,2.9671401420413583,2.092653183224759,4.219875245451452,1.569073068865144,0
+HSPC,False,s50k,own,148,123000,741,589478,741,0.9572072896437466,0.9597934641382827,0.7111685320423934,1.28824324264162,0.05920410605433539,0
+HSPC,False,s50k,depth_r16,148,123000,661,589478,741,1.0730568859697673,1.0758682594989215,0.7868667033878307,1.4749587643994553,0.10550143012161825,0
+HSPC,False,s50k,depth_r64,148,123000,637,589478,741,1.1134860308100727,1.1163715351506456,0.8194534812516399,1.5363421784584939,0.15881724465407468,0
+HSPC,False,s50k,depth_full20k,148,123000,649,589478,741,1.0928976912573438,1.0957457331155298,0.809684396225104,1.49579751632693,0.13191306095241398,0
+HSPC,False,s50k,depth_full108k,148,123000,648,589478,741,1.0945842617685435,1.0974353950015983,0.8044224916414572,1.4996953972246232,0.13413601214859533,0
+HSPC,False,s50k,depth_xcal,148,123000,707,589478,741,1.003239889145709,1.0059178143583556,0.7452354780436883,1.358976811969255,0.008512438681050345,0
+HSPC,False,s100k,own,399,123000,741,589478,741,2.5805791119449655,2.5820706324797573,2.0749574714776844,3.3681137389599645,1.3685284660728756,0
+HSPC,False,s100k,depth_r16,399,123000,661,589478,741,2.892903361499575,2.894339189695752,2.2972570768107228,3.8411371128236675,1.5332340022488293,0
+HSPC,False,s100k,depth_r64,399,123000,637,589478,741,3.001898150629858,3.0033025474254735,2.3796671729029755,4.007118820413872,1.5865498167812855,0
+HSPC,False,s100k,depth_full20k,399,123000,649,589478,741,2.9463931000789203,2.94781427865087,2.344601723671782,3.9184755370727933,1.5596456330796251,0
+HSPC,False,s100k,depth_full108k,399,123000,648,589478,741,2.9509400030111412,2.9523598673612024,2.32340328632283,3.9053984979527425,1.5618685842758064,0
+HSPC,False,s100k,depth_xcal,399,123000,707,589478,741,2.7046805119536343,2.706156005630728,2.1643551780298296,3.5678553511666506,1.4362450108082614,0
+HSPC,False,s150k,own,201,123000,741,589478,741,1.2999909812053585,1.3023460136287135,1.0150045185697565,1.6688589277568922,0.3811128016728661,0
+HSPC,False,s150k,depth_r16,201,123000,661,589478,741,1.4573272572967786,1.4598481770305232,1.1210073824632183,1.909313592703124,0.5458183378488198,0
+HSPC,False,s150k,depth_r64,201,123000,637,589478,741,1.5122344067082742,1.5148071672246133,1.1706764922739639,1.9824665347653025,0.5991341523812762,0
+HSPC,False,s150k,depth_full20k,201,123000,649,589478,741,1.4842732158292307,1.4868199678301635,1.1520145582271462,1.9409639822465972,0.5722299686796156,0
+HSPC,False,s150k,depth_full108k,201,123000,648,589478,741,1.486563760915387,1.4891126740257379,1.14472111194831,1.957657615337937,0.574452919875797,0
+HSPC,False,s150k,depth_xcal,201,123000,707,589478,741,1.362508227826267,1.3649322531529202,1.0648864363757242,1.7599174599467604,0.4488293464082519,0
+HSPC,False,s162k,own,203,123000,741,589478,741,1.312926214849193,1.3152725249302393,1.0337200652578298,1.729250720176524,0.3953617574111459,0
+HSPC,False,s162k,depth_r16,203,123000,661,589478,741,1.4718280260260999,1.4743379852392628,1.143055210518879,1.9915284894306562,0.5600672935870995,0
+HSPC,False,s162k,depth_r64,203,123000,637,589478,741,1.5272815152327348,1.5298424740953291,1.1899023283643773,2.0569730153150574,0.613383108119556,0
+HSPC,False,s162k,depth_full20k,203,123000,649,589478,741,1.4990421035489245,1.5015774861212816,1.1654374697764516,2.0147594759082317,0.5864789244178953,0
+HSPC,False,s162k,depth_full108k,203,123000,648,589478,741,1.5013554401284754,1.503892948705894,1.1674583402115717,2.0179292742268697,0.5887018756140767,0
+HSPC,False,s162k,depth_xcal,203,123000,707,589478,741,1.3760655236255335,1.3784799678244133,1.0813780462436382,1.8127011617255064,0.4630783021465317,0
+HSPC,False,own5,own,107,123000,727,589478,741,0.7053616711958041,0.7081707037688934,0.4570278647997071,1.0680719306298625,0.49783093260665673,0
+HSPC,False,own58,own,61,123000,732,589478,741,0.39937533875338754,0.4023740614334471,0.2522902170001727,0.5966104516035948,1.3133907883708411,0
+Cytotoxic CD4 T,False,zs,own,85,15654,1767,140213,2091,0.4308690789193502,0.43328099934781306,0.32444688086665524,0.5810012316151397,1.206625123331185,0
+Cytotoxic CD4 T,False,xcal,own,457,15566,2034,140213,2091,2.0238415458343963,2.0255578897324504,1.5580253772580337,2.668598317871925,1.0183193173306773,0
+Cytotoxic CD4 T,False,r16,own,340,18454,1833,140213,2091,1.4093349346964432,1.4110225917470067,1.0485731806368364,1.900976804642301,0.4967410869716396,0
+Cytotoxic CD4 T,False,r64,own,372,17818,1721,140213,2091,1.7009494084711783,1.7027409355777805,1.2807058251147783,2.3215238919609464,0.7678589521109747,0
+Cytotoxic CD4 T,False,full20k,own,412,18475,1928,140213,2091,1.6217877697235807,1.6233349694052215,1.2133609246412262,2.142193694617499,0.6989607256018269,0
+Cytotoxic CD4 T,False,full108k,own,330,15734,1828,140213,2091,1.6087437927981578,1.6107407088011836,1.2113108631663625,2.174859106404254,0.6877242729185145,0
+Cytotoxic CD4 T,False,s50k,own,270,21052,2091,140213,2091,0.8600122781301804,0.861398915718368,0.6427238616794719,1.1779661882962948,0.21524658729170734,0
+Cytotoxic CD4 T,False,s50k,depth_r16,270,21052,1833,140213,2091,0.9810614694872924,0.9826102166484683,0.7212622269905085,1.3686932770016333,0.02530885535933826,0
+Cytotoxic CD4 T,False,s50k,depth_r64,270,21052,1721,140213,2091,1.0449074221790862,1.046538386421706,0.7674848121128148,1.4629982259879615,0.06562522978241224,0
+Cytotoxic CD4 T,False,s50k,depth_full20k,270,21052,1928,140213,2091,0.932720785046788,0.9342057724785929,0.6911063126464161,1.2892591681304253,0.09818773527643414,0
+Cytotoxic CD4 T,False,s50k,depth_full108k,270,21052,1828,140213,2091,0.9837448980143365,0.9852971464178105,0.7273549603808019,1.3633782394257457,0.021369215989040593,0
+Cytotoxic CD4 T,False,s50k,depth_xcal,270,21052,2034,140213,2091,0.8841129171928256,0.8855324808183664,0.6587847208658055,1.2138075697779216,0.17538286972138287,0
+Cytotoxic CD4 T,False,s100k,own,306,20421,2091,140213,2091,1.0047977870699818,1.0061990111733945,0.7736537077726692,1.3436494362017963,0.008915676950383195,0
+Cytotoxic CD4 T,False,s100k,depth_r16,306,20421,1833,140213,2091,1.146225953498817,1.1477857823120559,0.868398487926005,1.5583705431808932,0.1988534088827523,0
+Cytotoxic CD4 T,False,s100k,depth_r64,306,20421,1721,140213,2091,1.2208205536103032,1.222460198587949,0.9217357398458105,1.6647729287061739,0.28978749402450255,0
+Cytotoxic CD4 T,False,s100k,depth_full20k,306,20421,1928,140213,2091,1.0897469775743422,1.09124461076959,0.8304705311555062,1.4632870007303354,0.12597452896565628,0
+Cytotoxic CD4 T,False,s100k,depth_full108k,306,20421,1828,140213,2091,1.1493611448377088,1.1509243816621024,0.8705759284690895,1.5605168058225978,0.2027930482530499,0
+Cytotoxic CD4 T,False,s100k,depth_xcal,306,20421,2034,140213,2091,1.032955837150114,1.0343893988051875,0.7938599461042329,1.3836171385347371,0.04877939452070746,0
+Cytotoxic CD4 T,False,s150k,own,271,19128,2091,140213,2091,0.9500226869011624,0.9515479621014856,0.7350204844458588,1.2599959751800662,0.07165171853301519,0
+Cytotoxic CD4 T,False,s150k,depth_r16,271,19128,1833,140213,2091,1.0837411010967433,1.0854445392611165,0.8206297628132266,1.4547198397798247,0.11828601339935396,0
+Cytotoxic CD4 T,False,s150k,depth_r64,271,19128,1721,140213,2091,1.1542692843174494,1.1560630628726443,0.8792572226473926,1.5667924434462004,0.2092200985411043,0
+Cytotoxic CD4 T,False,s150k,depth_full20k,271,19128,1928,140213,2091,1.030340994974238,1.0319743649132782,0.7905769927288708,1.3825547790975783,0.0454071334822581,0
+Cytotoxic CD4 T,False,s150k,depth_full108k,271,19128,1828,140213,2091,1.0867053820078394,1.0884126676156725,0.8301010154843341,1.4637034740697574,0.12222565276965164,0
+Cytotoxic CD4 T,False,s150k,depth_xcal,271,19128,2034,140213,2091,0.9766457415488351,0.9782072070460837,0.7536262464862148,1.3010136872375355,0.03178800096269054,0
+Cytotoxic CD4 T,False,s162k,own,289,20606,2091,140213,2091,0.940455814827002,0.9418576839663991,0.7096609022565957,1.2633791715568055,0.08641901185089883,0
+Cytotoxic CD4 T,False,s162k,depth_r16,289,20606,1833,140213,2091,1.07282766437712,1.0743906986723335,0.7929137187759864,1.4747660338551187,0.10351872008147016,0
+Cytotoxic CD4 T,False,s162k,depth_r64,289,20606,1721,140213,2091,1.1426456181308897,1.144290064487786,0.8426019991567529,1.5642451580732968,0.19445280522322062,0
+Cytotoxic CD4 T,False,s162k,depth_full20k,289,20606,1928,140213,2091,1.0199653053958824,1.0214650484914305,0.7611119087997916,1.3849114481650937,0.03063984016437453,0
+Cytotoxic CD4 T,False,s162k,depth_full108k,289,20606,1828,140213,2091,1.0757620945313244,1.0773286005008058,0.7982172312141684,1.47328112218213,0.10745835945176781,0
+Cytotoxic CD4 T,False,s162k,depth_xcal,289,20606,2034,140213,2091,0.9668107712897056,0.9682454391819727,0.7265196409558768,1.3051973104345145,0.04655529428057443,0
+Cytotoxic CD4 T,False,own5,own,518,33233,2058,140213,2091,1.0619476870277496,1.0627145419639272,0.8278922787522452,1.3569208723351174,0.08775412349254146,0
+Cytotoxic CD4 T,False,own58,own,609,30246,2091,140213,2091,1.350154889637161,1.3509403542793859,1.0941398688818396,1.6773040655744156,0.433963979263943,0
+Granulocyte-like (LDG),False,zs,own,321,123000,6501,589478,14337,0.2366395638944853,0.23698993415528252,0.16882908266361787,0.34553603687570433,2.0771023110914753,0
+Granulocyte-like (LDG),False,xcal,own,156,123000,11842,589478,14337,0.06313381473959985,0.06333349260535036,0.04565449190561889,0.08818680752247289,3.9808875489366082,0
+Granulocyte-like (LDG),False,r16,own,17,123000,7951,589478,14337,0.010246832990276828,0.01054754714685423,0.005217488150489915,0.018293107021570828,6.566948653449433,0
+Granulocyte-like (LDG),False,r64,own,23,123000,6864,589478,14337,0.01605879858623761,0.016406707776015043,0.009170775975759153,0.026814839587078573,5.929570417816911,0
+Granulocyte-like (LDG),False,full20k,own,21,123000,7441,589478,14337,0.013525411284216323,0.013846514465950952,0.007287715556131127,0.023942062218719983,6.174333332312207,0
+Granulocyte-like (LDG),False,full108k,own,24,123000,7235,589478,14337,0.015897732904074032,0.016227814193006136,0.009023026306118703,0.026967228806723198,5.945387500750096,0
+Granulocyte-like (LDG),False,s50k,own,106,123000,14337,589478,14337,0.03543317506412143,0.03559907117187998,0.0272817110311827,0.04634591187156124,4.812016589965182,0
+Granulocyte-like (LDG),False,s50k,depth_r16,106,123000,7951,589478,14337,0.06389201746878492,0.06418935835085572,0.04633583733302447,0.08940914053527395,3.9615220501685617,0
+Granulocyte-like (LDG),False,s50k,depth_r64,106,123000,6864,589478,14337,0.07401011522352986,0.07435380332534479,0.05225271569496567,0.10547109244135297,3.7494496492687097,0
+Granulocyte-like (LDG),False,s50k,depth_full20k,106,123000,7441,589478,14337,0.06827112362509193,0.06858854840110586,0.04903845062235458,0.09648834124937593,3.865888466788467,0
+Granulocyte-like (LDG),False,s50k,depth_full108k,106,123000,7235,589478,14337,0.07021498699299364,0.07054131475735324,0.05008349500743014,0.0993404242993544,3.825387724639465,0
+Granulocyte-like (LDG),False,s50k,depth_xcal,106,123000,11842,589478,14337,0.04289861770767683,0.043099149919934916,0.03266131426214028,0.05688444611280153,4.536196775643388,0
+Granulocyte-like (LDG),False,s100k,own,44,123000,14337,589478,14337,0.014708110403974933,0.014874729269001493,0.010383563635049269,0.020182657139502118,6.070992779224623,0
+Granulocyte-like (LDG),False,s100k,depth_r16,44,123000,7951,589478,14337,0.026521214798363554,0.026820905602000754,0.01840757578562857,0.03817927849582203,5.220498239428002,0
+Granulocyte-like (LDG),False,s100k,depth_r64,44,123000,6864,589478,14337,0.03072117990410673,0.031068021107773177,0.020975517312417157,0.04549241041853715,5.00842583852815,0
+Granulocyte-like (LDG),False,s100k,depth_full20k,44,123000,7441,589478,14337,0.02833895697645325,0.02865906482487522,0.01954230173925269,0.041138932405709344,5.124864656047907,0
+Granulocyte-like (LDG),False,s100k,depth_full108k,44,123000,7235,589478,14337,0.029145843657469056,0.029475009452602993,0.01998461802119851,0.04289141500853186,5.084363913898906,0
+Granulocyte-like (LDG),False,s100k,depth_xcal,44,123000,11842,589478,14337,0.017806973388092267,0.01800856499001975,0.01249841003378685,0.024731782071978365,5.795172964902829,0
+Granulocyte-like (LDG),False,s150k,own,33,123000,14337,589478,14337,0.0110310828029812,0.01119782989913596,0.007218667291127271,0.017061957457590822,6.480637019733248,0
+Granulocyte-like (LDG),False,s150k,depth_r16,33,123000,7951,589478,14337,0.019890911098772668,0.020191018823978092,0.01244660581435009,0.031945421246057336,5.6301424799366275,0
+Granulocyte-like (LDG),False,s150k,depth_r64,33,123000,6864,589478,14337,0.02304088492808005,0.023388285553042724,0.014113056197680664,0.038011780388610465,5.4180700790367755,0
+Granulocyte-like (LDG),False,s150k,depth_full20k,33,123000,7441,589478,14337,0.021254217732339938,0.021574801609737525,0.0131813237060512,0.03453657121581088,5.534508896556533,0
+Granulocyte-like (LDG),False,s150k,depth_full108k,33,123000,7235,589478,14337,0.021859382743101795,0.02218905205982472,0.013427140953101687,0.03574455678191801,5.494008154407531,0
+Granulocyte-like (LDG),False,s150k,depth_xcal,33,123000,11842,589478,14337,0.013355230041069201,0.01355700959922835,0.008602545562972106,0.020876351637836067,6.204817205411454,0
+Granulocyte-like (LDG),False,s162k,own,35,123000,14337,589478,14337,0.011699633275889151,0.011866357057293327,0.007620882196933829,0.01771821389597849,6.396979090686338,0
+Granulocyte-like (LDG),False,s162k,depth_r16,35,123000,7951,589478,14337,0.021096420862334646,0.021396452783618583,0.013459641901014743,0.03380537176401493,5.546484550889717,0
+Granulocyte-like (LDG),False,s162k,depth_r64,35,123000,6864,589478,14337,0.024437302196448536,0.02478460110844827,0.015464881989319161,0.039710023349961335,5.334412149989865,0
+Granulocyte-like (LDG),False,s162k,depth_full20k,35,123000,7441,589478,14337,0.02254235214036054,0.02286284946703528,0.014373201469651334,0.03616876782294546,5.4508509675096235,0
+Granulocyte-like (LDG),False,s162k,depth_full108k,35,123000,7235,589478,14337,0.023184193818441296,0.023513771585784413,0.01466745396880509,0.037359215854829875,5.410350225360621,0
+Granulocyte-like (LDG),False,s162k,depth_xcal,35,123000,11842,589478,14337,0.01416463792234612,0.014366383306644973,0.0092139828967328,0.021794566070830364,6.121159276364544,0
+Granulocyte-like (LDG),False,own5,own,106,123000,12961,589478,14337,0.03919492561486837,0.03937828823259881,0.026905565190556226,0.05457882006438248,4.666455790876947,0
+Granulocyte-like (LDG),False,own58,own,196,123000,13680,589478,14337,0.06866453192602102,0.06883718056945927,0.04211095307332946,0.10480614853178558,3.8606681810334176,0
+Platelet signal in monocytes (negative control),True,zs,own,1308,45474,11518,111269,23329,0.2778700231841664,0.2779641760997431,0.22863898855233974,0.35060950600220514,1.847029133857794,0
+Platelet signal in monocytes (negative control),True,xcal,own,1074,32496,19698,111269,23329,0.18669230903631545,0.1867744825686915,0.14871535750622408,0.2393683939046224,2.4206307297020775,0
+Platelet signal in monocytes (negative control),True,r16,own,411,22524,11037,111269,23329,0.18395832461441633,0.18417377472585933,0.15065942947169622,0.23269248667541514,2.440860450214726,0
+Platelet signal in monocytes (negative control),True,r64,own,342,20054,10482,111269,23329,0.1810319064684482,0.18128792541559202,0.15112313684085765,0.22193427782849157,2.4636452565298157,0
+Platelet signal in monocytes (negative control),True,full20k,own,918,24002,9482,111269,23329,0.44881719148026417,0.4490379668466419,0.372220247275239,0.5604398566555513,1.1550906626922857,0
+Platelet signal in monocytes (negative control),True,full108k,own,652,19494,10416,111269,23329,0.35728916629119173,0.35754599774427415,0.2891638388369659,0.45007383670972767,1.4837992405522205,0
+Platelet signal in monocytes (negative control),True,s50k,own,618,22424,23329,111269,23329,0.13144783944662145,0.13155136934975437,0.10456234669371571,0.16753003810361033,2.9263018289467086,0
+Platelet signal in monocytes (negative control),True,s50k,depth_r16,618,22424,11037,111269,23329,0.2778424070354473,0.27805460215131095,0.2210612494454753,0.35694026070859086,1.8465598791404458,0
+Platelet signal in monocytes (negative control),True,s50k,depth_r64,618,22424,10482,111269,23329,0.2925535819929624,0.29277631015932215,0.23228196137713533,0.3749634355412778,1.7721292714510073,0
+Platelet signal in monocytes (negative control),True,s50k,depth_full20k,618,22424,9482,111269,23329,0.323407155288993,0.32365174492434423,0.25659536012631545,0.4150249003286271,1.627485812898855,0
+Platelet signal in monocytes (negative control),True,s50k,depth_full108k,618,22424,10416,111269,23329,0.2944073201277104,0.2946313705414577,0.23440308041112662,0.3768599821910193,1.763017047014952,0
+Platelet signal in monocytes (negative control),True,s50k,depth_xcal,618,22424,19698,111269,23329,0.15567807119759527,0.15580006961165033,0.12373568273508238,0.19802809253634251,2.6822322168898323,0
+Platelet signal in monocytes (negative control),True,s100k,own,537,22868,23329,111269,23329,0.11200158379696987,0.11210346566231467,0.09171860903028865,0.13926882970040913,3.157097215347515,0
+Platelet signal in monocytes (negative control),True,s100k,depth_r16,537,22868,11037,111269,23329,0.236738692434494,0.23694838524747183,0.19215507772116902,0.2984858805804182,2.0773552655412524,0
+Platelet signal in monocytes (negative control),True,s100k,depth_r64,537,22868,10482,111269,23329,0.2492735115817125,0.24949370876880228,0.20253113774233492,0.31431314563732377,2.002924657851814,0
+Platelet signal in monocytes (negative control),True,s100k,depth_full20k,537,22868,9482,111269,23329,0.2755626395696594,0.2758046719925093,0.22214465820522394,0.3483191978280452,1.858281199299662,0
+Platelet signal in monocytes (negative control),True,s100k,depth_full108k,537,22868,10416,111269,23329,0.25085300963896984,0.2510745262006403,0.2035675684823325,0.31714479063161005,1.9938124334157588,0
+Platelet signal in monocytes (negative control),True,s100k,depth_xcal,537,22868,19698,111269,23329,0.13264722044875166,0.13276735803076223,0.10831441890303249,0.16555116552654192,2.913027603290639,0
+Platelet signal in monocytes (negative control),True,s150k,own,386,24718,23329,111269,23329,0.07448212155285741,0.07457700260945219,0.06016652419229503,0.09298388905209745,3.745125376135671,0
+Platelet signal in monocytes (negative control),True,s150k,depth_r16,386,24718,11037,111269,23329,0.15743348860257414,0.15763027699906818,0.12727759286152382,0.19808917864150802,2.665383426329408,0
+Platelet signal in monocytes (negative control),True,s150k,depth_r64,386,24718,10482,111269,23329,0.1657692628989325,0.16597607272856804,0.13338787171546201,0.2089360949585935,2.5909528186399697,0
+Platelet signal in monocytes (negative control),True,s150k,depth_full20k,386,24718,9482,111269,23329,0.18325178376994417,0.18347948140018083,0.14728827776716022,0.23142560453246566,2.446309360087817,0
+Platelet signal in monocytes (negative control),True,s150k,depth_full108k,386,24718,10416,111269,23329,0.1668196441730617,0.16702771395163585,0.13461729285344912,0.21015768083855774,2.581840594203914,0
+Platelet signal in monocytes (negative control),True,s150k,depth_xcal,386,24718,19698,111269,23329,0.0882116668548386,0.08832368872641139,0.07139091164296069,0.11026633809598815,3.5010557640787945,0
+Platelet signal in monocytes (negative control),True,s162k,own,341,20808,23329,111269,23329,0.07816315870755962,0.07827608978832155,0.06409554897329772,0.09842069983344262,3.675284500543485,0
+Platelet signal in monocytes (negative control),True,s162k,depth_r16,341,20808,11037,111269,23329,0.16521412788698545,0.16544888214873366,0.1352084945003692,0.2096568082965053,2.595542550737222,0
+Platelet signal in monocytes (negative control),True,s162k,depth_r64,341,20808,10482,111269,23329,0.17396187077739536,0.17420863693934152,0.14206819816866167,0.22058163315200952,2.5211119430477837,0
+Platelet signal in monocytes (negative control),True,s162k,depth_full20k,341,20808,9482,111269,23329,0.19230840850966655,0.19258023060549936,0.15674100802558041,0.244509046255358,2.376468484495631,0
+Platelet signal in monocytes (negative control),True,s162k,depth_full108k,341,20808,10416,111269,23329,0.17506416373739037,0.17531244052384656,0.14321913585654789,0.2230657752431528,2.511999718611728,0
+Platelet signal in monocytes (negative control),True,s162k,depth_xcal,341,20808,19698,111269,23329,0.0925712422321382,0.0927046240432849,0.07581963009661928,0.11629718362124948,3.4312148884866085,0
+Platelet signal in monocytes (negative control),True,own5,own,2194,21211,20052,111269,23329,0.5739736672393985,0.5740901575070216,0.43391630226440925,0.7462249591806143,0.8006507733620195,0
+Platelet signal in monocytes (negative control),True,own58,own,2308,22723,20063,111269,23329,0.5633112799816344,0.5634192732358088,0.46848353723944886,0.6811344832961115,0.8277191791579419,0

paper-releases/pbisc-diffusion/updates/20261005T142225Z-rare-states-scratch-vs-pretrained/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/scratch_vs_lora_20261005/verify_recompute_cross_spearman_arms.csv

@@ -0,0 +1,181 @@
+arm,state,rho,ci_lo,ci_hi
+zs,C1Q-high monocyte (reference),0.14897022349219874,-0.0634953558450396,0.35733050945610806
+zs,Cycling T/NK,0.11879119046487904,-0.11623747555818553,0.33618203315617584
+zs,Cycling activated T (CD38/HLA-DR),0.03374725260373218,-0.18341471969925233,0.242356860765881
+zs,Proliferating T (label),-0.018709084082318368,-0.24156511282778678,0.20189552905499653
+zs,Plasmablast (label),0.33207920810711905,0.11717541487986442,0.5243023998757576
+zs,Plasmablast (markers),0.3760753502012829,0.14898324149902833,0.5671218334156383
+zs,MS1 monocyte (IL1R2+),0.5257984199802778,0.33007543157321556,0.6891452123356885
+zs,Cycling monocyte (Ye 2026),0.1906973956442681,-0.03267106651515351,0.3972422358096199
+zs,ISG-high monocyte (positive control),0.4960865732106126,0.2937974185717766,0.6705958178521058
+zs,ISG-high T,0.43189005368098826,0.2133677498665487,0.6186660331121143
+zs,DN2 / ABC B,0.1050282977859333,-0.10314316271844845,0.30016653813334804
+zs,HSPC,-0.005512903468766702,-0.2394717309697719,0.22472092839436156
+zs,Cytotoxic CD4 T,0.375146525042665,0.17626664911184006,0.5497638528894331
+zs,Granulocyte-like (LDG),0.4168937552291161,0.2001988602107707,0.5962604848862082
+zs,Platelet signal in monocytes (negative control),0.2336294986182663,0.020398253811890903,0.4337769398403561
+xcal,C1Q-high monocyte (reference),0.11200068662846516,-0.1018295251339386,0.32086343880220125
+xcal,Cycling T/NK,0.1625998904478673,-0.036438625477557406,0.36395487511726726
+xcal,Cycling activated T (CD38/HLA-DR),0.13389747294577423,-0.09150241777814404,0.34752011916795533
+xcal,Proliferating T (label),0.08145761690846956,-0.1296583070238557,0.30074690816912325
+xcal,Plasmablast (label),0.41326432375254524,0.20545133501521748,0.5809608289088787
+xcal,Plasmablast (markers),0.4886741718763075,0.30013939324366407,0.6518738779158885
+xcal,MS1 monocyte (IL1R2+),0.6470298105841801,0.47290578218450235,0.784845944096938
+xcal,Cycling monocyte (Ye 2026),0.4166828651083665,0.18633560370611388,0.6187385763718055
+xcal,ISG-high monocyte (positive control),0.5012422082558489,0.2874840705919574,0.6707088335004355
+xcal,ISG-high T,0.5523371840860498,0.3407934642655967,0.7193073330868923
+xcal,DN2 / ABC B,-0.06334723274496683,-0.30022983117053254,0.16231073923522982
+xcal,HSPC,0.13294648357188787,-0.09280979228022514,0.3525155706828779
+xcal,Cytotoxic CD4 T,0.4900451791659197,0.30232218641252434,0.6367229849659466
+xcal,Granulocyte-like (LDG),0.30763203623377827,0.08828578487435262,0.5095498851953758
+xcal,Platelet signal in monocytes (negative control),0.2202232996169378,0.020590101171086714,0.4115326346089447
+r16,C1Q-high monocyte (reference),0.01833193860876224,-0.19106108256596877,0.24069435170923678
+r16,Cycling T/NK,-0.12782965207988436,-0.3319646267061144,0.09474416650101311
+r16,Cycling activated T (CD38/HLA-DR),-0.0823151553570747,-0.2976468478572427,0.14044603015409396
+r16,Proliferating T (label),0.06790526571459832,-0.15463550378551816,0.3005437725564591
+r16,Plasmablast (label),0.3555008866488111,0.13690340658798741,0.5441879339873263
+r16,Plasmablast (markers),0.47759834944976387,0.2712452254212669,0.6381373603781678
+r16,MS1 monocyte (IL1R2+),0.40014385460982327,0.1910645027639178,0.5834070622324655
+r16,Cycling monocyte (Ye 2026),0.03377748831800565,-0.20845399047829408,0.26225344484053964
+r16,ISG-high monocyte (positive control),0.4219254903896237,0.1883627754939906,0.6061030391725498
+r16,ISG-high T,0.5334285073517612,0.3345300107642142,0.6935775619992333
+r16,DN2 / ABC B,0.10903042463381012,-0.1040840226587964,0.32046263539231784
+r16,HSPC,0.06767279722261316,-0.16913365934488966,0.29332525085700534
+r16,Cytotoxic CD4 T,0.5410403942321702,0.36245106532238486,0.6933885046162737
+r16,Granulocyte-like (LDG),-0.06285102421788866,-0.2744579582604747,0.1596786512003237
+r16,Platelet signal in monocytes (negative control),0.14839958864531766,-0.0904364295670038,0.36605897090832856
+r64,C1Q-high monocyte (reference),0.055012345650893385,-0.15919865511018388,0.2928368954962158
+r64,Cycling T/NK,-0.15968333113169964,-0.37789881597320146,0.08204709903373938
+r64,Cycling activated T (CD38/HLA-DR),0.08429670983173067,-0.12203086227907979,0.3093803629910043
+r64,Proliferating T (label),0.13795317758141612,-0.10788213733244706,0.36596301810300486
+r64,Plasmablast (label),0.37519137857632284,0.15864296394679528,0.5565181702913806
+r64,Plasmablast (markers),0.4388444731118488,0.2381925580176033,0.610928535859416
+r64,MS1 monocyte (IL1R2+),0.418718555995835,0.19436879129498327,0.603857059259278
+r64,Cycling monocyte (Ye 2026),0.09692232551674505,-0.13328831879906458,0.3191503173127475
+r64,ISG-high monocyte (positive control),0.48656533097121946,0.2697733607610551,0.6635139487770321
+r64,ISG-high T,0.513585064433802,0.29470703178435104,0.6899640789483967
+r64,DN2 / ABC B,0.31486762872563817,0.09183862366047613,0.5212406669051393
+r64,HSPC,0.09636977747707148,-0.12353905383516618,0.3022957344621376
+r64,Cytotoxic CD4 T,0.5814465540091031,0.39305219767284805,0.7371989333019049
+r64,Granulocyte-like (LDG),0.14283563308620756,-0.07475176280338176,0.34959628133062925
+r64,Platelet signal in monocytes (negative control),0.3568928448911638,0.13594706002131912,0.5395106995504528
+full20k,C1Q-high monocyte (reference),0.08436641731903875,-0.1221780882583886,0.3046747977407528
+full20k,Cycling T/NK,0.0955987578580098,-0.12044893474130469,0.3075554839980011
+full20k,Cycling activated T (CD38/HLA-DR),0.23246021801217004,0.025547584274943795,0.4436523847011913
+full20k,Proliferating T (label),0.0744340444101552,-0.14666018220945398,0.29826122025955665
+full20k,Plasmablast (label),0.3299244706562059,0.11244030759052057,0.5123097060232162
+full20k,Plasmablast (markers),0.4350889449149323,0.22082055634253753,0.6042215991742028
+full20k,MS1 monocyte (IL1R2+),0.5426304960743793,0.34950666058057994,0.6895092137134933
+full20k,Cycling monocyte (Ye 2026),0.13765172027929437,-0.10635963257713739,0.3634078614475939
+full20k,ISG-high monocyte (positive control),0.4317905517821625,0.2167279668786747,0.6238974082518147
+full20k,ISG-high T,0.44291554689693147,0.21061031831649438,0.6241730687856009
+full20k,DN2 / ABC B,0.05917676531946926,-0.15947460159116333,0.269323988625152
+full20k,HSPC,0.15716369223205343,-0.0919022161183778,0.3731193309188992
+full20k,Cytotoxic CD4 T,0.5690688314846367,0.3719219389694588,0.7236166016112134
+full20k,Granulocyte-like (LDG),0.0029172406103594533,-0.20910409980451716,0.2223434082818994
+full20k,Platelet signal in monocytes (negative control),0.2180233583233635,-0.0010808407521432674,0.4142694352964399
+full108k,C1Q-high monocyte (reference),0.018448795221812152,-0.19211692044274212,0.2330386180871673
+full108k,Cycling T/NK,-0.023242466665731678,-0.2391649389057631,0.21539442593457347
+full108k,Cycling activated T (CD38/HLA-DR),0.03832239084742433,-0.18268378204564895,0.27662885348501026
+full108k,Proliferating T (label),0.03557901611007419,-0.2003230684927104,0.28009418547888776
+full108k,Plasmablast (label),0.22785448873535893,-0.002371093498648848,0.4197350949444712
+full108k,Plasmablast (markers),0.3469220163427908,0.13787054393897405,0.524066290130803
+full108k,MS1 monocyte (IL1R2+),0.5045827422300466,0.315026335881512,0.6718494589163054
+full108k,Cycling monocyte (Ye 2026),0.3181446066410711,0.11269880322363042,0.509637120740884
+full108k,ISG-high monocyte (positive control),0.45796784727095036,0.2373463694117247,0.6447451729569627
+full108k,ISG-high T,0.47241714171750926,0.23705156551329093,0.6528614180363592
+full108k,DN2 / ABC B,0.3903288195291378,0.18403106188733534,0.5585009460531608
+full108k,HSPC,0.07030085169808331,-0.16126588813053813,0.3015127180067221
+full108k,Cytotoxic CD4 T,0.6157215644177935,0.44519229131484106,0.745962114009136
+full108k,Granulocyte-like (LDG),0.13495023062255224,-0.07789040588342576,0.35977352620752556
+full108k,Platelet signal in monocytes (negative control),0.26867036368168795,0.029120675134209073,0.48228037696822573
+s50k,C1Q-high monocyte (reference),0.20636913156033734,-0.008318698783920523,0.4084490174194117
+s50k,Cycling T/NK,0.0012152752175162266,-0.20269762159408794,0.21486408690010336
+s50k,Cycling activated T (CD38/HLA-DR),-0.04883097404805474,-0.2651368948741441,0.17046841873782756
+s50k,Proliferating T (label),-0.0879559840706146,-0.2991001857235638,0.1344860279492825
+s50k,Plasmablast (label),0.36094538867933773,0.13475506948969088,0.550895240613153
+s50k,Plasmablast (markers),0.4288029729953604,0.21219376849617988,0.610200765975593
+s50k,MS1 monocyte (IL1R2+),0.5106437628429805,0.3097075307095696,0.6728494013181479
+s50k,Cycling monocyte (Ye 2026),0.27405543810625194,0.05591710608462574,0.47083773048650374
+s50k,ISG-high monocyte (positive control),0.442394031306746,0.21691519213903648,0.6269690064665616
+s50k,ISG-high T,0.24774261279508014,-0.0036302492222349157,0.4688816876057212
+s50k,DN2 / ABC B,0.07713806613609733,-0.1646260587779208,0.3014959020148354
+s50k,HSPC,0.18940785274363003,-0.034925272478966936,0.41161970656923647
+s50k,Cytotoxic CD4 T,0.39346394922519223,0.20321031035467108,0.5598264735778762
+s50k,Granulocyte-like (LDG),0.4449804813127171,0.2499724518578686,0.6126866126482681
+s50k,Platelet signal in monocytes (negative control),0.3074011105322625,0.0768429326552376,0.5014992332912181
+s100k,C1Q-high monocyte (reference),0.23373349476757657,0.02333663653297847,0.450064157949165
+s100k,Cycling T/NK,0.013305763606892528,-0.21592300193457467,0.24548684083218947
+s100k,Cycling activated T (CD38/HLA-DR),0.0536570289268228,-0.17153664481634714,0.27370324938263924
+s100k,Proliferating T (label),0.07609168891062408,-0.13281848337697438,0.275488993463761
+s100k,Plasmablast (label),0.29209136376569816,0.05770309862909417,0.5050376853386243
+s100k,Plasmablast (markers),0.4846251864858429,0.28035833018817274,0.6557140353891012
+s100k,MS1 monocyte (IL1R2+),0.509791861181405,0.3137018950112267,0.6729393854687562
+s100k,Cycling monocyte (Ye 2026),0.22333926931800813,0.01894179529209397,0.40360907209326247
+s100k,ISG-high monocyte (positive control),0.40484327383543744,0.16856573398618535,0.5987308818659686
+s100k,ISG-high T,0.3792273958963155,0.1399535768369611,0.5864906654487163
+s100k,DN2 / ABC B,0.15443972960009741,-0.07471579396292204,0.36806113796513945
+s100k,HSPC,0.10345834453646255,-0.12349828560615811,0.32113462322004693
+s100k,Cytotoxic CD4 T,0.4258656561309699,0.223300294794433,0.6012150972115076
+s100k,Granulocyte-like (LDG),0.4372517949411365,0.23774606518551358,0.6075343609632785
+s100k,Platelet signal in monocytes (negative control),0.19159077823461718,-0.02882445571612975,0.3922841976853924
+s150k,C1Q-high monocyte (reference),0.27607265454270435,0.0646474248312911,0.47837033438610077
+s150k,Cycling T/NK,0.011578527787745804,-0.2205702943034408,0.24151164435124925
+s150k,Cycling activated T (CD38/HLA-DR),0.003403300579328721,-0.2168145485629708,0.22880555208293676
+s150k,Proliferating T (label),0.033767492598106984,-0.1895502050623888,0.24915234277225887
+s150k,Plasmablast (label),0.2861090713647205,0.0439672771229142,0.49337288801602264
+s150k,Plasmablast (markers),0.4920764204555205,0.293125077512207,0.6503729190319482
+s150k,MS1 monocyte (IL1R2+),0.40896006645223554,0.18463099731991578,0.6020876341311466
+s150k,Cycling monocyte (Ye 2026),0.06236973366290805,-0.14290199404772083,0.26699295239846177
+s150k,ISG-high monocyte (positive control),0.4015216248537323,0.1716324021858551,0.5861233876651218
+s150k,ISG-high T,0.34300672358146744,0.10325586321217127,0.5510417688707996
+s150k,DN2 / ABC B,0.059290574293983836,-0.17139481319346897,0.2884920549269226
+s150k,HSPC,0.29320546171407474,0.0682531356107761,0.4982952658746394
+s150k,Cytotoxic CD4 T,0.4807663978021551,0.29861582236237766,0.6421950415553118
+s150k,Granulocyte-like (LDG),0.18589962567949836,-0.04720882846671769,0.39960944574868185
+s150k,Platelet signal in monocytes (negative control),0.22792725972315508,0.007247846744772909,0.4322613733463143
+s162k,C1Q-high monocyte (reference),0.10043598760250892,-0.1200727584608608,0.313534250437375
+s162k,Cycling T/NK,-0.0540343591142522,-0.2787923022196653,0.1863630387434489
+s162k,Cycling activated T (CD38/HLA-DR),0.1632249749953246,-0.060727857375935654,0.3630541402681077
+s162k,Proliferating T (label),0.09308982468274968,-0.11965074491040892,0.3030077410351754
+s162k,Plasmablast (label),0.315375882988043,0.0861155853722478,0.5136037746202644
+s162k,Plasmablast (markers),0.5074007135682373,0.30016362999515356,0.6691969855780446
+s162k,MS1 monocyte (IL1R2+),0.5225207926313509,0.31285300768064866,0.6816234418445978
+s162k,Cycling monocyte (Ye 2026),0.0719522992896303,-0.14628807344675088,0.289215844451479
+s162k,ISG-high monocyte (positive control),0.4060209295931343,0.17118433570983935,0.6045553713652755
+s162k,ISG-high T,0.383182908008798,0.14806216320734375,0.592042443864927
+s162k,DN2 / ABC B,0.10462683508313289,-0.13135024375053378,0.3328350731207175
+s162k,HSPC,0.2750474577967008,0.03125549022112487,0.4844118808308817
+s162k,Cytotoxic CD4 T,0.4044710538546303,0.18734020321493552,0.6057708387865657
+s162k,Granulocyte-like (LDG),0.18319623791935583,-0.0537066841821903,0.4078412846183517
+s162k,Platelet signal in monocytes (negative control),0.1593288067713077,-0.07483860111383063,0.3745794767334441
+own5,C1Q-high monocyte (reference),0.15195154640844397,-0.0648046139909925,0.36800405261826113
+own5,Cycling T/NK,0.12162587798228984,-0.10259066955347614,0.33168516621091365
+own5,Cycling activated T (CD38/HLA-DR),0.11641802422791445,-0.11018905055451567,0.3252298977469016
+own5,Proliferating T (label),0.22158611652929308,0.009757325814880868,0.42316173105938343
+own5,Plasmablast (label),0.12490172580823881,-0.11528281174885716,0.34475676541614697
+own5,Plasmablast (markers),0.37027809655490773,0.13492982478516388,0.5738330760695441
+own5,MS1 monocyte (IL1R2+),0.43940241344226705,0.23806409700974807,0.6132237866194413
+own5,Cycling monocyte (Ye 2026),0.16546133960528497,-0.07756498779607258,0.3938521063722577
+own5,ISG-high monocyte (positive control),0.309442441465233,0.05984071509298821,0.5242039178184251
+own5,ISG-high T,0.5194388325793767,0.3167465912318845,0.686570475822281
+own5,DN2 / ABC B,0.04696443204536975,-0.1591468631741051,0.23974746056786586
+own5,HSPC,-0.0005251123176374643,-0.22764958374263636,0.22532113594673137
+own5,Cytotoxic CD4 T,0.5408198791294234,0.35965813356265464,0.6854021639514449
+own5,Granulocyte-like (LDG),0.3536138743369667,0.14608423327716896,0.5416572728476625
+own5,Platelet signal in monocytes (negative control),0.20307002537135138,-0.012885592041604967,0.4030090339704649
+own58,C1Q-high monocyte (reference),0.21741983907777435,-0.019682354051685655,0.4505385577253555
+own58,Cycling T/NK,0.3321315547445843,0.10517906184182758,0.5420367922079702
+own58,Cycling activated T (CD38/HLA-DR),0.17332615250928557,-0.03711189129500807,0.3939306897164972
+own58,Proliferating T (label),0.3863061258975033,0.1871707975767838,0.5650079398805543
+own58,Plasmablast (label),0.1953379552172448,-0.03380823405797277,0.4114292181653165
+own58,Plasmablast (markers),0.43301720669512606,0.22571700264446115,0.6113684529119499
+own58,MS1 monocyte (IL1R2+),0.5714714592295743,0.38910666063177307,0.7202981632940086
+own58,Cycling monocyte (Ye 2026),0.1275635767997658,-0.12997010916635227,0.3556995995040149
+own58,ISG-high monocyte (positive control),0.6008168876376291,0.40264350704752294,0.7633339853620515
+own58,ISG-high T,0.698668481527157,0.5484360550346306,0.8143641071653858
+own58,DN2 / ABC B,0.4225398595679895,0.2427866165917276,0.5974074890912525
+own58,HSPC,0.04933981769899803,-0.16772674742560212,0.2710990764584311
+own58,Cytotoxic CD4 T,0.6921551991756923,0.5418969090194073,0.7947536019476554
+own58,Granulocyte-like (LDG),0.3780213328378721,0.15577904531868525,0.5588355722946263
+own58,Platelet signal in monocytes (negative control),0.09975673079452245,-0.13274094783537602,0.32003789989131215