Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/immicro/fewshot_draw3_cibersortx/per_donor.csv

@@ -0,0 +1,103 @@
+donor,group,bp_comp_l1_final_cells,bp_comp_l1_first_cells,bp_comp_l1_final_mrna,bp_comp_l1_first_mrna,lora_comp_l1,bp_first_T cell,bp_final_T cell,obs_T cell,bp_first_B cell,bp_final_B cell,obs_B cell,bp_first_Monocyte,bp_final_Monocyte,obs_Monocyte,bp_first_NK cell,bp_final_NK cell,obs_NK cell,bp_first_DC,bp_final_DC,obs_DC,bp_first_Other,bp_final_Other,obs_Other
+HS1,DB1,0.20296073434438897,0.20296073434438897,0.20748369786995313,0.20748369786995313,0.2353795620437957,0.5486840799650441,0.5486840799650441,0.6332116788321168,0.05551782657324108,0.05551782657324108,0.05862226277372263,0.15635726620979296,0.15635726620979296,0.13822992700729927,0.22728550972152556,0.22728550972152556,0.14393248175182483,0.012094170398272583,0.012094170398272583,0.018476277372262775,6.114713212363204e-05,6.114713212363204e-05,0.007527372262773723
+HS2,DB2,0.267147113560023,0.267147113560023,0.2958776556997846,0.2958776556997846,0.3079606013478486,0.5366121687925052,0.5366121687925052,0.661353032659409,0.05585222654886505,0.05585222654886505,0.05909797822706065,0.175771502778514,0.175771502778514,0.1386080870917574,0.2078320258365396,0.2078320258365396,0.11372472783825817,0.01482518940272395,0.01482518940272395,0.02041213063763608,0.009106886640852062,0.009106886640852062,0.006804043545878694
+HS3,DB3,0.18622840732839413,0.18622840732839413,0.34591890977721235,0.34591890977721235,0.1517574182369505,0.6643868877070774,0.6643868877070774,0.6484730344379467,0.02346721075182704,0.02346721075182704,0.06952566601689408,0.2342830032518196,0.2342830032518196,0.17782109594975093,0.028534461694004122,0.028534461694004122,0.07060862031622266,0.04932843659527191,0.04932843659527191,0.028589993502274202,0.0,0.0,0.004981589776911414
+HS4,DB4,0.358868529935824,0.358868529935824,0.49375489384775695,0.49375489384775695,0.3218008159347252,0.3929865526868965,0.3929865526868965,0.54307655387569,0.029717916935072173,0.029717916935072173,0.04535637149028078,0.40022736204310644,0.40022736204310644,0.2371010319174466,0.1588565309545632,0.1588565309545632,0.14254859611231102,0.01742193712743415,0.01742193712743415,0.02423806095512359,0.0007897002529275882,0.0007897002529275882,0.007679385649148068
+HS6,DB3,0.31301573579876557,0.31301573579876557,0.5770930864709034,0.5770930864709034,0.2658051476393493,0.3553974403961556,0.3553974403961556,0.4836570345807674,0.0403522173396358,0.0403522173396358,0.037423022264329704,0.28653145153392634,0.28653145153392634,0.3147797252486973,0.1519495684508071,0.1519495684508071,0.13003315963998105,0.1525759137605537,0.1525759137605537,0.024869729985788725,0.013193408518921541,0.013193408518921541,0.009237328280435813
+HS7,DB1,0.15898586716407948,0.15898586716407948,0.2888304644769701,0.2888304644769701,0.1081707640677436,0.644405182865836,0.644405182865836,0.7035822992273473,0.03769891782402371,0.03769891782402371,0.03839850152189183,0.21084390525143795,0.21084390525143795,0.13135097166939827,0.08759590741766989,0.08759590741766989,0.09740107703114025,0.017065023966010454,0.017065023966010454,0.02130648560056193,0.0023910626750219123,0.0023910626750219123,0.0079606649496605
+HS8,DB1,0.25270084213927485,0.25270084213927485,0.37086309780162313,0.37086309780162313,0.1196451259583789,0.5125062144503862,0.5125062144503862,0.6251369112814896,0.06763059813706034,0.06763059813706034,0.06489594742606791,0.2636321722166688,0.2636321722166688,0.15553121577217963,0.13380616112116567,0.13380616112116567,0.11829134720700986,0.022424854074718937,0.022424854074718937,0.028477546549835708,0.0,0.0,0.007667031763417305
+HS9,DB3,0.12534227187381625,0.12534227187381625,0.3020787558393315,0.3020787558393315,0.1880811770674784,0.7038715428855331,0.7038715428855331,0.6958396752917301,0.0,0.0,0.028665651953323185,0.21443845493895722,0.21443845493895722,0.18670725520040587,0.01596914818282802,0.01596914818282802,0.049974632166412986,0.046552058858465604,0.046552058858465604,0.03373921867072552,0.019168795134215953,0.019168795134215953,0.0050735667174023336
+HS10,DB4,0.4009969006258156,0.4009969006258156,0.5144787830897704,0.5144787830897704,0.3795026326447954,0.3746962970363789,0.3746962970363789,0.5244228432563791,0.2402843524320234,0.2402843524320234,0.18347509113001215,0.24637481405240177,0.24637481405240177,0.13001215066828675,0.10815883709785788,0.10815883709785788,0.13754556500607534,0.0,0.0,0.021385176184690158,0.030485699381338046,0.030485699381338046,0.0031591737545565005
+HS11,DB6,0.2628132921799203,0.2628132921799203,0.44218325152685867,0.44218325152685867,0.1639889119889119,0.5113449932197656,0.5113449932197656,0.6056826056826057,0.02640208611168435,0.02640208611168435,0.061330561330561334,0.34596281075928215,0.34596281075928215,0.24358974358974358,0.046840204595252566,0.046840204595252566,0.04054054054054054,0.043597487329802655,0.043597487329802655,0.04573804573804574,0.025852417984212638,0.025852417984212638,0.0031185031185031187
+HS12,DB2,0.17517636298997863,0.17517636298997863,0.16815673748181617,0.16815673748181617,0.1570632240979808,0.7353546552178765,0.7353546552178765,0.6798411122144985,0.08560452212412506,0.08560452212412506,0.06971201588877855,0.1661947646975587,0.1661947646975587,0.1529294935451837,0.0,0.0,0.064746772591857,0.00238202704522914,0.00238202704522914,0.025223435948361468,0.010464030915210594,0.010464030915210594,0.007547169811320755
+HS13,DB5,0.4089937047249919,0.4089937047249919,0.5649353411901724,0.5649353411901724,0.1652020033388981,0.4732915627072548,0.4732915627072548,0.6156093489148581,0.06880814117146952,0.06880814117146952,0.056343906510851416,0.39565222028671704,0.39565222028671704,0.2166110183639399,0.02922327107382184,0.02922327107382184,0.08764607679465776,0.03302480476073678,0.03302480476073678,0.02003338898163606,0.0,0.0,0.0037562604340567614
+HS14,DB3,0.22925705678673275,0.22925705678673275,0.387310091348893,0.387310091348893,0.0901393152302243,0.5505332620048173,0.5505332620048173,0.6517119244391971,0.05172132648493315,0.05172132648493315,0.06517119244391972,0.2710111401610319,0.2710111401610319,0.20306965761511217,0.06663794362473759,0.06663794362473759,0.04250295159386069,0.04804899192773041,0.04804899192773041,0.0332939787485242,0.012047335796749596,0.012047335796749596,0.004250295159386069
+HS15,DB4,0.4656706151787934,0.4656706151787934,0.6019572702047179,0.6019572702047179,0.2571672473867595,0.2833293985684513,0.2833293985684513,0.46972996515679444,0.020652762150657568,0.020652762150657568,0.04638501742160279,0.5925686905660322,0.5925686905660322,0.37282229965156793,0.07363312192428836,0.07363312192428836,0.08776132404181185,0.013025019523303672,0.013025019523303672,0.0195993031358885,0.01679100726726693,0.01679100726726693,0.0037020905923344947
+HS16,DB4,0.4327256463460767,0.4327256463460767,0.5320636380915025,0.5320636380915025,0.2816836018174309,0.4530829984429304,0.4530829984429304,0.5846757538207352,0.16869637925736003,0.16869637925736003,0.08736059479553904,0.3644822347541454,0.3644822347541454,0.23048327137546468,0.0077536827210820634,0.0077536827210820634,0.07166460140437836,0.0,0.0,0.020859149111937217,0.005984704824482093,0.005984704824482093,0.004956629491945477
+HS17,DB6,0.20706863226725314,0.20706863226725314,0.3268183549908615,0.3268183549908615,0.0935432591747481,0.6603078711709583,0.6603078711709583,0.7221905305191101,0.07822419938578493,0.07822419938578493,0.07529948659440959,0.2449336193148696,0.2449336193148696,0.14432401597261837,0.0,0.0,0.03194523673702225,0.01653431012838713,0.01653431012838713,0.02053622361665716,0.0,0.0,0.005704506560182544
+HS18,DB4,0.2867238745731924,0.2867238745731924,0.4062300869680579,0.4062300869680579,0.1501839904420549,0.6195819992421833,0.6195819992421833,0.6633811230585425,0.04401686942375185,0.04401686942375185,0.05734767025089606,0.32645632199388414,0.32645632199388414,0.18309438470728792,0.0,0.0,0.07198327359617682,0.0024085029251866116,0.0024085029251866116,0.016129032258064516,0.007536306414994186,0.007536306414994186,0.008064516129032258
+HS19,DB5,0.369495756545588,0.369495756545588,0.41557419109566457,0.41557419109566457,0.2541479151544479,0.42927570063727477,0.42927570063727477,0.5971449310428261,0.16211649576122072,0.16211649576122072,0.1454149528187757,0.2760506002426825,0.2760506002426825,0.14686668279699977,0.13032140651278132,0.13032140651278132,0.09145898862811518,0.0,0.0,0.014275344785869828,0.0022357968460405184,0.0022357968460405184,0.004839099927413501
+HS20,DB7,0.24917299290423986,0.24917299290423986,0.3145206030805421,0.3145206030805421,0.0709106881405563,0.6565262414688171,0.6565262414688171,0.7657393850658858,0.13773839721271416,0.13773839721271416,0.09882869692532943,0.1456277723719801,0.1456277723719801,0.08345534407027819,0.039461889080789146,0.039461889080789146,0.029282576866764276,0.0,0.0,0.015373352855051245,0.02064569986569947,0.02064569986569947,0.007320644216691069
+HS21,DB1,0.24099274071367674,0.24099274071367674,0.37426624040277895,0.37426624040277895,0.2792047177759056,0.5740289247427086,0.5740289247427086,0.5945661331086773,0.16388708172811967,0.16388708172811967,0.06887110362257792,0.19241312823745998,0.19241312823745998,0.1941870261162595,0.013230068659623243,0.013230068659623243,0.11141533277169334,0.030813647121377706,0.030813647121377706,0.02401010951979781,0.02562714951071088,0.02562714951071088,0.0069502948609941025
+HS23,DB6,0.45602901599861245,0.45602901599861245,0.6129641738633883,0.6129641738633883,0.1441904761904762,0.354224665541833,0.354224665541833,0.5630952380952381,0.14029440462066514,0.14029440462066514,0.0994047619047619,0.39348956085352094,0.39348956085352094,0.2386904761904762,0.052822328274503304,0.052822328274503304,0.06904761904761905,0.057325780620358306,0.057325780620358306,0.025,0.0018432600891193991,0.0018432600891193991,0.004761904761904762
+HS24,DB6,0.5411356801133803,0.5411356801133803,0.6795900331249161,0.6795900331249161,0.3348103792415169,0.33302928855366243,0.33302928855366243,0.5365269461077844,0.13236222903863404,0.13236222903863404,0.07005988023952096,0.38491219784440345,0.38491219784440345,0.17664670658682635,0.1450303514937272,0.1450303514937272,0.19401197604790418,0.0,0.0,0.017964071856287425,0.004665933069572886,0.004665933069572886,0.004790419161676647
+HS25,DB6,0.6494440185177791,0.6494440185177791,0.7442969176355552,0.7442969176355552,0.2255555555555555,0.21078642613970275,0.21078642613970275,0.4872222222222222,0.04671378682362994,0.04671378682362994,0.095,0.4775896980560486,0.4775896980560486,0.30333333333333334,0.1431542118366614,0.1431542118366614,0.08444444444444445,0.042515715537384355,0.042515715537384355,0.026111111111111113,0.07924016160657305,0.07924016160657305,0.0038888888888888888
+HS26,DB2,0.1259943489170784,0.1259943489170784,0.21921973739651454,0.21921973739651454,0.2347154742096506,0.657208698626375,0.657208698626375,0.651414309484193,0.00023077895244254007,0.00023077895244254007,0.054076539101497505,0.17252044496551985,0.17252044496551985,0.16167498613422074,0.13253454152304356,0.13253454152304356,0.09678313921242374,0.03750553593261911,0.03750553593261911,0.02689961175818081,0.0,0.0,0.009151414309484194
+HS27,DB2,0.2192359192521649,0.2192359192521649,0.3058633929704551,0.3058633929704551,0.2146501240694789,0.5740087305602297,0.5740087305602297,0.6540942928039702,0.16238691051164586,0.16238691051164586,0.11464019851116625,0.18147422529309665,0.18147422529309665,0.1196029776674938,0.08159312275271673,0.08159312275271673,0.0890818858560794,0.0,0.0,0.015632754342431762,0.0005370108823110625,0.0005370108823110625,0.006947890818858561
+HS28,DB5,0.48428470445883626,0.48428470445883626,0.6107444781913687,0.6107444781913687,0.1110463337831759,0.37839909987917797,0.37839909987917797,0.594017094017094,0.13756815225535304,0.13756815225535304,0.12010796221322537,0.37920307986610285,0.37920307986610285,0.1545209176788124,0.1048296679993661,0.1048296679993661,0.11156095366621682,0.0,0.0,0.015744489428699954,0.0,0.0,0.004048582995951417
+HS29,DB5,0.44776813206692195,0.44776813206692195,0.5640532505749221,0.5640532505749221,0.083760404511863,0.47041215341557346,0.47041215341557346,0.6550758459743291,0.08097486300139692,0.08097486300139692,0.03663943990665111,0.3783817817951912,0.3783817817951912,0.19883313885647608,0.06185445239425321,0.06185445239425321,0.0823803967327888,0.005277112160600649,0.005277112160600649,0.022870478413068846,0.003099637232984548,0.003099637232984548,0.004200700116686115
+HS30,DB3,0.2585322031573751,0.2585322031573751,0.44710865396442023,0.44710865396442023,0.2347553901039242,0.48978151746893156,0.48978151746893156,0.5667752442996743,0.08997485187451747,0.08997485187451747,0.08127811385140375,0.35057010311675463,0.35057010311675463,0.26477431363424847,0.0,0.0,0.049325267566309915,0.0696735275397964,0.0696735275397964,0.03489995346672871,0.0,0.0,0.002947107181634869
+HS31,DB3,0.30769420025237987,0.30769420025237987,0.4319422905752046,0.4319422905752046,0.2427329192546583,0.4843538386017504,0.4843538386017504,0.5956521739130435,0.027844609926303898,0.027844609926303898,0.07039337474120083,0.2693375228448806,0.2693375228448806,0.21884057971014492,0.14152843265843437,0.14152843265843437,0.08385093167701864,0.041279806061142975,0.041279806061142975,0.02546583850931677,0.035655789907487655,0.035655789907487655,0.005797101449275362
+HS32,DB6,0.47849963921433164,0.47849963921433164,0.5830732178898855,0.5830732178898855,0.1124092409240924,0.474536000281432,0.474536000281432,0.7128712871287128,0.11054917970844229,0.11054917970844229,0.07535753575357536,0.3049916510919599,0.3049916510919599,0.13036303630363036,0.08367775385699786,0.08367775385699786,0.06050605060506051,0.025509782804551302,0.025509782804551302,0.019251925192519254,0.0007356322566167507,0.0007356322566167507,0.0016501650165016502
+HS35,DB7,0.41806367787612925,0.41806367787612925,0.5123712757552417,0.5123712757552417,0.1655649376759148,0.4272769668520439,0.4272769668520439,0.6363088057901085,0.09921647511484843,0.09921647511484843,0.08443908323281062,0.232056237396825,0.232056237396825,0.1513872135102533,0.15146902344904023,0.15146902344904023,0.097708082026538,0.02850178309125034,0.02850178309125034,0.024728588661037394,0.06147951409599209,0.06147951409599209,0.005428226779252111
+HS36,DB5,0.3291066837611569,0.3291066837611569,0.4650937743960606,0.4650937743960606,0.2811475591423372,0.4379188986055611,0.4379188986055611,0.5829575124614289,0.11440682104403731,0.11440682104403731,0.10064087348682649,0.2783077515105821,0.2783077515105821,0.14573937811535723,0.14877390240491192,0.14877390240491192,0.15286019463565156,0.0,0.0,0.015428435793971042,0.020592626434907512,0.020592626434907512,0.0023736055067647755
+HS37,DB6,0.47365766583937974,0.47365766583937974,0.5812329123613353,0.5812329123613353,0.1497263751763046,0.36670128215634984,0.36670128215634984,0.5763986835919135,0.1319208320392354,0.1319208320392354,0.14997649271274094,0.36116962091284843,0.36116962091284843,0.18288669487541137,0.08772825397934969,0.08772825397934969,0.06535025858015985,0.012550933467705564,0.012550933467705564,0.021626704278326282,0.03992907744451102,0.03992907744451102,0.0037611659614480487
+HS38,DB2,0.35642023292998465,0.35642023292998465,0.48027217438043934,0.48027217438043934,0.4644763832658569,0.31332020261874577,0.31332020261874577,0.4534412955465587,0.09512391184748731,0.09512391184748731,0.06022267206477733,0.40823109693319637,0.40823109693319637,0.27631578947368424,0.1791567271175071,0.1791567271175071,0.16776315789473684,0.00260974969720645,0.00260974969720645,0.03365384615384615,0.0015583117858571464,0.0015583117858571464,0.00860323886639676
+HS39,DB6,0.6720794114247165,0.6720794114247165,0.8210071105368724,0.8210071105368724,0.1214760051880674,0.42125601413199976,0.42125601413199976,0.6731517509727627,0.05558231434138214,0.05558231434138214,0.04571984435797665,0.4811440232064163,0.4811440232064163,0.17607003891050585,0.0,0.0,0.08025291828793775,0.04201764832020178,0.04201764832020178,0.02091439688715953,0.0,0.0,0.0038910505836575876
+HS40,DB2,0.4222944877177574,0.4222944877177574,0.5233331097592582,0.5233331097592582,0.1198489785363331,0.4865512304105808,0.4865512304105808,0.6938194983191104,0.048829831226769385,0.048829831226769385,0.045771916214119475,0.23559226174823367,0.23559226174823367,0.15490043961727437,0.17866040996492386,0.17866040996492386,0.07525213343677269,0.05036626664949229,0.05036626664949229,0.026377036462373934,0.0,0.0,0.003878975950349108
+HS41,DB7,0.2881943362168914,0.2881943362168914,0.37261008466022266,0.37261008466022266,0.1121609195402298,0.5420041325107068,0.5420041325107068,0.6458333333333334,0.19977995176866714,0.19977995176866714,0.15589080459770116,0.24173100944322679,0.24173100944322679,0.14152298850574713,0.016188425883689565,0.016188425883689565,0.035201149425287355,0.0,0.0,0.014367816091954023,0.0002964803937096399,0.0002964803937096399,0.007183908045977011
+HS42,DB1,0.2349173397799405,0.2349173397799405,0.4123160121518705,0.4123160121518705,0.0787111935683363,0.6609173251514436,0.6609173251514436,0.700139146567718,0.0035533304600641217,0.0035533304600641217,0.034786641929499075,0.2883428597110695,0.2883428597110695,0.18320964749536178,0.0,0.0,0.04336734693877551,0.04201005878743508,0.04201005878743508,0.029684601113172542,0.005176425889987692,0.005176425889987692,0.008812615955473098
+HS43,DB5,0.3257611334142115,0.3257611334142115,0.4346902819301974,0.4346902819301974,0.1599290031367148,0.5755183697288182,0.5755183697288182,0.6584806059215056,0.1081730668098541,0.1081730668098541,0.071149873766353,0.255413454873564,0.255413454873564,0.13839798026164793,0.049758052317805716,0.049758052317805716,0.11223318797337617,0.0,0.0,0.017443194858847832,0.011137056269958069,0.011137056269958069,0.0022951572182694515
+HS44,DB5,0.38679357260480607,0.38679357260480607,0.4296617511157643,0.4296617511157643,0.151223694466095,0.5318315668250654,0.5318315668250654,0.719147830605352,0.07485125084523092,0.07485125084523092,0.06832943621719927,0.21361811366052874,0.21361811366052874,0.15146791374382956,0.16187727890238512,0.16187727890238512,0.03715250714471291,0.013281585460703623,0.013281585460703623,0.019225772928033256,0.004540204306086181,0.004540204306086181,0.004676539360872954
+HS45,DB7,0.44999636137571986,0.44999636137571986,0.5954499925367089,0.5954499925367089,0.1854545454545454,0.5237898247272103,0.5237898247272103,0.6646464646464646,0.08956229734484158,0.08956229734484158,0.08333333333333333,0.3379611358682709,0.3379611358682709,0.1191919191919192,0.026032119233850574,0.026032119233850574,0.10606060606060606,0.02265462282582676,0.02265462282582676,0.022727272727272728,0.0,0.0,0.00404040404040404
+HS46,DB1,0.1983458982623089,0.1983458982623089,0.2656753558493855,0.2656753558493855,0.2125926645615739,0.5408683117264744,0.5408683117264744,0.6315278115132378,0.07377519876213215,0.07377519876213215,0.060480932717998544,0.18756637394403441,0.18756637394403441,0.13990769978139422,0.17399848839972681,0.17399848839972681,0.13577847947534613,0.023791627167632265,0.023791627167632265,0.028175856205975226,0.0,0.0,0.004129220306048093
+HS47,DB3,0.20531419221280223,0.20531419221280223,0.26119777808116024,0.26119777808116024,0.4273983185639626,0.6714652398289338,0.6714652398289338,0.609634174051352,0.09518170429070974,0.09518170429070974,0.13542376732560782,0.05866536919086835,0.05866536919086835,0.09702340377187003,0.09909683018479963,0.09909683018479963,0.12315382867530107,0.05955412680866111,0.05955412680866111,0.029993183367416496,0.016036729696027267,0.016036729696027267,0.004771642808452625
+HS48,DB5,0.13840964355835142,0.13840964355835142,0.22301328455049788,0.22301328455049788,0.1211154345006484,0.682787032635465,0.682787032635465,0.7058365758754864,0.0844866532373625,0.0844866532373625,0.09909208819714656,0.14278361988711832,0.14278361988711832,0.0840466926070039,0.07007600730689949,0.07007600730689949,0.0874189364461738,0.00576714522267954,0.00576714522267954,0.019974059662775615,0.014099541710474908,0.014099541710474908,0.0036316472114137485
+HS49,DB3,0.20047151889971615,0.20047151889971615,0.20615360312486347,0.20615360312486347,0.2355016696634986,0.754139906768517,0.754139906768517,0.6773696378114564,0.0,0.0,0.027228358592345236,0.1693585040573629,0.1693585040573629,0.1857179553043925,0.01681724432735396,0.01681724432735396,0.07346519393783714,0.05185903303974252,0.05185903303974252,0.03056768558951965,0.007825311807023639,0.007825311807023639,0.005651168764449011
+HS50,DB5,0.12261129811009217,0.12261129811009217,0.2103605115610925,0.2103605115610925,0.1371528262386601,0.6679848170343596,0.6679848170343596,0.6882996045591998,0.08322263395344832,0.08322263395344832,0.08211211909746452,0.17999043543190701,0.17999043543190701,0.11979530123284485,0.06551492321918809,0.06551492321918809,0.09211444521981857,0.0,0.0,0.013258897418004187,0.003287190361096721,0.003287190361096721,0.004419632472668062
+HS51,DB3,0.1859663872585099,0.1859663872585099,0.33669312693515296,0.33669312693515296,0.1886619335612236,0.6811424966152888,0.6811424966152888,0.7068104128319748,0.1388751309495257,0.1388751309495257,0.09019195372074677,0.11442028952841916,0.11442028952841916,0.10544307125953195,0.0,0.0,0.06731527741256903,0.04458733325209222,0.04458733325209222,0.02576912963449908,0.020974749654674062,0.020974749654674062,0.004470155140678412
+HS52,DB1,0.3043159257615986,0.3043159257615986,0.3665864456668164,0.3665864456668164,0.0544831233473323,0.6060059492015326,0.6060059492015326,0.7473168455436304,0.09647842724193217,0.09647842724193217,0.04316378908072795,0.18043565746227283,0.18043565746227283,0.12085860942603827,0.10202875918452704,0.10202875918452704,0.06276248250116659,0.015051206909735245,0.015051206909735245,0.017498833411105925,0.0,0.0,0.008399440037330844
+HS53,DB7,0.2833735104147584,0.2833735104147584,0.40243385722190567,0.40243385722190567,0.0526252158894645,0.6509679760950059,0.6509679760950059,0.7506476683937824,0.1138476629666098,0.1138476629666098,0.10233160621761658,0.21096624120407334,0.21096624120407334,0.08290155440414508,0.0,0.0,0.040803108808290155,0.020888395078146854,0.020888395078146854,0.01878238341968912,0.0033297246561641495,0.0033297246561641495,0.0045336787564766836
+HS54,DB3,0.12013898005018331,0.12013898005018331,0.14816021535457702,0.14816021535457702,0.1256026711185308,0.7945590472410633,0.7945590472410633,0.7853830458171026,0.11146557250447406,0.11146557250447406,0.06362455945093674,0.0840631220979199,0.0840631220979199,0.0849564088295307,0.0,0.0,0.037655351511778894,0.0033353901029205824,0.0033353901029205824,0.02485624188462252,0.006576868053622234,0.006576868053622234,0.003524392506028566
+HS55,DB1,0.3431419320842641,0.3431419320842641,0.5433085019918467,0.5433085019918467,0.214910362920857,0.5172608996684999,0.5172608996684999,0.6228683865325755,0.04779987074069486,0.04779987074069486,0.04241364232619152,0.25350036164918827,0.25350036164918827,0.22431132487975514,0.01842655142972659,0.01842655142972659,0.08439003060778312,0.03828025209892269,0.03828025209892269,0.019676432006996064,0.12473206441296757,0.12473206441296757,0.006340183646698732
+HS56,DB1,0.2493111203859641,0.2493111203859641,0.33872257039814097,0.33872257039814097,0.3493482164523174,0.5459563715126097,0.5459563715126097,0.6112594030575104,0.004863193016604392,0.004863193016604392,0.04707595243872846,0.12263213079830863,0.12263213079830863,0.13977190002426595,0.23537378523893074,0.23537378523893074,0.16743508857073525,0.07580540687647,0.07580540687647,0.028391167192429023,0.015369112557076535,0.015369112557076535,0.006066488716330988
+HS57,DB2,0.3123471230329338,0.3123471230329338,0.4674840351687212,0.4674840351687212,0.1490973211258053,0.6035371115255784,0.6035371115255784,0.6584435401831129,0.006990274291586493,0.006990274291586493,0.03128179043743642,0.3458988921370163,0.3458988921370163,0.18972533062054933,0.017628018155094426,0.017628018155094426,0.08214649033570702,0.025945703890724425,0.025945703890724425,0.030010172939979655,0.0,0.0,0.00839267548321465
+HS58,DB7,0.5602410188304641,0.5602410188304641,0.6349351709485542,0.6349351709485542,0.2056505003849114,0.38965253873882594,0.38965253873882594,0.6605080831408776,0.019988306734317667,0.019988306734317667,0.029253271747498075,0.25723921133355204,0.25723921133355204,0.15550423402617397,0.27491499135335495,0.27491499135335495,0.1170130869899923,0.04907185067723109,0.04907185067723109,0.03156274056966898,0.009133101162718291,0.009133101162718291,0.006158583525789068
+HS59,DB4,0.26659773537895526,0.26659773537895526,0.4323021687119234,0.4323021687119234,0.2317613245860668,0.46026807692486643,0.46026807692486643,0.5796626054358013,0.058482214645726165,0.058482214645726165,0.06115276476101218,0.3477938570879393,0.3477938570879393,0.21860356138706655,0.10861324554319035,0.10861324554319035,0.11879100281162137,0.015110791073028035,0.015110791073028035,0.016166822867853797,0.009731814725249638,0.009731814725249638,0.005623242736644799
+HS60,DB6,0.44686948903418733,0.44686948903418733,0.5125106497119644,0.5125106497119644,0.2337675817976682,0.40537307797256406,0.40537307797256406,0.6288078224896577,0.04302123765499706,0.04302123765499706,0.04061677322301617,0.2638073614395354,0.2638073614395354,0.16058668672433246,0.23899504319354256,0.23899504319354256,0.14328694998119593,0.030431142342621228,0.030431142342621228,0.020308386611508085,0.01837213739673961,0.01837213739673961,0.006393380970289583
+HS61,DB7,0.6491621528183062,0.6491621528183062,0.7383080707172371,0.7383080707172371,0.1129724123625804,0.17261867467983252,0.17261867467983252,0.4971997510889857,0.12055756708806661,0.12055756708806661,0.1001866832607343,0.4214325362098334,0.4214325362098334,0.29869321717485997,0.14001049866458676,0.14001049866458676,0.07093963907902924,0.10962166374838353,0.10962166374838353,0.02862476664592408,0.03575905960929721,0.03575905960929721,0.0043559427504667085
+HS62,DB3,0.1368149318378363,0.1368149318378363,0.2772223412328248,0.2772223412328248,0.2187766723287227,0.6255511452716738,0.6255511452716738,0.6699830138315943,0.09625935521049085,0.09625935521049085,0.07789371511768989,0.18255209525352792,0.18255209525352792,0.1400145595729192,0.06750705248327366,0.06750705248327366,0.08881339480708565,0.02813035178103378,0.02813035178103378,0.02062606163552536,0.0,0.0,0.0026692550351856345
+HS63,DB5,0.3446803525052248,0.3446803525052248,0.4407572235295531,0.4407572235295531,0.1210703712138465,0.5927581363122951,0.5927581363122951,0.7214757458437714,0.13090670699998516,0.13090670699998516,0.05465725347301298,0.24662590833256343,0.24662590833256343,0.15053518560692325,0.026302877982363547,0.026302877982363547,0.0530630835800501,0.0,0.0,0.016624914598041447,0.003406370372792683,0.003406370372792683,0.0036438168982008655
+HS64,DB2,0.31848491199378537,0.31848491199378537,0.44743366027759734,0.44743366027759734,0.191241910631741,0.5655237411412317,0.5655237411412317,0.6592193117616847,0.13613750251236567,0.13613750251236567,0.0968156137647663,0.23821995224435907,0.23821995224435907,0.13071391884951206,0.02459178950799784,0.02459178950799784,0.0901386748844376,0.019641124384681692,0.019641124384681692,0.01848998459167951,0.015885890209363956,0.015885890209363956,0.004622496147919877
+HS65,DB2,0.2794050385157637,0.2794050385157637,0.3987474289449637,0.3987474289449637,0.1763350022758306,0.5475959534477253,0.5475959534477253,0.6096950386891216,0.16951670401918803,0.16951670401918803,0.10969503868912153,0.21751654528281167,0.21751654528281167,0.16909421939007738,0.0,0.0,0.07055075102412381,0.027084777180601406,0.027084777180601406,0.03413746017296313,0.038286020069673715,0.038286020069673715,0.006827492034592627
+HS66,DB4,0.40685587016764774,0.40685587016764774,0.5501216068448841,0.5501216068448841,0.1244471896232241,0.47620579252646406,0.47620579252646406,0.6448424953675108,0.10370173250585932,0.10370173250585932,0.10376775787523163,0.33950765426247775,0.33950765426247775,0.16512250360304714,0.04796682984030697,0.04796682984030697,0.07020794729256744,7.510349629429379e-05,7.510349629429379e-05,0.012559192917438749,0.032542887368597374,0.032542887368597374,0.0035001029442042414
+HS67,DB2,0.33928076027670184,0.33928076027670184,0.39794065257253675,0.39794065257253675,0.1489344413665742,0.46685578858721516,0.46685578858721516,0.6293125157391085,0.12373242277834026,0.12373242277834026,0.1095441954167716,0.20798475614588433,0.20798475614588433,0.13925963233442457,0.17421823424384078,0.17421823424384078,0.09393099974817426,0.02532672471392699,0.02532672471392699,0.018886930244270964,0.0018820735307925284,0.0018820735307925284,0.009065726517250064
+HS68,DB6,0.3626739248727261,0.3626739248727261,0.531617070287501,0.531617070287501,0.0331813965149805,0.5638429799354684,0.5638429799354684,0.6938698758931929,0.06978809072331713,0.06978809072331713,0.07070327190673185,0.3273954194473285,0.3273954194473285,0.156825874388868,0.0,0.0,0.05039488529522377,0.03252720986978807,0.03252720986978807,0.02181271154569387,0.006446300024097979,0.006446300024097979,0.006393380970289583
+HS69,DB6,0.6304676266441186,0.6304676266441186,0.7300219704373897,0.7300219704373897,0.164222851746931,0.4138302762970627,0.4138302762970627,0.6957507082152975,0.04770644862450412,0.04770644862450412,0.07932011331444759,0.24691016771088314,0.24691016771088314,0.15637393767705382,0.22997202419031262,0.22997202419031262,0.04645892351274788,0.061581083177237414,0.061581083177237414,0.020396600566572238,0.0,0.0,0.0016997167138810198
+HS70,DB4,0.1945443214956398,0.1945443214956398,0.296452672046516,0.296452672046516,0.2539912844375508,0.5978226841747213,0.5978226841747213,0.6470197208065588,0.12067102813025977,0.12067102813025977,0.10104143585198316,0.1953026615340237,0.1953026615340237,0.11766009306448039,0.07275607707410937,0.07275607707410937,0.10857522712164858,0.013447549086885857,0.013447549086885857,0.020385552847329937,0.0,0.0,0.005317970307999114
+HS71,DB4,0.3358585191760876,0.3358585191760876,0.315156869848439,0.315156869848439,0.4070000000000001,0.4189859622611156,0.4189859622611156,0.571590909090909,0.11120052926988658,0.11120052926988658,0.08863636363636364,0.16954924692626175,0.16954924692626175,0.10477272727272727,0.2946794833918956,0.2946794833918956,0.21409090909090908,0.005584778150840622,0.005584778150840622,0.017045454545454544,0.0,0.0,0.003863636363636364
+HS72,DB4,0.13398017424045908,0.13398017424045908,0.23722153364183188,0.23722153364183188,0.1409793510324484,0.7412216169862496,0.7412216169862496,0.7331858407079646,0.06222475561648375,0.06222475561648375,0.08517699115044247,0.1697587097082262,0.1697587097082262,0.11438053097345133,0.0,0.0,0.0418141592920354,0.01613913956417173,0.01613913956417173,0.01836283185840708,0.010655778124868806,0.010655778124868806,0.007079646017699115
+HS73,DB2,0.8113726914181415,0.8113726914181415,0.7955959218160061,0.7955959218160061,0.3988358279876455,0.1980577916997781,0.1980577916997781,0.5915894511760513,0.0681494240071644,0.0681494240071644,0.07531480161558565,0.11238578962421465,0.11238578962421465,0.10667617011166548,0.576994893123549,0.576994893123549,0.20076027559990497,0.04441210154529376,0.04441210154529376,0.020669992872416252,0.0,0.0,0.004989308624376337
+HS74,DB5,0.27068303493527807,0.27068303493527807,0.3549157454493504,0.3549157454493504,0.1124272091544818,0.5565969057883868,0.5565969057883868,0.6753549480822209,0.13406982606908896,0.13406982606908896,0.08645899554990465,0.17921349382011117,0.17921349382011117,0.101716465352829,0.119707905724408,0.119707905724408,0.11337147700784064,0.0020645434742136053,0.0020645434742136053,0.018648018648018648,0.008347325123791424,0.008347325123791424,0.004450095359186269
+HS75,DB6,0.3621295776837865,0.3621295776837865,0.4180946213626816,0.4180946213626816,0.0924854186265287,0.5256780064014099,0.5256780064014099,0.6933207902163687,0.1226412578602956,0.1226412578602956,0.07572906867356538,0.2551148915854004,0.2551148915854004,0.15851364063969897,0.07692965891227865,0.07692965891227865,0.04280338664158043,0.010096339281626237,0.010096339281626237,0.023518344308560677,0.009539845958989232,0.009539845958989232,0.0061147695202257765
+HS76,DB1,0.4593449647453188,0.4593449647453188,0.6419073635512762,0.6419073635512762,0.1874765330592668,0.35538905691288025,0.35538905691288025,0.5775950668036999,0.14935474043577526,0.14935474043577526,0.10405960945529291,0.28253377567001,0.28253377567001,0.1593011305241521,0.09505151312967097,0.09505151312967097,0.10251798561151079,0.052387167988732976,0.052387167988732976,0.04290853031860226,0.06528374586293048,0.06528374586293048,0.013617677286742035
+HS77,DB2,0.659444649879602,0.659444649879602,0.749646747647483,0.749646747647483,0.0939450209357364,0.36396380494200364,0.36396380494200364,0.6826870562534134,0.044162040516884556,0.044162040516884556,0.0488803932277444,0.36094058203772506,0.36094058203772506,0.1851447296559257,0.19323504574378242,0.19323504574378242,0.06499180775532495,0.037698526759604334,0.037698526759604334,0.012015292190060076,0.0,0.0,0.006280720917531403
+HS78,DB1,0.32662468632036923,0.32662468632036923,0.35083123841569136,0.35083123841569136,0.1725573389160269,0.49979511812371247,0.49979511812371247,0.6366596882996045,0.1456713710124256,0.1456713710124256,0.08792742498255408,0.10658342390063603,0.10658342390063603,0.12281926029309141,0.20475945009256835,0.20475945009256835,0.1139799953477553,0.04293502286933356,0.04293502286933356,0.02814608048383345,0.00025561400132409284,0.00025561400132409284,0.0104675505931612
+HS79,DB5,0.3302173009946413,0.3302173009946413,0.4402828867532242,0.4402828867532242,0.1488020759613116,0.46522869321581917,0.46522869321581917,0.6161830620429346,0.12609265654266416,0.12609265654266416,0.09648502005189903,0.28157901356762866,0.28157901356762866,0.15876385940080207,0.11847764790174498,0.11847764790174498,0.11181882519462137,0.0,0.0,0.014154281670205236,0.008621988772142963,0.008621988772142963,0.0025949516395376267
+HS80,DB3,0.2994688278715332,0.2994688278715332,0.4061740578847139,0.4061740578847139,0.1420847864837635,0.5881543360764818,0.5881543360764818,0.6842594745408045,0.1271092151044386,0.1271092151044386,0.10578935131364799,0.2159946237565919,0.2159946237565919,0.14415252266914672,0.0,0.0,0.04022320390606836,0.006821782422069123,0.006821782422069123,0.02022785398744478,0.06192004264041841,0.06192004264041841,0.0053475935828877
+HS81,DB7,0.19068144992911568,0.19068144992911568,0.3585667784098292,0.3585667784098292,0.168092796092796,0.7375832790483797,0.7375832790483797,0.721001221001221,0.012564062491031518,0.012564062491031518,0.04212454212454213,0.1863868994363972,0.1863868994363972,0.13553113553113552,0.0,0.0,0.06288156288156288,0.060869935979170404,0.060869935979170404,0.03296703296703297,0.002595823045021145,0.002595823045021145,0.005494505494505495
+HS82,DB2,0.30317159493437157,0.30317159493437157,0.4413287684823507,0.4413287684823507,0.2189935729588192,0.5487602044445602,0.5487602044445602,0.6553201618662223,0.13586234215727383,0.13586234215727383,0.1309212092358962,0.20797397292183797,0.20797397292183797,0.14782194715543917,0.007966903614292243,0.007966903614292243,0.031183051654368008,0.0031843570304960034,0.0031843570304960034,0.02499404903594382,0.09625221983153985,0.09625221983153985,0.009759581052130446
+HS83,DB6,0.42164869781076264,0.42164869781076264,0.5570344076734628,0.5570344076734628,0.0760553250345781,0.5514163149950336,0.5514163149950336,0.7128630705394191,0.08638794422654236,0.08638794422654236,0.08049792531120332,0.3445146041411788,0.3445146041411788,0.14481327800829877,0.0,0.0,0.045228215767634854,0.017681136637245253,0.017681136637245253,0.012448132780082987,0.0,0.0,0.004149377593360996
+HS85,DB5,0.46240385403181083,0.46240385403181083,0.5834887586707966,0.5834887586707966,0.249168880455408,0.40380861586581784,0.40380861586581784,0.5785104364326376,0.11194457995297906,0.11194457995297906,0.07756166982922201,0.4261833432678599,0.4261833432678599,0.22936432637571158,0.05806346091334307,0.05806346091334307,0.0896584440227704,0.0,0.0,0.021347248576850095,0.0,0.0,0.003557874762808349
+HS86,DB7,0.6238232322759909,0.6238232322759909,0.7383249657531304,0.7383249657531304,0.1017617761776177,0.36178058588771556,0.36178058588771556,0.6561656165616562,0.05898106530102161,0.05898106530102161,0.0711071107110711,0.26007703826226986,0.26007703826226986,0.162016201620162,0.23606929084424697,0.23606929084424697,0.0711071107110711,0.0830920197047459,0.0830920197047459,0.034203420342034205,0.0,0.0,0.0054005400540054005
+HS87,DB5,0.4149827962923379,0.4149827962923379,0.5273143604112525,0.5273143604112525,0.0837632980903204,0.5356549841741457,0.5356549841741457,0.6801081878534546,0.11086672581010701,0.11086672581010701,0.08409146791246619,0.3019563681966413,0.3019563681966413,0.12490779444307844,0.04588730344314728,0.04588730344314728,0.10154905335628227,0.0,0.0,0.007376444553725104,0.005634618375958629,0.005634618375958629,0.001967051880993361
+HS89,DB2,0.24864455122114976,0.24864455122114976,0.4439129020003632,0.4439129020003632,0.2426821215314365,0.5026315262235598,0.5026315262235598,0.5795574288724974,0.02501735074369675,0.02501735074369675,0.045574288724973655,0.30604202354939253,0.30604202354939253,0.19836670179135932,0.1242817946741905,0.1242817946741905,0.14673340358271866,0.038775510227673365,0.038775510227673365,0.022128556375131718,0.0032517945814870535,0.0032517945814870535,0.007639620653319284
+HS90,DB7,0.3028829557064537,0.3028829557064537,0.49814559010626236,0.49814559010626236,0.1305324038213271,0.6521243553042231,0.6521243553042231,0.6839659178931061,0.036093345773611236,0.036093345773611236,0.06584043377226956,0.2573492047542079,0.2573492047542079,0.13632842757552285,0.0,0.0,0.0844306738962045,0.054433094167957684,0.054433094167957684,0.024012393493415957,0.0,0.0,0.005422153369481022
+HS92,DB7,0.22706775860512296,0.22706775860512296,0.3282079752213393,0.3282079752213393,0.4680283687943263,0.49155491192915,0.49155491192915,0.5810874704491725,0.1429663222468122,0.1429663222468122,0.11678486997635934,0.14020321568028948,0.14020321568028948,0.05484633569739953,0.21713343099051063,0.21713343099051063,0.23356973995271868,0.0,0.0,0.007565011820330969,0.00814211915323752,0.00814211915323752,0.006146572104018913
+HS93,DB1,0.23420533228472512,0.23420533228472512,0.32101654833582827,0.32101654833582827,0.1331056910569106,0.6375929245002573,0.6375929245002573,0.7139512195121951,0.11615215951469147,0.11615215951469147,0.08253658536585366,0.22221879931059793,0.22221879931059793,0.13873170731707318,0.015561426807312827,0.015561426807312827,0.041951219512195125,0.008474689867140464,0.008474689867140464,0.016975609756097562,0.0,0.0,0.005853658536585366
+HS94,DB3,0.08079428060887206,0.08079428060887206,0.22365038030304735,0.22365038030304735,0.1305359232389422,0.7224567761446724,0.7224567761446724,0.7343786566814884,0.015327904420805552,0.015327904420805552,0.038380528902410484,0.1635524078119178,0.1635524078119178,0.1352679616194711,0.06221134552372035,0.06221134552372035,0.06763398080973555,0.0208232761387885,0.0208232761387885,0.019424292066463844,0.01562828996009522,0.01562828996009522,0.004914579920430611
+HS95,DB1,0.21486473217112884,0.21486473217112884,0.3530916127732467,0.3530916127732467,0.1404215134459037,0.5646879553773482,0.5646879553773482,0.6458724202626641,0.1614333468171509,0.1614333468171509,0.08348968105065666,0.15806965198974,0.15806965198974,0.13860225140712945,0.07449842641254416,0.07449842641254416,0.09826454033771106,0.035115108366853644,0.035115108366853644,0.025093808630393996,0.006195511036363141,0.006195511036363141,0.008677298311444653
+HS96,DB7,0.4181522700466326,0.4181522700466326,0.5472764433642529,0.5472764433642529,0.1950990190634833,0.37447911206471207,0.37447911206471207,0.5147140477512493,0.1501272401104773,0.1501272401104773,0.06885063853414769,0.3793095864474094,0.3793095864474094,0.25818989450305385,0.045937540583286474,0.045937540583286474,0.10716268739589117,0.0379142084419555,0.0379142084419555,0.04553026096612993,0.012232312352159125,0.012232312352159125,0.00555247084952804
+HS97,DB4,0.7875064747933538,0.7875064747933538,0.8905833763393151,0.8905833763393151,0.1515226730310261,0.3430660292555253,0.3430660292555253,0.7179431546973313,0.09259319499675403,0.09259319499675403,0.0414406595790844,0.281385999591859,0.281385999591859,0.16294206986331092,0.10469920056004793,0.10469920056004793,0.05467563462790193,0.0,0.0,0.018876111954870906,0.1782555755958137,0.1782555755958137,0.004122369277500542
+HS98,DB2,0.5928024263356679,0.5928024263356679,0.6513447075413615,0.6513447075413615,0.1530074611816897,0.250168213173985,0.250168213173985,0.5366001209921355,0.07775903825152004,0.07775903825152004,0.07360354910264166,0.47889063868039344,0.47889063868039344,0.30490018148820325,0.15717440374953218,0.15717440374953218,0.03891913692276669,0.026901501618582676,0.026901501618582676,0.03367614438394838,0.009106204525986681,0.009106204525986681,0.012300867110304496
+HS100,DB6,0.6313688411604054,0.6313688411604054,0.7616949751394918,0.7616949751394918,0.0970054406964091,0.44256460344853255,0.44256460344853255,0.6784548422198041,0.056147519705146885,0.056147519705146885,0.05005440696409141,0.4450646484267424,0.4450646484267424,0.13547334058759522,0.0547440062727939,0.0547440062727939,0.11588683351468988,0.0,0.0,0.011969532100108813,0.0014792221467842548,0.0014792221467842548,0.008161044613710556
+HS101,DB4,0.5540957631759825,0.5540957631759825,0.5854877010302432,0.5854877010302432,0.1775141242937853,0.44031681118955907,0.44031681118955907,0.6659031913269201,0.01929860341109523,0.01929860341109523,0.051152847763017255,0.3330244384985155,0.3330244384985155,0.192090395480226,0.19551222000198154,0.19551222000198154,0.05939838143227974,0.011122511599377825,0.011122511599377825,0.026721636891128418,0.000725415299470898,0.000725415299470898,0.004733547106428463
+HS102,DB7,0.509259981275914,0.509259981275914,0.6545719179807827,0.6545719179807827,0.0795562279374684,0.3965481875614498,0.3965481875614498,0.6283408976298538,0.20221094881183976,0.20221094881183976,0.10791729702471003,0.27755003798943106,0.27755003798943106,0.17397881996974282,0.04171138307139498,0.04171138307139498,0.06454866364094806,0.041329824371228625,0.041329824371228625,0.017650025214321734,0.04064961819465574,0.04064961819465574,0.007564296520423601
+HS103,DB6,0.26485250340135497,0.26485250340135497,0.35808904337252206,0.35808904337252206,0.2056609336609337,0.4712098492993654,0.4712098492993654,0.5941850941850941,0.10733263885078864,0.10733263885078864,0.0819000819000819,0.24983910530395015,0.24983910530395015,0.1601146601146601,0.15361815944269763,0.15361815944269763,0.14004914004914004,0.008157510793568898,0.008157510793568898,0.01760851760851761,0.009842736309629268,0.009842736309629268,0.006142506142506142
+HS104,DB4,0.5545254341240449,0.5545254341240449,0.656003933614483,0.656003933614483,0.1795427789185489,0.3804374882767866,0.3804374882767866,0.657700205338809,0.07693855062160315,0.07693855062160315,0.07268993839835729,0.3887564353290411,0.3887564353290411,0.19815195071868583,0.11124889961429525,0.11124889961429525,0.05626283367556468,0.021215135795175283,0.021215135795175283,0.012320328542094456,0.021403490363098705,0.021403490363098705,0.002874743326488706
+HS106,DB2,0.5161978112362844,0.5161978112362844,0.7073026570012635,0.7073026570012635,0.3681802988098252,0.15806917690100422,0.15806917690100422,0.40845783742719677,0.14975892213397746,0.14975892213397746,0.03950367181564953,0.4253695201487222,0.4253695201487222,0.2985565966067359,0.21031963589057762,0.21031963589057762,0.21144593567991896,0.056482744925718455,0.056482744925718455,0.03545201316789061,0.0,0.0,0.006583945302608255
+HS107,DB1,0.1279786575618769,0.1279786575618769,0.26034445238967185,0.26034445238967185,0.1755290588676415,0.7046538286402817,0.7046538286402817,0.7313835770528684,0.08403590129919135,0.08403590129919135,0.031496062992125984,0.14393821837266382,0.14393821837266382,0.14195725534308212,0.03788102705572025,0.03788102705572025,0.0686164229471316,0.02949102463214294,0.02949102463214294,0.02002249718785152,0.0,0.0,0.006524184476940383
+HS108,DB7,0.4387578086100238,0.4387578086100238,0.5892246601233787,0.5892246601233787,0.3173704496788008,0.3799921218155748,0.3799921218155748,0.5931477516059958,0.10036338698292621,0.10036338698292621,0.08832976445396146,0.27838623503411253,0.27838623503411253,0.08618843683083512,0.21578234305721739,0.21578234305721739,0.20235546038543897,0.02527520475538105,0.02527520475538105,0.023554603854389723,0.00020070835478808738,0.00020070835478808738,0.006423982869379015
+HS109,DB5,0.46424656529734093,0.46424656529734093,0.5662044730439092,0.5662044730439092,0.1014239937475576,0.5109379301983966,0.5109379301983966,0.6801875732708089,0.09431625245907777,0.09431625245907777,0.04126611957796014,0.34535018405329937,0.34535018405329937,0.17327080890973037,0.026715426213813953,0.026715426213813953,0.06424384525205158,0.010762634092694552,0.010762634092694552,0.03610785463071512,0.011917572982717672,0.011917572982717672,0.00492379835873388
+HS110,DB1,0.354114916479766,0.354114916479766,0.3890426944232329,0.3890426944232329,0.2577777777777776,0.4058509245466052,0.4058509245466052,0.5744731800766284,0.21838629283231412,0.21838629283231412,0.1285919540229885,0.17739235858920716,0.17739235858920716,0.15158045977011494,0.16266843815756613,0.16266843815756613,0.10871647509578544,0.02245560188784135,0.02245560188784135,0.03089080459770115,0.013246383986466112,0.013246383986466112,0.005747126436781609
+HS111,DB1,0.2587900397668319,0.2587900397668319,0.4026219185494894,0.4026219185494894,0.0741586240512499,0.551407152667242,0.551407152667242,0.6772508878211824,0.10961403507870006,0.10961403507870006,0.09024441194902862,0.22665060941844362,0.22665060941844362,0.12784625026112387,0.08145148212257614,0.08145148212257614,0.077501566743263,0.03087672071303805,0.03087672071303805,0.02360559849592647,0.0,0.0,0.003551284729475663

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/immicro/fewshot_draw3_cibersortx/summary.json

@@ -0,0 +1,94 @@
+{
+ "dataset": "immicro",
+ "comparison": "fewshot",
+ "draw": 3,
+ "gene_mode": "cibersortx",
+ "stored_scores": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw3",
+ "lora_arm": "lora5",
+ "n_donors": 102,
+ "contrast": false,
+ "genes_scoring": 5508,
+ "genes_covered_by_Z_all_donors": 0,
+ "bayesprism": {
+  "comp_l1": 0.3500687319968211,
+  "comp_l1_by_variant": {
+   "final_cells": 0.3500687319968211,
+   "first_cells": 0.3500687319968211,
+   "final_mrna": 0.4609720856629254,
+   "first_mrna": 0.4609720856629254
+  },
+  "mean_fraction": {
+   "final_cells": {
+    "T cell": 0.5061,
+    "B cell": 0.0907,
+    "Monocyte": 0.2668,
+    "NK cell": 0.0961,
+    "DC": 0.026,
+    "Other": 0.0143
+   },
+   "first_cells": {
+    "T cell": 0.5061,
+    "B cell": 0.0907,
+    "Monocyte": 0.2668,
+    "NK cell": 0.0961,
+    "DC": 0.026,
+    "Other": 0.0143
+   },
+   "final_mrna": {
+    "T cell": 0.4578,
+    "B cell": 0.0846,
+    "Monocyte": 0.3093,
+    "NK cell": 0.0682,
+    "DC": 0.0598,
+    "Other": 0.0204
+   },
+   "first_mrna": {
+    "T cell": 0.4578,
+    "B cell": 0.0846,
+    "Monocyte": 0.3093,
+    "NK cell": 0.0682,
+    "DC": 0.0598,
+    "Other": 0.0204
+   }
+  }
+ },
+ "observed_mean_fraction": {
+  "T cell": 0.6381,
+  "B cell": 0.0758,
+  "Monocyte": 0.1664,
+  "NK cell": 0.0911,
+  "DC": 0.0229,
+  "Other": 0.0056
+ },
+ "lora": {
+  "comp_l1": 0.18654520396343544,
+  "coverage": 0.7829411764705883
+ },
+ "broadcast": {},
+ "other_arms": {
+  "zs_raw": {
+   "comp_l1": 0.4429058667481608,
+   "logfc_r_mean_cp10k": null,
+   "deg_top50_sum": null
+  },
+  "zs_pseudo": {
+   "comp_l1": 0.21178877759889242,
+   "logfc_r_mean_cp10k": null,
+   "deg_top50_sum": null
+  },
+  "zs_cal": {
+   "comp_l1": 0.2063535553111851,
+   "logfc_r_mean_cp10k": null,
+   "deg_top50_sum": null
+  }
+ },
+ "gates": {
+  "observed_composition_equal": true
+ },
+ "method": "cibersortx",
+ "has_cell_type_expression": false,
+ "hires_imputed_genes": {},
+ "tool_sha256": "b541f68dc286497e8347d487af58ff3550a383d126eeabe347c0726e4fb28799",
+ "score_ft_sha256": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
+ "seconds": 1.0
+}

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/immicro/fewshot_draw3_full/per_donor.csv

@@ -0,0 +1,103 @@
+donor,group,bp_comp_l1_final_cells,bp_comp_l1_first_cells,bp_comp_l1_final_mrna,bp_comp_l1_first_mrna,lora_comp_l1,bp_first_T cell,bp_final_T cell,obs_T cell,bp_first_B cell,bp_final_B cell,obs_B cell,bp_first_Monocyte,bp_final_Monocyte,obs_Monocyte,bp_first_NK cell,bp_final_NK cell,obs_NK cell,bp_first_DC,bp_final_DC,obs_DC,bp_first_Other,bp_final_Other,obs_Other
+HS1,DB1,0.5739651636754461,0.2703423736400694,0.6843219197876592,0.41894076427256915,0.2353795620437957,0.5062628241962225,0.3722210934281971,0.6332116788321168,0.0825469499538097,0.08508051212214743,0.05862226277372263,0.18655442715042272,0.19249658281666568,0.13822992700729927,0.20685448124864894,0.3501901584317566,0.14393248175182483,0.01128116711656514,3.6244586407929213e-07,0.018476277372262775,0.006500150334330906,1.129075536895217e-05,0.007527372262773723
+HS2,DB2,0.5309807941992093,0.2356765860276969,0.6544276437822503,0.37873647969525565,0.3079606013478486,0.5584917807633104,0.42239999860218774,0.661353032659409,0.07003410270846694,0.06867457138821967,0.05909797822706065,0.18903671469863378,0.19515437692262103,0.1386080870917574,0.17019826876382393,0.3130922419458401,0.11372472783825817,0.007590097150237348,6.372312095066043e-07,0.02041213063763608,0.004649035915527641,0.0006781739099219923,0.006804043545878694
+HS3,DB3,0.4970314722652263,0.2711399258216356,0.6552957909189694,0.46730009231611885,0.1517574182369505,0.5274434072074886,0.4335064809181214,0.6484730344379467,0.0675008538722956,0.08251956700686511,0.06952566601689408,0.2555525301380369,0.26361294885238556,0.17782109594975093,0.12325873970518322,0.22033860255623022,0.07060862031622266,0.016074469966513016,5.471436368728589e-07,0.028589993502274202,0.010169999110482676,2.1853522760919844e-05,0.004981589776911414
+HS4,DB4,0.5479130660250884,0.3054230676701245,0.686305305928881,0.4865692778358136,0.3218008159347252,0.4124976696692023,0.3009320653053316,0.54307655387569,0.05427275226113359,0.05081755841830542,0.04535637149028078,0.35281158887848574,0.3683349430529326,0.2371010319174466,0.17063319221548134,0.2798100310613446,0.14254859611231102,0.008260804312743798,5.891507539017228e-07,0.02423806095512359,0.0015239926629533127,0.00010481301133187145,0.007679385649148068
+HS6,DB3,0.6039783700943593,0.4169363955260599,0.7066319947215286,0.538772036990269,0.2658051476393493,0.289120252034682,0.21366448353444858,0.4836570345807674,0.06915642295079073,0.0783646396127775,0.037423022264329704,0.3726818999833302,0.3885493921699249,0.3147797252486973,0.24886578198191708,0.3173110604174853,0.13003315963998105,0.014092553866539568,6.722761586525148e-05,0.024869729985788725,0.006083089182740461,0.0020431966494983736,0.009237328280435813
+HS7,DB1,0.5928602746823614,0.41146813634180057,0.7377246152106778,0.5754696747617574,0.1081707640677436,0.5084861923982752,0.43631626549806557,0.7035822992273473,0.07222059188549156,0.07296807298580313,0.03839850152189183,0.22537229719329208,0.23255533932888323,0.13135097166939827,0.1726675596459334,0.25805727524892463,0.09740107703114025,0.010668524258733702,3.752937697538386e-07,0.02130648560056193,0.010584834618274098,0.0001026716445537948,0.0079606649496605
+HS8,DB1,0.6184682617179994,0.4501702701342743,0.7528360842669037,0.5914193875604277,0.1196451259583789,0.4189906330022024,0.3520460011534349,0.6251369112814896,0.09243117079348516,0.09432546141400393,0.06489594742606791,0.264479731692727,0.27458946816302615,0.15553121577217963,0.1998885137282561,0.27903771168722696,0.11829134720700986,0.009538689761985793,5.982406943287893e-07,0.028477546549835708,0.014671261021343562,7.59341613736526e-07,0.007667031763417305
+HS9,DB3,0.44331490642411525,0.26437392414337013,0.6243070527098844,0.45064905794687143,0.1880811770674784,0.5851563356257797,0.5119140304671381,0.6958396752917301,0.04631964499180834,0.04939389707604705,0.028665651953323185,0.2516213095064181,0.2634225474429213,0.18670725520040587,0.09269030093450793,0.1741885480132314,0.049974632166412986,0.01223559626499083,2.8264766341390795e-06,0.03373921867072552,0.011976812676495153,0.0010781505240281158,0.0050735667174023336
+HS10,DB4,0.4853868426442286,0.2781484857140399,0.6190023499362315,0.4464512398928781,0.3795026326447954,0.4312402753450831,0.3304945100692152,0.5244228432563791,0.15088811619388734,0.15745056268013585,0.18347509113001215,0.24724414182045584,0.25360388725666705,0.13001215066828675,0.15938781671092617,0.25664724973980935,0.13754556500607534,0.009600272907452889,4.518841172325647e-07,0.021385176184690158,0.0016393770221946203,0.001803338370055312,0.0031591737545565005
+HS11,DB6,0.5020839316815197,0.3390247496479532,0.6727832225536133,0.5205510010727488,0.1639889119889119,0.47185466969782563,0.4012999819233796,0.6056826056826057,0.08277379919121335,0.08070404023689964,0.061330561330561334,0.31489243324152794,0.3293516373744663,0.24358974358974358,0.10849619742075285,0.18644713369023935,0.04054054054054054,0.010053606898849281,6.7589438456287605e-06,0.04573804573804574,0.011929293549831159,0.0021904478311694574,0.0031185031185031187
+HS12,DB2,0.418938395579818,0.17622851418487662,0.5782105022504213,0.3499476662724436,0.1570632240979808,0.6115987523488148,0.5102011753110262,0.6798411122144985,0.06731995049229485,0.06265220572253263,0.06971201588877855,0.20924249642883314,0.2198936828360654,0.1529294935451837,0.0965480268006459,0.20725178109088432,0.064746772591857,0.008396705677127572,1.8560231252838277e-07,0.025223435948361468,0.0068940682522837865,9.694371789739466e-07,0.007547169811320755
+HS13,DB5,0.5741900053023279,0.38004336439772146,0.7391582034644892,0.5815105581897083,0.1652020033388981,0.4370201554206928,0.35230102682548825,0.6156093489148581,0.08607623007518415,0.08333800240986236,0.056343906510851416,0.3553703542767247,0.37313378106822376,0.2166110183639399,0.10280836249894891,0.19122422084252688,0.08764607679465776,0.00860090027694063,8.776661314168776e-07,0.02003338898163606,0.010123997451508793,2.091187767309589e-06,0.0037562604340567614
+HS14,DB3,0.5509016552295961,0.400880915797784,0.7110212550336618,0.5655166852951791,0.0901393152302243,0.46908756466820933,0.4131418507211206,0.6517119244391971,0.07810568312222363,0.08328194250566034,0.06517119244391972,0.27698178152694647,0.2867071172238835,0.20306965761511217,0.15236812033049074,0.21620556953814676,0.04250295159386069,0.015477880620619893,1.5032195730824007e-06,0.0332939787485242,0.00797896973150976,0.000662016791615668,0.004250295159386069
+HS15,DB4,0.5739226734008622,0.4157177733156908,0.7108489667378566,0.5649791471826701,0.2571672473867595,0.2764067809349359,0.2058047988699187,0.46972996515679444,0.05529716512375032,0.04808949404803406,0.04638501742160279,0.5272772244136001,0.5486438522028497,0.37282229965156793,0.13225313823547757,0.19719663156452993,0.08776132404181185,0.006839133727756363,7.431631030439661e-07,0.0195993031358885,0.0019265575644797784,0.00026448015156464385,0.0037020905923344947
+HS16,DB4,0.48386881913648294,0.29221461566855395,0.6562525560376686,0.4943126884720611,0.2816836018174309,0.45080419149310225,0.3685325342555858,0.5846757538207352,0.0962458344831363,0.09580548351396506,0.08736059479553904,0.3548201353931239,0.37056845379362147,0.23048327137546468,0.08454980553339886,0.16506893983603693,0.07166460140437836,0.009154995804756863,5.338515458827872e-07,0.020859149111937217,0.004425037292481767,2.4054749244740598e-05,0.004956629491945477
+HS17,DB6,0.42084393008758453,0.2848748095201307,0.6167248248069511,0.48760381058764535,0.0935432591747481,0.5919163186863364,0.5380083854997942,0.7221905305191101,0.09456424409516942,0.08827059905575868,0.07529948659440959,0.2543182400596268,0.2660254789994372,0.14432401597261837,0.043324865272150334,0.1076946262926467,0.03194523673702225,0.00837303068936543,4.003216016123647e-07,0.02053622361665716,0.007503301197351531,5.098307617414425e-07,0.005704506560182544
+HS18,DB4,0.30776900148414976,0.25744885868384576,0.5403527502590529,0.5037803379060473,0.1501839904420549,0.5608013131899203,0.5427422486912156,0.6633811230585425,0.056951276172167734,0.04828722800246578,0.05734767025089606,0.31181881404921086,0.32413296297634536,0.18309438470728792,0.05621757438586382,0.08482919606919433,0.07198327359617682,0.006329487549387839,3.76703862876384e-07,0.016129032258064516,0.007881534653449552,7.987556916204926e-06,0.008064516129032258
+HS19,DB5,0.6179312546221999,0.3191572410813409,0.7589757539383358,0.5057010999698561,0.2541479151544479,0.47818515809901463,0.33376107341307565,0.5971449310428261,0.11324023988086804,0.11876929230909888,0.1454149528187757,0.26847698011815535,0.28022516449163887,0.14686668279699977,0.12942731184763007,0.267066134244576,0.09145898862811518,0.007849705846488081,3.296330472090262e-07,0.014275344785869828,0.002820604207843867,0.00017800590856334987,0.004839099927413501
+HS20,DB7,0.368720606310242,0.3160477405894997,0.524215193732821,0.4809028574364348,0.0709106881405563,0.6159517723666424,0.6040690453407607,0.7657393850658858,0.11195960668564225,0.11690658080883207,0.09882869692532943,0.15634162233681115,0.15975727888906904,0.08345534407027819,0.09086994198128821,0.11926306131959184,0.029282576866764276,0.007137095259544721,2.7496840616743673e-07,0.015373352855051245,0.0177399613700712,3.7586733403861085e-06,0.007320644216691069
+HS21,DB1,0.5113296099773672,0.34091311674226826,0.6478813335799567,0.49359683252326314,0.2792047177759056,0.436737472165462,0.36900374473689046,0.5945661331086773,0.11575060308790039,0.12636109917913335,0.06887110362257792,0.2480432680558812,0.2573894530392353,0.1941870261162595,0.16947277698622332,0.24638771528084566,0.11141533277169334,0.011382212091879035,7.394748024651863e-07,0.02401010951979781,0.018613667612654133,0.000857248289092706,0.0069502948609941025
+HS23,DB6,0.7085896104297326,0.4720547777179484,0.8619434740656968,0.6592686655170235,0.1441904761904762,0.34749393054141314,0.24359465270461267,0.5630952380952381,0.09599051650626578,0.09415142556119221,0.0994047619047619,0.4194670503339665,0.4449028417963984,0.2386904761904762,0.12302549385307764,0.2171300586565631,0.06904761904761905,0.007988164093346902,3.3427737688325573e-06,0.025,0.006034844671930103,0.0002176785074646868,0.004761904761904762
+HS24,DB6,0.5118055532831308,0.35521196049293224,0.6459450786075626,0.5857073127894838,0.3348103792415169,0.36672493057024275,0.30337614341374697,0.5365269461077844,0.08325109167216378,0.07936375230710815,0.07005988023952096,0.33058511497531573,0.34168960607401155,0.17664670658682635,0.19796753583450716,0.2755679811346972,0.19401197604790418,0.010160107147363004,4.7083923978293324e-07,0.017964071856287425,0.011311219800407595,2.0462311964039658e-06,0.004790419161676647
+HS25,DB6,0.6759583967291817,0.38745985365628166,0.8052020332167282,0.5663925850173657,0.2255555555555555,0.334191103633395,0.20112277495018213,0.4872222222222222,0.07354552063775152,0.06923080726894038,0.095,0.4412890221045625,0.4612664147029675,0.30333333333333334,0.14021868250135613,0.25954107497535733,0.08444444444444445,0.007558569352367966,5.527496199940476e-07,0.026111111111111113,0.003197101770566951,0.008838375352932823,0.0038888888888888888
+HS26,DB2,0.4000779121404132,0.19950738017948894,0.5488585218874339,0.3575041660023259,0.2347154742096506,0.5696898321461437,0.4874194701140206,0.651414309484193,0.06749846255620871,0.06526615126997275,0.054076539101497505,0.20239823149856573,0.21039471836603837,0.16167498613422074,0.14225529484264124,0.23691275088233746,0.09678313921242374,0.00887039900648566,5.375399402281524e-06,0.02689961175818081,0.009287779949954965,1.5339682285291533e-06,0.009151414309484194
+HS27,DB2,0.3244962095013445,0.2231190128269144,0.4639317963704978,0.3773465321143555,0.2146501240694789,0.5567292883770144,0.5213500696252801,0.6540942928039702,0.10939414973962794,0.10770831415433588,0.11464019851116625,0.17102418813901768,0.17718557521420328,0.1196029776674938,0.1372988527802984,0.1937473930600422,0.0890818858560794,0.006684301127468722,2.521874110504988e-07,0.015632754342431762,0.018869219836572863,8.395758727576606e-06,0.006947890818858561
+HS28,DB5,0.6619558988087131,0.4005840536057778,0.8101709445642631,0.5875944741253447,0.1110463337831759,0.42542923315178566,0.3051351968026623,0.594017094017094,0.0988737344895837,0.09780380451108102,0.12010796221322537,0.32076921989244317,0.33590032359408506,0.1545209176788124,0.14136698549536048,0.2611594971553009,0.11156095366621682,0.005274551214761061,3.3651978895027104e-07,0.015744489428699954,0.008286275756065902,8.414170820290302e-07,0.004048582995951417
+HS29,DB5,0.6625090953844109,0.4518302162952558,0.8239323632584074,0.6396794634773781,0.083760404511863,0.4450691299428422,0.35088038057871207,0.6550758459743291,0.058626967942566714,0.05237304730296145,0.03663943990665111,0.35131608560052185,0.3702914300708097,0.19883313885647608,0.1268760505775818,0.22644304581435024,0.0823803967327888,0.006962086296927791,6.727120399306968e-07,0.022870478413068846,0.011149679639559576,1.1423521126536474e-05,0.004200700116686115
+HS30,DB3,0.4917351371281468,0.3393972741951812,0.653343509800958,0.5057792740051084,0.2347553901039242,0.4151850045504867,0.35875029948420406,0.5667752442996743,0.10129639632603636,0.1103300178401617,0.08127811385140375,0.3362015243492459,0.34689878457852075,0.26477431363424847,0.1226987668483872,0.18401646119735302,0.049325267566309915,0.016791556118325755,2.083389525143897e-06,0.03489995346672871,0.007826751807518151,2.3535102352071546e-06,0.002947107181634869
+HS31,DB3,0.5873503456785487,0.25544653203666695,0.7176779693575133,0.4300508559934339,0.2427329192546583,0.4854187604717937,0.3313178552620643,0.5956521739130435,0.07314530393663136,0.07301744774771471,0.07039337474120083,0.2782754611037474,0.29032563695649904,0.21884057971014492,0.14938738710631916,0.30341697426342495,0.08385093167701864,0.012264842074603361,5.347085608534424e-07,0.02546583850931677,0.0015082453069051114,0.0019215510617361046,0.005797101449275362
+HS32,DB6,0.7547616005816492,0.5360031887807402,0.9051254758958817,0.7159914332414058,0.1124092409240924,0.4548653873260312,0.35638921479283636,0.7128712871287128,0.09852886591245386,0.09579915290421277,0.07535753575357536,0.3055206600006987,0.3178177126530734,0.13036303630363036,0.12413774746440775,0.22999055739580462,0.06050605060506051,0.009256230604830823,5.14372585508824e-07,0.019251925192519254,0.0076911086915776705,2.8478814872601972e-06,0.0016501650165016502
+HS35,DB7,0.6105997134733074,0.23711327496621137,0.7419667453756299,0.420269288878657,0.1655649376759148,0.5310205623500065,0.3557357507638159,0.6363088057901085,0.10046915107061946,0.10754735828677824,0.08443908323281062,0.23869957977824144,0.2518328755567583,0.1513872135102533,0.1122035856360354,0.27760834176212823,0.097708082026538,0.011460194618033727,1.7869506762848892e-06,0.024728588661037394,0.006146926547063419,0.0072738866798429894,0.005428226779252111
+HS36,DB5,0.4874064021766377,0.309246783518529,0.6265732661491971,0.4731173795351198,0.2811475591423372,0.4430185531004705,0.36214912455062587,0.5829575124614289,0.09393315150557388,0.09419802347109249,0.10064087348682649,0.2547828227381854,0.2636328525587507,0.14573937811535723,0.19174488359574887,0.278669921280577,0.15286019463565156,0.0074517253769174115,5.803654606930801e-07,0.015428435793971042,0.009068863683103721,0.0013494977734932535,0.0023736055067647755
+HS37,DB6,0.6947404567835115,0.4438790876458932,0.8490543717196842,0.6365608573765967,0.1497263751763046,0.40787238276110277,0.29003043088996405,0.5763986835919135,0.10744252745014844,0.11060034688373115,0.14997649271274094,0.34355423246135225,0.3583737241972786,0.18288669487541137,0.1266222648171655,0.2369950289893882,0.06535025858015985,0.011013186149646702,8.744175298864132e-07,0.021626704278326282,0.0034954063605841692,0.0039995946221082854,0.0037611659614480487
+HS38,DB2,0.5438320816934746,0.23055565883821674,0.6450997381534632,0.37466652247263216,0.4644763832658569,0.3661102379613596,0.2236460072319239,0.4534412955465587,0.0738933061782562,0.0749402932356135,0.06022267206477733,0.33953176358159776,0.3515726360450989,0.27631578947368424,0.20615437909245282,0.3497047309992233,0.16776315789473684,0.012520044370337087,1.04810988355385e-06,0.03365384615384615,0.0017902688159965566,0.00013528437825687108,0.00860323886639676
+HS39,DB6,0.7483795058147203,0.614249244366235,0.9220261130393611,0.8397726023006947,0.1214760051880674,0.3772150608746419,0.3237618560020574,0.6731517509727627,0.0841601924409738,0.080533307851175,0.04571984435797665,0.43694913202989677,0.4560555857465551,0.17607003891050585,0.08074961000422816,0.13964366086605032,0.08025291828793775,0.009726464802162924,4.342211226440382e-06,0.02091439688715953,0.011199539848096603,1.2473229357867517e-06,0.0038910505836575876
+HS40,DB2,0.743763897288016,0.44711460772066847,0.8713295888532222,0.6007097063482423,0.1198489785363331,0.48910665220417415,0.3521879829747532,0.6938194983191104,0.06896969030464108,0.07110566850424078,0.045771916214119475,0.24810753034883018,0.25948678060204566,0.15490043961727437,0.1824045724750295,0.3172139888058881,0.07525213343677269,0.010969284989922636,2.323738717313741e-06,0.026377036462373934,0.0004422696774024505,3.255374355038601e-06,0.003878975950349108
+HS41,DB7,0.5145851310697281,0.34910603535114504,0.6787821320249023,0.5479307650253881,0.1121609195402298,0.49133600466098826,0.4193377764695916,0.6458333333333334,0.1404712866636891,0.146641897296544,0.15589080459770116,0.24669861456447598,0.25520050663767135,0.14152298850574713,0.1002341402900585,0.17881619682822716,0.035201149425287355,0.009731645022738695,3.6377242724249457e-07,0.014367816091954023,0.011528308798049546,3.2589955386988735e-06,0.007183908045977011
+HS42,DB1,0.5267171503496114,0.4012778507199208,0.7258854513261096,0.6036176127040754,0.0787111935683363,0.5196960446631859,0.4745437976376427,0.700139146567718,0.06709624312379146,0.06780419806393512,0.034786641929499075,0.31541163847546017,0.3274181837119404,0.18320964749536178,0.07459190316011272,0.12949982976256655,0.04336734693877551,0.009488777657744354,7.715511463134252e-07,0.029684601113172542,0.013715392919705556,0.0007332192727689566,0.008812615955473098
+HS43,DB5,0.39507765176427834,0.2977493776445658,0.5654085775818383,0.488199730848461,0.1599290031367148,0.5198627368235141,0.47991902806001974,0.6584806059215056,0.0790910879411411,0.07886349214186952,0.071149873766353,0.24637550606065545,0.2567394290155808,0.13839798026164793,0.12765501354342754,0.18371694672606603,0.11223318797337617,0.007186375134556382,4.300258614091725e-07,0.017443194858847832,0.01982928049670538,0.0007606740306025756,0.0022951572182694515
+HS44,DB5,0.677593965563679,0.32885482765254953,0.819818857842262,0.5121777254327603,0.151223694466095,0.566849975643808,0.4042493781572809,0.719147830605352,0.06913333147311906,0.07034106499665597,0.06832943621719927,0.23830954059130113,0.2514048106192602,0.15146791374382956,0.10877189925065085,0.27400096427166504,0.03715250714471291,0.0070962140633026,4.351633105302299e-07,0.019225772928033256,0.009839038977818477,3.3467918272440624e-06,0.004676539360872954
+HS45,DB7,0.6045965025281143,0.4897018308064533,0.7724547830495322,0.6793470588725877,0.1854545454545454,0.4356259749489997,0.3891147139135022,0.6646464646464646,0.10717536161831087,0.1033803618089814,0.08333333333333333,0.3175599055379795,0.32816505130627655,0.1191919191919192,0.12268541147464314,0.17933869673465783,0.10606060606060606,0.006896847021511077,4.7653235890106716e-07,0.022727272727272728,0.010056499398555827,6.997042230516923e-07,0.00404040404040404
+HS46,DB1,0.5499468804528174,0.4359553291606153,0.6724914229700324,0.5582188000934272,0.2125926645615739,0.4329496425954422,0.3887226425851623,0.6315278115132378,0.09501671228785566,0.09442202240333762,0.060480932717998544,0.20325137950046177,0.20935791258687456,0.13990769978139422,0.24336184254153503,0.3073606172109354,0.13577847947534613,0.008776360543463183,2.3078476473859307e-07,0.028175856205975226,0.016644062531242176,0.00013657442892534905,0.004129220306048093
+HS47,DB3,0.37291133242863966,0.16146528749103958,0.4862905327171808,0.27587213308748587,0.4273983185639626,0.5506902479704042,0.45650880617597783,0.609634174051352,0.13203839250343774,0.14297881511028257,0.13542376732560782,0.13606794389032478,0.140779005075657,0.09702340377187003,0.1615039073701064,0.25829884580115914,0.12315382867530107,0.01158984052501444,2.1790177648886903e-06,0.029993183367416496,0.008109667740712234,0.0014323488191585558,0.004771642808452625
+HS48,DB5,0.432059464449139,0.2113801318248888,0.5690696174071704,0.36513202536193345,0.1211154345006484,0.6123606613296219,0.5128295798013266,0.7058365758754864,0.10207162192409922,0.10458076906388399,0.09909208819714656,0.16013810743013387,0.16771627424467878,0.0840466926070039,0.10702008478777827,0.21429040616633102,0.0874189364461738,0.00775990829619573,2.8855848643940284e-07,0.019974059662775615,0.01064961623217099,0.000582682165293216,0.0036316472114137485
+HS49,DB3,0.321312263074427,0.13760677275293845,0.49585421081279657,0.3325413557142227,0.2355016696634986,0.6307080711939584,0.5528557454703257,0.6773696378114564,0.059494785295248806,0.0505325869373232,0.027228358592345236,0.21576328345058826,0.22672068160843842,0.1857179553043925,0.07866962296157004,0.16981437082602677,0.07346519393783714,0.008425865830548312,8.580460198474267e-06,0.03056768558951965,0.00693837126808591,6.803469768748226e-05,0.005651168764449011
+HS50,DB5,0.3381272425378458,0.18642703592123688,0.49327399246841,0.35793327778492384,0.1371528262386601,0.6019247857748636,0.5369032712021592,0.6882996045591998,0.09382587398583889,0.0912538107518268,0.08211211909746452,0.1846330158831137,0.19147538575899178,0.11979530123284485,0.10579203299351757,0.18035629030823225,0.09211444521981857,0.006420198241721917,3.00396176167008e-07,0.013258897418004187,0.007404093120944309,1.0941582613797471e-05,0.004419632472668062
+HS51,DB3,0.4591409522699422,0.3623813595896539,0.6118351967863376,0.5271716222812435,0.1886619335612236,0.5383405087576885,0.5057966780326615,0.7068104128319748,0.13839058945960195,0.1455652917110727,0.09019195372074677,0.1860040153709348,0.19179097300906287,0.10544307125953195,0.10579441267952305,0.1551645138076834,0.06731527741256903,0.013048353913958546,5.951341922483959e-07,0.02576912963449908,0.018422119818293416,0.001681948305327488,0.004470155140678412
+HS52,DB1,0.6402462516895822,0.5103285220717615,0.7717900189863672,0.6573601244199287,0.0544831233473323,0.49994364471742686,0.4527681246328638,0.7473168455436304,0.0741904996758336,0.07906329030681408,0.04316378908072795,0.18524082031051428,0.19215644010254967,0.12085860942603827,0.21728419547708144,0.2756882764433602,0.06276248250116659,0.009707773201428764,5.442796525152924e-07,0.017498833411105925,0.013633066617715102,0.000323324234759843,0.008399440037330844
+HS53,DB7,0.49973687285893725,0.3970814135666238,0.6809572607979039,0.5878704427699245,0.0526252158894645,0.5639973753729658,0.5259817937085868,0.7506476683937824,0.10201543301710207,0.10043819212160941,0.10233160621761658,0.23065371374270927,0.23882165572794514,0.08290155440414508,0.07907408435307085,0.13475144391395866,0.040803108808290155,0.007208142857708234,1.1411684187162957e-06,0.01878238341968912,0.017051250656443646,5.773359481212624e-06,0.0045336787564766836
+HS54,DB3,0.2688426888099667,0.2898240520505052,0.4121453131969225,0.42877813341516674,0.1256026711185308,0.6545540176644795,0.6793402927041119,0.7853830458171026,0.08537573713716147,0.08955989347867381,0.06362455945093674,0.12545407852296617,0.12813037074649158,0.0849564088295307,0.11515645346358015,0.10296739997206421,0.037655351511778894,0.010773244011992991,4.887354695165109e-07,0.02485624188462252,0.00868646919981969,1.554363188851758e-06,0.003524392506028566
+HS55,DB1,0.35611020606254024,0.28484225881992653,0.5324493010829985,0.4583182452712288,0.214910362920857,0.4922492321332139,0.4644892856979125,0.6228683865325755,0.07402171418212854,0.06830375029668674,0.04241364232619152,0.2578784523689454,0.2663675574922234,0.22431132487975514,0.14427885623105344,0.1835815233923016,0.08439003060778312,0.007874456996394257,4.298103888611525e-07,0.019676432006996064,0.023697288088264334,0.017257453310486785,0.006340183646698732
+HS56,DB1,0.49127243475742227,0.3431752542228776,0.6134459068604357,0.46770472115108014,0.3493482164523174,0.4569008698365379,0.3990554315811175,0.6112594030575104,0.0919978145570379,0.09183293575632175,0.04707595243872846,0.19645856296700692,0.20278189952221184,0.13977190002426595,0.22877219493984347,0.30530432313390715,0.16743508857073525,0.0111620733019628,1.716360185115211e-06,0.028391167192429023,0.014708484397611177,0.0010236936462566068,0.006066488716330988
+HS57,DB2,0.4518263107263216,0.3407011637489794,0.6379705623240355,0.5331719539068688,0.1490973211258053,0.5111137269891054,0.4709310606687185,0.6584435401831129,0.05885602413853507,0.05267554079507695,0.03128179043743642,0.2913835404903722,0.3034885758687303,0.18972533062054933,0.11353651541382977,0.1729026500930463,0.08214649033570702,0.006989404259497564,7.542256306814538e-07,0.030010172939979655,0.018120788708660164,1.4183487972623567e-06,0.00839267548321465
+HS58,DB7,0.8460677354939908,0.3255903607384333,0.9488591864186497,0.48883083901677565,0.2056505003849114,0.5215254350334334,0.27440103443274194,0.6605080831408776,0.03666823658689489,0.04217344256487071,0.029253271747498075,0.263558515764895,0.2768748182985877,0.15550423402617397,0.16433902078109117,0.4057561996472014,0.1170130869899923,0.011094495641126686,5.699884855689192e-06,0.03156274056966898,0.002814296192558933,0.0007888051717425429,0.006158583525789068
+HS59,DB4,0.5360697480817509,0.3995003334135481,0.6831510254826787,0.5674143460173778,0.2317613245860668,0.3860553108049707,0.33310180916393134,0.5796626054358013,0.06859670083632365,0.06949358311763597,0.06115276476101218,0.33214690379336653,0.34496474026931434,0.21860356138706655,0.18968374466789667,0.2521238796136252,0.11879100281162137,0.010023950791910248,4.75820492430885e-07,0.016166822867853797,0.013493389105531996,0.00031551201500069713,0.005623242736644799
+HS60,DB6,0.6891246653900286,0.3554369731146507,0.8045925424900234,0.511692384666265,0.2337675817976682,0.4638025835881483,0.3103977730086214,0.6288078224896577,0.05718142955079188,0.05640415439628844,0.04061677322301617,0.260089635887612,0.27190898149538417,0.16058668672433246,0.1976189864680495,0.3607396067318864,0.14328694998119593,0.007595138955692237,6.267955772244841e-07,0.020308386611508085,0.013712225549706181,0.0005488575722425795,0.006393380970289583
+HS61,DB7,0.7895072013810489,0.4621699379113647,0.8591436613139766,0.5867941551863147,0.1129724123625804,0.28348516636912846,0.13099478566610379,0.4971997510889857,0.11174544777855995,0.12577396025119553,0.1001866832607343,0.4070699806897794,0.424317183776112,0.29869321717485997,0.18208908000196655,0.3097844269005879,0.07093963907902924,0.01273592443961407,7.613137828152676e-05,0.02862476664592408,0.0028744007209516543,0.009053512027719325,0.0043559427504667085
+HS62,DB3,0.3704686602920192,0.2955717086831358,0.5307615641394534,0.4608580903790582,0.2187766723287227,0.5331082006627529,0.5080417284708771,0.6699830138315943,0.09039421437877213,0.09250734107931916,0.07789371511768989,0.20787603335940896,0.21523878394489734,0.1400145595729192,0.1443410790864363,0.1842098746194878,0.08881339480708565,0.009715020462798877,1.1524869675886828e-06,0.02062606163552536,0.014565452049830849,1.1193984508909327e-06,0.0026692550351856345
+HS63,DB5,0.4327441083093896,0.2495146276593083,0.6110384695354103,0.45102905154480294,0.1210703712138465,0.6051548865815788,0.5253694401585206,0.7214757458437714,0.06262101141119146,0.06268490885557494,0.05465725347301298,0.23584444079842543,0.2460270498374381,0.15053518560692325,0.07757102042992811,0.16591561812166808,0.0530630835800501,0.008188460030579868,5.714532573583677e-07,0.016624914598041447,0.010620180748296284,2.4115735409043865e-06,0.0036438168982008655
+HS64,DB2,0.4225358211819741,0.38462010456886425,0.5823713093329675,0.5470625304222482,0.191241910631741,0.4751348480254451,0.47023082974807084,0.6592193117616847,0.11385020282430651,0.11925122908657602,0.0968156137647663,0.22518956572186694,0.23245082755968932,0.13071391884951206,0.16152021260030727,0.17723406144343762,0.0901386748844376,0.010264396043486938,4.034784474929402e-06,0.01848998459167951,0.014040774784587198,0.0008290173777512046,0.004622496147919877
+HS65,DB2,0.45562631219519034,0.3284170421397191,0.617291586409061,0.49126025385303473,0.1763350022758306,0.4690688529536139,0.4224507719095955,0.6096950386891216,0.12067238041309825,0.12775730836505517,0.10969503868912153,0.2612192822451036,0.27193812775895304,0.16909421939007738,0.11809227019714869,0.17745772907690968,0.07055075102412381,0.010555124838611287,5.409292860808695e-06,0.03413746017296313,0.020392089352424373,0.000390653596625809,0.006827492034592627
+HS66,DB4,0.5319309451008268,0.37174983578384263,0.7092000047209207,0.5862309102164466,0.1244471896232241,0.48207066447768526,0.4120219891466047,0.6448424953675108,0.08518473173364545,0.08534537378430859,0.10376775787523163,0.2977767286154231,0.30919039489102645,0.16512250360304714,0.10390257527679825,0.1921055285550016,0.07020794729256744,0.008039132056929047,4.959726256280604e-07,0.012559192917438749,0.02302616783951866,0.0013362176504331496,0.0035001029442042414
+HS67,DB2,0.5024395328569333,0.3893441780738074,0.638441515424956,0.5400852825938797,0.1489344413665742,0.44250016479906773,0.40578477625542725,0.6293125157391085,0.11842197292599743,0.1300919477435117,0.1095441954167716,0.21404418539374997,0.22197952101023258,0.13925963233442457,0.19384415138903346,0.24188312517409283,0.09393099974817426,0.011027192147408103,4.4976052396681406e-07,0.018886930244270964,0.020162333344743363,0.0002601800562116824,0.009065726517250064
+HS68,DB6,0.48693099543112467,0.4237154686195812,0.6868060940651334,0.6240647861082136,0.0331813965149805,0.4932589889999219,0.4786088950679184,0.6938698758931929,0.09395728960182453,0.09122605210515647,0.07070327190673185,0.30980231936915026,0.3196049415585361,0.156825874388868,0.07628271399482733,0.1105585356426935,0.05039488529522377,0.010565864129174362,4.7578911155792425e-07,0.02181271154569387,0.01613282390510177,1.0998365841674662e-06,0.006393380970289583
+HS69,DB6,0.8005156310892687,0.39503960380348646,0.929931323132202,0.581915740791684,0.164222851746931,0.5111930683419965,0.3166264716104788,0.6957507082152975,0.0850683629762711,0.08181996662692607,0.07932011331444759,0.2855844763134163,0.300710592402187,0.15637393767705382,0.10278574770757573,0.2998802310197706,0.04645892351274788,0.007434438538129928,0.000951440460223748,0.020396600566572238,0.007933906122610287,1.1297880413829443e-05,0.0016997167138810198
+HS70,DB4,0.4430096558903421,0.33002394498958393,0.594014813239032,0.4898057040116237,0.2539912844375508,0.4934435558383424,0.4512159284086307,0.6470197208065588,0.11005880598747697,0.1122091101276059,0.10104143585198316,0.21898823018615246,0.22714177008091482,0.11766009306448039,0.1491005783524335,0.20943070377476236,0.10857522712164858,0.00894974532075445,6.050159971310251e-07,0.020385552847329937,0.019459084314840315,1.882592088950845e-06,0.005317970307999114
+HS71,DB4,0.548120853045868,0.25033223689703743,0.645039650080934,0.38215930400291265,0.4070000000000001,0.45417689242128106,0.3184365684039943,0.571590909090909,0.09174003669001209,0.09621352870873853,0.08863636363636364,0.1867222076876627,0.19512302073977125,0.10477272727272727,0.2515739046543534,0.3902238770744243,0.21409090909090908,0.009293352766563859,8.284723192311114e-07,0.017045454545454544,0.006493605780126902,2.1766007524548413e-06,0.003863636363636364
+HS72,DB4,0.3644816435841182,0.2556450048561868,0.5355330391864735,0.43954452728455895,0.1409793510324484,0.6142750691684183,0.5763708530587439,0.7331858407079646,0.09031317952275468,0.08793764878150939,0.08517699115044247,0.19425150974160538,0.20135944307393577,0.11438053097345133,0.08462949457966253,0.13431541135254318,0.0418141592920354,0.01082830448342524,5.832205081306989e-07,0.01836283185840708,0.005702442504133757,1.606051275958464e-05,0.007079646017699115
+HS73,DB2,0.9491230210125239,0.4584760049031278,0.9937504284530624,0.562607943772263,0.3988358279876455,0.37827100255612284,0.1426492709704981,0.5915894511760513,0.0734364165495522,0.08188790440517157,0.07531480161558565,0.1911258405217481,0.19917833775614743,0.10667617011166548,0.34554860764138634,0.5762465156720991,0.20076027559990497,0.010889492783764958,3.2292059250183524e-05,0.020669992872416252,0.0007286399474256963,5.679136833688743e-06,0.004989308624376337
+HS74,DB5,0.4278748338861996,0.2979253528670121,0.57391111251386,0.4658523778968068,0.1124272091544818,0.5419837507110153,0.485213700164952,0.6753549480822209,0.08026038962562765,0.08575791493853238,0.08645899554990465,0.19546773119986538,0.20446942077331862,0.101716465352829,0.1517408724175145,0.22455593853045075,0.11337147700784064,0.009255145509995052,1.4670774327051672e-06,0.018648018648018648,0.021292110535982012,1.5585153133239591e-06,0.004450095359186269
+HS75,DB6,0.6481229846090236,0.35473500341955705,0.795925144607322,0.5366893227235617,0.0924854186265287,0.5305266595767594,0.39878281506767943,0.6933207902163687,0.08703100395006258,0.0927037774759308,0.07572906867356538,0.250581381913677,0.2656600398128152,0.15851364063969897,0.09941540005496083,0.24274377097061056,0.04280338664158043,0.008944973238391513,7.323074537057285e-07,0.023518344308560677,0.023500581266148693,0.00010886436551018213,0.0061147695202257765
+HS76,DB1,0.6284934905328855,0.4361265356904375,0.7566352901765141,0.569959851589622,0.1874765330592668,0.3864507972492075,0.3131271102051686,0.5775950668036999,0.13560822323053676,0.14599098745887892,0.10405960945529291,0.29192130580079634,0.3021667254628168,0.1593011305241521,0.14491513404016645,0.23196775793570282,0.10251798561151079,0.01598953202787587,2.8031121178586462e-05,0.04290853031860226,0.02511500765141701,0.006719387816254257,0.013617677286742035
+HS77,DB2,0.8507853525988156,0.5292030352121273,0.9738602772769865,0.7074174050394579,0.0939450209357364,0.42620981211666026,0.27550381964572573,0.6826870562534134,0.06457446260659008,0.06416692330314397,0.0488803932277444,0.3337918047960756,0.3491265253925112,0.1851447296559257,0.16525218084239293,0.31111615824274774,0.06499180775532495,0.00672984714643295,7.087226290435862e-07,0.012015292190060076,0.0034418924918480235,8.586469324226485e-05,0.006280720917531403
+HS78,DB1,0.5605074817401672,0.4147441640572328,0.6796591414336443,0.5397720430834518,0.1725573389160269,0.444451857212213,0.39451072529258313,0.6366596882996045,0.11790055904021607,0.1271876618714854,0.08792742498255408,0.18397102833701606,0.19022974052699354,0.12281926029309141,0.22368655738392174,0.2875630190950055,0.1139799953477553,0.0129818295426086,4.435346463468528e-06,0.02814608048383345,0.017008168484024547,0.0005044178674688768,0.0104675505931612
+HS79,DB5,0.5216473143862048,0.24145925425151768,0.6652854338089831,0.4244318693223034,0.1488020759613116,0.5176379600689219,0.3807169330767443,0.6161830620429346,0.08109822829101557,0.08787268419088097,0.09648502005189903,0.24509674517910493,0.2603806460645899,0.15876385940080207,0.14287644995022614,0.2710256957239359,0.11181882519462137,0.007356548279342578,4.1028868247855454e-07,0.014154281670205236,0.005934068231388914,3.6306551663071075e-06,0.0025949516395376267
+HS80,DB3,0.40384816057850687,0.28797457041961155,0.5698533247838471,0.47138501972652946,0.1420847864837635,0.5496244005488813,0.5040145466211252,0.6842594745408045,0.122684668338553,0.13022414993208947,0.10578935131364799,0.2154031669982936,0.22222924143881936,0.14415252266914672,0.0871465541329941,0.1396357668072076,0.04022320390606836,0.010875642769562145,4.925047484508592e-07,0.02022785398744478,0.01426556721171577,0.0038958026960098516,0.0053475935828877
+HS81,DB7,0.4391884938116482,0.32176416140580444,0.6242064085053545,0.5081101633762022,0.168092796092796,0.5824333132018242,0.5398642235712794,0.721001221001221,0.07131421387029263,0.06913643180236315,0.04212454212454213,0.23970039569047885,0.24861483520919755,0.13553113553113552,0.0795493264187901,0.14238022043150392,0.06288156288156288,0.010652860063527475,2.178958957722944e-06,0.03296703296703297,0.01634989075508659,2.1100266982006975e-06,0.005494505494505495
+HS82,DB2,0.3518917846023857,0.23686171272295045,0.5331987080551932,0.4271089514961362,0.2189935729588192,0.5679835094433696,0.51751140450126,0.6553201618662223,0.11713794433917121,0.1177773133967492,0.1309212092358962,0.2181284123385507,0.2284051159913686,0.14782194715543917,0.06454743294696763,0.12588554722361833,0.031183051654368008,0.007683109994046317,8.099388603228303e-07,0.02499404903594382,0.024519590937894516,0.010419808948143558,0.009759581052130446
+HS83,DB6,0.589656845464503,0.4274029085043463,0.7906187562963607,0.6614026529665147,0.0760553250345781,0.5035933895928681,0.4354137424192177,0.7128630705394191,0.0800078804923735,0.07971493968233133,0.08049792531120332,0.32514065546420234,0.34128638175302406,0.14481327800829877,0.06826052688140267,0.14358353475516106,0.045228215767634854,0.008506404293290588,4.775634210493383e-07,0.012448132780082987,0.014491143275862702,9.238268447684612e-07,0.004149377593360996
+HS85,DB5,0.5186006000777663,0.3735060090444947,0.7026728377744024,0.5825006627101459,0.249168880455408,0.4122107776364675,0.3552347939229786,0.5785104364326376,0.0682977092932065,0.06635904324023896,0.07756166982922201,0.3794179302622577,0.39390439546918754,0.22936432637571158,0.11222242665217247,0.18441867496817757,0.0896584440227704,0.010157863386788299,1.6857248696191865e-06,0.021347248576850095,0.01769329276910756,8.140667454772756e-05,0.003557874762808349
+HS86,DB7,0.8737308620791429,0.4984510548740416,0.9706862803612337,0.6511206017745012,0.1017617761776177,0.4298274616731283,0.2556236208055517,0.6561656165616562,0.08988025596390027,0.0914242678501231,0.0711071107110711,0.2893647354615741,0.3018620274139815,0.162016201620162,0.16420302931892908,0.3478095588177711,0.0711071107110711,0.011316047793541341,0.0032790559579270032,0.034203420342034205,0.015408469788926982,1.469154645678233e-06,0.0054005400540054005
+HS87,DB5,0.47020770640145626,0.27210346133243424,0.639900912699745,0.49950660944274966,0.0837632980903204,0.5640223192319268,0.47231861959737276,0.6801081878534546,0.06638279592597988,0.06594532347510589,0.08409146791246619,0.24610869982835165,0.25775134330378174,0.12490779444307844,0.10689618614561917,0.20380935769630715,0.10154905335628227,0.0051192544955220975,4.522299185819277e-07,0.007376444553725104,0.011470744372600353,0.0001749036975139569,0.001967051880993361
+HS89,DB2,0.4557075990176349,0.3023629683606497,0.6038005756192524,0.463086185794073,0.2426821215314365,0.44057793632188924,0.38034205380872943,0.5795574288724974,0.05416530541571754,0.055905054321565624,0.045574288724973655,0.2816573296010407,0.29384156246776355,0.19836670179135932,0.19660507691288365,0.26878157681853987,0.14673340358271866,0.009926564745414975,1.832941963701576e-06,0.022128556375131718,0.01706778700305389,0.0011279196414377185,0.007639620653319284
+HS90,DB7,0.4294130827383637,0.35536137487883457,0.615137216796576,0.5459291760490776,0.1305324038213271,0.5203045549989487,0.49864748971693307,0.6839659178931061,0.07598712451446961,0.07833830692109743,0.06584043377226956,0.26461881434372303,0.27524911571816324,0.13632842757552285,0.10159938716570625,0.147718653973918,0.0844306738962045,0.00999306894815607,4.5287632895513295e-05,0.024012393493415957,0.02749705002899628,1.1460369925808182e-06,0.005422153369481022
+HS92,DB7,0.3990883024189976,0.1856255160279416,0.4951306380435081,0.3787045840167551,0.4680283687943263,0.5007198653299603,0.394160524218732,0.5810874704491725,0.10597241674334672,0.13235504621219157,0.11678486997635934,0.1338772947339598,0.1360780149084632,0.05484633569739953,0.23193704029097284,0.33631203571532153,0.23356973995271868,0.011616135244308216,2.346219775070545e-07,0.007565011820330969,0.015877247657452288,0.001094144323314049,0.006146572104018913
+HS93,DB1,0.37224603437457837,0.3486731311933685,0.5572280038077103,0.5410739965063717,0.1331056910569106,0.5457127651712788,0.5506400039012792,0.7139512195121951,0.10323000639687488,0.10914150949228685,0.08253658536585366,0.22821859941344905,0.23358099426112994,0.13873170731707318,0.09900608893318891,0.1066200256289944,0.041951219512195125,0.010877498500329616,6.409802986600848e-07,0.016975609756097562,0.012955041584878766,1.6825736010954422e-05,0.005853658536585366
+HS94,DB3,0.4219123615846979,0.25136973322614603,0.5810529553083524,0.42757764413864496,0.1305359232389422,0.6190826423961567,0.5476530417374897,0.7343786566814884,0.06135444643659431,0.06057922632615814,0.038380528902410484,0.19221055911825935,0.20027727893778827,0.1352679616194711,0.10839051872815574,0.19138214686001964,0.06763398080973555,0.009035439738722385,6.931212461625163e-07,0.019424292066463844,0.009926393582111306,0.00010761301729796765,0.004914579920430611
+HS95,DB1,0.5530762690450466,0.3872775309997642,0.6931162294499444,0.5416096023975986,0.1404215134459037,0.46418770785314606,0.4030901239161739,0.6458724202626641,0.13796285785725654,0.14789914371534635,0.08348968105065666,0.22197955324729757,0.22991827296757994,0.13860225140712945,0.1523408072870353,0.21907719063509415,0.09826454033771106,0.013139755540029996,1.2093880026619951e-06,0.025093808630393996,0.010389318215234571,1.4059377802923612e-05,0.008677298311444653
+HS96,DB7,0.6167416127375319,0.4149360524958966,0.7504925882874113,0.5680217697273804,0.1950990190634833,0.343058641547329,0.2572077038998848,0.5147140477512493,0.09187879300845896,0.09626138124400965,0.06885063853414769,0.41228084972502593,0.4292730087041446,0.25818989450305385,0.13751160394755613,0.21703963685370434,0.10716268739589117,0.012983845479102226,5.2446561255686496e-06,0.04553026096612993,0.0022862662925277047,0.00021302464213095984,0.00555247084952804
+HS97,DB4,0.7416818986968705,0.4063582677201025,0.9110474306438927,0.6029594866806111,0.1515226730310261,0.5259545319530948,0.3701867534471294,0.7179431546973313,0.048877691640198284,0.03723184776350051,0.0414406595790844,0.277846855556824,0.28873146043459325,0.16294206986331092,0.11081021614472494,0.23609896462187396,0.05467563462790193,0.007685600839056085,3.756722215385902e-07,0.018876111954870906,0.028825103866101803,0.06775059806068146,0.004122369277500542
+HS98,DB2,0.7881322552508763,0.40222535979309965,0.9111625545220132,0.5983085246861415,0.1530074611816897,0.373586211991549,0.18980285656323748,0.5366001209921355,0.07090272435427702,0.07229756368955197,0.07360354910264166,0.4428773218404227,0.46484386574643294,0.30490018148820325,0.10205467646709702,0.27304158028997516,0.03891913692276669,0.009645398359569637,7.87041072758565e-07,0.03367614438394838,0.0009336669870845445,1.3346669729704533e-05,0.012300867110304496
+HS100,DB6,0.6920749372041805,0.4921636481960887,0.8720773764874519,0.7376171972525437,0.0970054406964091,0.4463902235174504,0.36016160562106164,0.6784548422198041,0.04682652951808723,0.04243785430608296,0.05005440696409141,0.3762924160989223,0.3938524204233464,0.13547334058759522,0.12114958210140722,0.20354522228102898,0.11588683351468988,0.0047611526534069816,4.567130946852667e-07,0.011969532100108813,0.004580096110725961,2.440655385432217e-06,0.008161044613710556
+HS101,DB4,0.6892217123950232,0.3372920379318436,0.8248575030695113,0.5105170915947853,0.1775141242937853,0.5150437313507625,0.35260101126845245,0.6659031913269201,0.05285286362559299,0.05590743671600753,0.051152847763017255,0.27555115581913625,0.28642319024713236,0.192090395480226,0.14288362419671555,0.3049218539098946,0.05939838143227974,0.010610198885790515,5.149920114807765e-06,0.026721636891128418,0.0030584261220021306,0.00014135793839808124,0.004733547106428463
+HS102,DB7,0.6026034796088644,0.45538097841409947,0.7573638374640588,0.6430618449643503,0.0795562279374684,0.4077953733032499,0.34778299774303517,0.6283408976298538,0.11695591591441663,0.12627419951741345,0.10791729702471003,0.3281594994774891,0.3424869454914735,0.17397881996974282,0.10920354461958423,0.17898537543094606,0.06454866364094806,0.010505060333875816,8.384303744883417e-07,0.017650025214321734,0.02738060635138419,0.00446964338675721,0.007564296520423601
+HS103,DB6,0.4755126965441062,0.22605607480466297,0.6122265185375414,0.41544548199020825,0.2056609336609337,0.49136302460331766,0.3800714771730032,0.5941850941850941,0.10330519297551514,0.10517069048600416,0.0819000819000819,0.2402649962316293,0.250842862335026,0.1601146601146601,0.1508424996448689,0.263806677514905,0.14004914004914004,0.007402549787962613,6.262156369952466e-07,0.01760851760851761,0.006821736756706348,0.00010766627542459632,0.006142506142506142
+HS104,DB4,0.6985521784929031,0.41068354246257505,0.850609553664727,0.6059876102885619,0.1795427789185489,0.4590395076090727,0.32249465523348575,0.657700205338809,0.07535125390733612,0.0724717416409604,0.07268993839835729,0.32910123130641206,0.3429360090721122,0.19815195071868583,0.12799400881014716,0.2607548645685899,0.05626283367556468,0.0060572402880003885,6.36867569290808e-07,0.012320328542094456,0.0024567580790316066,0.0013420926172824498,0.002874743326488706
+HS106,DB2,0.5498945591369804,0.3998765952431825,0.6417724364200323,0.5422662809051013,0.3681802988098252,0.238372168513075,0.17554255884850986,0.40845783742719677,0.08380402204395018,0.07678755661819735,0.03950367181564953,0.416167388950481,0.4336968933537297,0.2985565966067359,0.24947309072946444,0.31396903369886753,0.21144593567991896,0.010889598843565024,1.6670113315052672e-06,0.03545201316789061,0.0012937309194644027,2.290469363992917e-06,0.006583945302608255
+HS107,DB1,0.4018964443390961,0.3498977506675798,0.5561479036197596,0.5142533336608036,0.1755290588676415,0.5644389132534097,0.5569706634386685,0.7313835770528684,0.07307394101456273,0.08188016401844614,0.031496062992125984,0.17803801205623426,0.18321697202287165,0.14195725534308212,0.16118435637267495,0.17792082741057003,0.0686164229471316,0.012018285653520387,3.973748890074225e-07,0.02002249718785152,0.011246491649598065,1.0975734554740546e-05,0.006524184476940383
+HS108,DB7,0.6690033522756031,0.4279144885770566,0.7951888314305818,0.657986631876569,0.3173704496788008,0.39412770616913845,0.2887854438366287,0.5931477516059958,0.08746388001525562,0.08807098048474706,0.08832976445396146,0.2901275095011029,0.29957399173526217,0.08618843683083512,0.20335891783349724,0.32347158161881356,0.20235546038543897,0.009483289441424484,8.276028861336652e-07,0.023554603854389723,0.015438697039581244,9.717472166253977e-05,0.006423982869379015
+HS109,DB5,0.5695066894918068,0.39717441978465495,0.758892354717724,0.5903288340053849,0.1014239937475576,0.504625054676904,0.43642921797787115,0.6801875732708089,0.053616213356495565,0.05429515764807871,0.04126611957796014,0.3292925348342742,0.3440966510453522,0.17327080890973037,0.09037268938355228,0.16514230979221461,0.06424384525205158,0.013083163332292506,3.5153191350465794e-05,0.03610785463071512,0.009010344416481362,1.5103451329405646e-06,0.00492379835873388
+HS110,DB1,0.54906745192789,0.3861428017956377,0.6654117801736718,0.5190754283022461,0.2577777777777776,0.39551713775339015,0.3354229162121895,0.5744731800766284,0.15346466861152366,0.16874665674661313,0.1285919540229885,0.21586549396521337,0.22370499996665594,0.15158045977011494,0.19410791898698837,0.2709709581395647,0.10871647509578544,0.016775446023120574,1.5262518681762034e-05,0.03089080459770115,0.024269334659764028,0.0011392064162947808,0.005747126436781609
+HS111,DB1,0.5643723737906027,0.43828668695971057,0.7081360673678965,0.5876599443418026,0.0741586240512499,0.4705899383998714,0.4222187010982693,0.6772508878211824,0.11771461218712731,0.1292989201639838,0.09024441194902862,0.2199704408944355,0.2278960184503318,0.12784625026112387,0.17143205390675306,0.22058347723440122,0.077501566743263,0.011123204437382198,5.450979976544096e-07,0.02360559849592647,0.00916975017443058,2.3379550161640425e-06,0.003551284729475663

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/immicro/fewshot_draw3_full/summary.json

@@ -0,0 +1,91 @@
+{
+ "dataset": "immicro",
+ "comparison": "fewshot",
+ "draw": 3,
+ "gene_mode": "full",
+ "stored_scores": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw3",
+ "lora_arm": "lora5",
+ "n_donors": 102,
+ "contrast": false,
+ "genes_scoring": 5508,
+ "genes_covered_by_Z_all_donors": 5024,
+ "bayesprism": {
+  "comp_l1": 0.5433864890686753,
+  "comp_l1_by_variant": {
+   "final_cells": 0.5433864890686753,
+   "first_cells": 0.34901299827821086,
+   "final_mrna": 0.6913389573074368,
+   "first_mrna": 0.5235544271932386
+  },
+  "mean_fraction": {
+   "final_cells": {
+    "T cell": 0.3967,
+    "B cell": 0.0895,
+    "Monocyte": 0.2811,
+    "NK cell": 0.2309,
+    "DC": 0.0,
+    "Other": 0.0017
+   },
+   "first_cells": {
+    "T cell": 0.4806,
+    "B cell": 0.0875,
+    "Monocyte": 0.27,
+    "NK cell": 0.1408,
+    "DC": 0.0097,
+    "Other": 0.0113
+   },
+   "final_mrna": {
+    "T cell": 0.3236,
+    "B cell": 0.0866,
+    "Monocyte": 0.3946,
+    "NK cell": 0.1928,
+    "DC": 0.0001,
+    "Other": 0.0023
+   },
+   "first_mrna": {
+    "T cell": 0.3852,
+    "B cell": 0.0833,
+    "Monocyte": 0.3741,
+    "NK cell": 0.1161,
+    "DC": 0.0254,
+    "Other": 0.0158
+   }
+  }
+ },
+ "observed_mean_fraction": {
+  "T cell": 0.6381,
+  "B cell": 0.0758,
+  "Monocyte": 0.1664,
+  "NK cell": 0.0911,
+  "DC": 0.0229,
+  "Other": 0.0056
+ },
+ "lora": {
+  "comp_l1": 0.18654520396343544,
+  "coverage": 0.7829411764705883
+ },
+ "broadcast": {},
+ "other_arms": {
+  "zs_raw": {
+   "comp_l1": 0.4429058667481608,
+   "logfc_r_mean_cp10k": null,
+   "deg_top50_sum": null
+  },
+  "zs_pseudo": {
+   "comp_l1": 0.21178877759889242,
+   "logfc_r_mean_cp10k": null,
+   "deg_top50_sum": null
+  },
+  "zs_cal": {
+   "comp_l1": 0.2063535553111851,
+   "logfc_r_mean_cp10k": null,
+   "deg_top50_sum": null
+  }
+ },
+ "gates": {
+  "observed_composition_equal": true
+ },
+ "tool_sha256": "15ed044bbfc39c501c7187ad78586902f2aa0635e7b3a90786b4587cedc2008a",
+ "score_ft_sha256": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
+ "seconds": 3.3
+}