Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/imperial_eskd/fewshot_draw2_cibersortx/contrast.csv

@@ -0,0 +1,17 @@
+genes,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast
+zero_filled,T cell,mean_cp10k,3036,0.21256255455053585,0.6311553277299028,0.01332971474706027,0.32127017940981406
+zero_filled,T cell,pseudobulk_log1p_cpm,3036,0.33730376357618774,0.6350373450250355,0.0739885935815258,0.45081833242790026
+zero_filled,B cell,mean_cp10k,3187,0.11803273597543258,0.6245632309702648,-0.03967737946189163,0.23718260750699185
+zero_filled,B cell,pseudobulk_log1p_cpm,3187,0.14832187265111144,0.4816610289030315,-0.09178657853030844,0.45652116089330874
+zero_filled,Monocyte,mean_cp10k,2886,0.620224147421291,0.6837051334204964,0.1815299418631164,0.7878136134189521
+zero_filled,Monocyte,pseudobulk_log1p_cpm,2886,0.497252179294197,0.6802082395314715,0.050914573450808805,0.6913884691761049
+zero_filled,NK cell,mean_cp10k,2961,0.15832744901604062,0.6340215947478178,0.08777439355576679,0.14377328049565902
+zero_filled,NK cell,pseudobulk_log1p_cpm,2961,0.15447665537084498,0.5753918871563406,0.04725957694653462,0.20269039758742272
+covered,T cell,mean_cp10k,2739,0.33613239822926494,0.4568137637256991,0.08797667025310112,0.5985825970757828
+covered,T cell,pseudobulk_log1p_cpm,2739,0.4316671840657395,0.5378652881607938,0.12457292650596437,0.6550227643648334
+covered,B cell,mean_cp10k,1993,0.2112619357000901,0.49572206947628333,-0.084342956170308,0.5496154644029356
+covered,B cell,pseudobulk_log1p_cpm,1993,0.21067505124112348,0.3788736129106331,-0.09048613809218496,0.7113912711936775
+covered,Monocyte,mean_cp10k,2271,0.6669042234921898,0.7414168094734069,0.029941400163168087,0.8869852490711665
+covered,Monocyte,pseudobulk_log1p_cpm,2271,0.594700140078937,0.7443024075852084,-0.03887341508323706,0.8190165224870705
+covered,NK cell,mean_cp10k,1809,0.2340698399978935,0.6939935516946905,0.0763976186098084,0.2607632361695158
+covered,NK cell,pseudobulk_log1p_cpm,1809,0.23062481381153552,0.6079153039059636,0.04403342864912723,0.3249793513862858

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/imperial_eskd/fewshot_draw2_cibersortx/per_donor.csv

@@ -0,0 +1,143 @@
+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
+C20_1004,covid_positive,1.2788017240830907,1.2788017240830907,1.223205517299998,1.223205517299998,0.8780699815837939,0.0662897220616231,0.0662897220616231,0.43425414364640885,0.1690198824682908,0.1690198824682908,0.3994475138121547,0.6038261033610528,0.6038261033610528,0.03867403314917127,0.12271450525740007,0.12271450525740007,0.07790055248618785,0.006505003041800348,0.006505003041800348,0.04751381215469613,0.03164478380983281,0.03164478380983281,0.0022099447513812156
+C20_1404,covid_positive,1.0907204701665703,1.0907204701665703,1.022038698738524,1.022038698738524,0.5126808316198309,0.0626695660456479,0.0626695660456479,0.4885195339273475,0.16767273485461734,0.16767273485461734,0.2705620287868403,0.4612610014470467,0.4612610014470467,0.015421521590130226,0.2811102468599994,0.2811102468599994,0.204592186429061,0.0,0.0,0.016620973269362578,0.027286450792688575,0.027286450792688575,0.004283755997258396
+C21_1004,covid_positive,0.6545346708061743,0.6545346708061743,0.6402829026388213,0.6402829026388213,0.1025244956772334,0.5826750277093048,0.5826750277093048,0.8982348703170029,0.1525841821652015,0.1525841821652015,0.08609510086455331,0.1892403223955859,0.1892403223955859,0.0,0.0,0.0,0.0111671469740634,0.0,0.0,0.0005403458213256485,0.07550046772990783,0.07550046772990783,0.003962536023054755
+C21_1704,covid_positive,0.9296083127165999,0.9296083127165999,0.9062330999684026,0.9062330999684026,0.763781181619256,0.31363461122283665,0.31363461122283665,0.7275711159737418,0.20471221710157678,0.20471221710157678,0.2214442013129103,0.3462719567368871,0.3462719567368871,0.004814004376367615,0.0,0.0,0.022319474835886213,0.0,0.0,0.011816192560175055,0.13538121493869956,0.13538121493869956,0.012035010940919038
+C21_2504,covid_positive,1.2124870491367308,1.2124870491367308,1.1984073142592397,1.1984073142592397,1.194043317485473,0.20179926465508946,0.20179926465508946,0.7567353407290016,0.12907555642293328,0.12907555642293328,0.12361331220285261,0.4989585610442818,0.4989585610442818,0.06220285261489699,0.0,0.0,0.039619651347068144,0.0,0.0,0.011687797147385102,0.17016661787769546,0.17016661787769546,0.006141045958795562
+C23_2204,covid_positive,0.754844364643222,0.754844364643222,0.7802570904917195,0.7802570904917195,0.1631226252158895,0.31247659006815964,0.31247659006815964,0.685880829015544,0.09960899963095464,0.09960899963095464,0.10362694300518134,0.20344918659051112,0.20344918659051112,0.06703367875647669,0.17059813259126028,0.17059813259126028,0.11269430051813471,0.15612799803370359,0.15612799803370359,0.025906735751295335,0.05773909308541057,0.05773909308541057,0.0048575129533678756
+C31_1304,covid_positive,0.435819373616962,0.435819373616962,0.47487859385109416,0.47487859385109416,0.2907801418439716,0.5974733815264265,0.5974733815264265,0.782695035460993,0.1446818966265445,0.1446818966265445,0.1075177304964539,0.1360290517049533,0.1360290517049533,0.007659574468085106,0.04447508769346137,0.04447508769346137,0.07716312056737588,0.05204024831825239,0.05204024831825239,0.02070921985815603,0.02530033413036201,0.02530033413036201,0.00425531914893617
+C31_2004,covid_positive,0.7492941079072145,0.7492941079072145,0.7782263394587405,0.7782263394587405,0.2724503311258278,0.43470560548291637,0.43470560548291637,0.8004415011037528,0.07232504475773702,0.07232504475773702,0.08123620309050773,0.24585757281340506,0.24585757281340506,0.039293598233995586,0.08651395944848102,0.08651395944848102,0.05121412803532009,0.11897330560594413,0.11897330560594413,0.022958057395143488,0.04162451189151664,0.04162451189151664,0.004856512141280353
+C31_2704,covid_positive,0.4903027536549481,0.4903027536549481,0.5616132274831774,0.5616132274831774,0.3211428571428571,0.5720492617429087,0.5720492617429087,0.7042857142857143,0.04445465625944129,0.04445465625944129,0.08023809523809523,0.20342475038622063,0.20342475038622063,0.08714285714285715,0.021439943265413992,0.021439943265413992,0.09857142857142857,0.10840314973231083,0.10840314973231083,0.025952380952380952,0.05022823861370446,0.05022823861370446,0.0038095238095238095
+C33_1401,covid_positive,0.7172632940105792,0.7172632940105792,0.8046183105389044,0.8046183105389044,0.6887555443970207,0.04684161435549368,0.04684161435549368,0.38890283705749434,0.0,0.0,0.016570424303288978,0.3859638845206418,0.3859638845206418,0.11172483052975145,0.49737545982762865,0.49737545982762865,0.464474014561888,0.022656304336051074,0.022656304336051074,0.014310820989204118,0.04716273696018475,0.04716273696018475,0.004017072558373086
+C33_1601,covid_positive,0.5189512560512666,0.5189512560512666,0.6678321933023844,0.6678321933023844,0.9503459915611814,0.0,0.0,0.14430379746835442,0.010153079363021858,0.010153079363021858,0.11645569620253164,0.42069497117415966,0.42069497117415966,0.2,0.5227763559024841,0.5227763559024841,0.5240506329113924,0.0,0.0,0.007594936708860759,0.04637559356033433,0.04637559356033433,0.007594936708860759
+C33_1901,covid_positive,0.7811956141616587,0.7811956141616587,0.7623307531094748,0.7623307531094748,0.4697175141242938,0.02702324736665684,0.02702324736665684,0.3754494093477144,0.010730255259755642,0.010730255259755642,0.042116076014381096,0.357051710436996,0.357051710436996,0.12223934257832562,0.5383220415860115,0.5383220415860115,0.43656908063687727,0.0,0.0,0.01078582434514638,0.06687274535057997,0.06687274535057997,0.012840267077555213
+C34_1404,covid_positive,1.367375064743132,1.367375064743132,1.3863181506941693,1.3863181506941693,0.995662773526648,0.2639564466860256,0.2639564466860256,0.8771647200966572,0.02580622849928661,0.02580622849928661,0.01973419250906162,0.5139283710318746,0.5139283710318746,0.016915022150624244,0.0,0.0,0.07047925896093435,0.12275614628945668,0.12275614628945668,0.011679420056383408,0.0735528074933565,0.0735528074933565,0.004027386226339106
+C34_2104,covid_positive,1.1408839433010411,1.1408839433010411,1.224915309607268,1.224915309607268,0.7345754985754985,0.36972896852041964,0.36972896852041964,0.7916666666666666,0.0,0.0,0.024216524216524215,0.35227815327430745,0.35227815327430745,0.041666666666666664,0.0,0.0,0.12428774928774929,0.2458234406658153,0.2458234406658153,0.013888888888888888,0.03216943753945763,0.03216943753945763,0.004273504273504274
+C34_2504,covid_positive,0.6834139612908655,0.6834139612908655,0.8016242100395692,0.8016242100395692,0.1823856041131105,0.4606676346010666,0.4606676346010666,0.6961439588688946,0.0,0.0,0.024678663239074552,0.2580242869213627,0.2580242869213627,0.12544987146529563,0.04749685004913038,0.04749685004913038,0.12904884318766066,0.20966487012412727,0.20966487012412727,0.02416452442159383,0.024146358304312963,0.024146358304312963,0.0005141388174807198
+C36_1504,covid_positive,0.8363307372548997,0.8363307372548997,0.8037219115372501,0.8037219115372501,0.7128758307100383,0.39499563175617314,0.39499563175617314,0.7643231899265478,0.09261024830472964,0.09261024830472964,0.14144805876180483,0.3693720232408008,0.3693720232408008,0.03546694648478489,0.06854392730452424,0.06854392730452424,0.030640083945435468,0.0313455420466547,0.0313455420466547,0.01951731374606506,0.04313262734711755,0.04313262734711755,0.008604407135362015
+C36_1704,covid_positive,0.8056233661961247,0.8056233661961247,0.7823831306794937,0.7823831306794937,0.417971685971686,0.44017415988778064,0.44017415988778064,0.842985842985843,0.1264817565247089,0.1264817565247089,0.07335907335907337,0.26289111856329045,0.26289111856329045,0.014800514800514801,0.08181768471611355,0.08181768471611355,0.0546975546975547,0.0319097230249756,0.0319097230249756,0.010296010296010296,0.056725557283130924,0.056725557283130924,0.003861003861003861
+C36_2104,covid_positive,0.7557786667174243,0.7557786667174243,0.7511540698127077,0.7511540698127077,0.1692817679558012,0.4255160095070861,0.4255160095070861,0.7679558011049724,0.06123554111210227,0.06123554111210227,0.09668508287292818,0.2844552267245327,0.2844552267245327,0.05432780847145488,0.09941708651775696,0.09941708651775696,0.06353591160220995,0.07663519303604936,0.07663519303604936,0.011970534069981584,0.05274094310247262,0.05274094310247262,0.0055248618784530384
+C40_1504,covid_positive,0.9586692025466849,0.9586692025466849,0.9724814739591637,0.9724814739591637,0.2956789492885809,0.2640072447682484,0.2640072447682484,0.7433418460415907,0.10297247622563473,0.10297247622563473,0.09649762860269974,0.4701556783311343,0.4701556783311343,0.05600145932141554,0.0959225269249504,0.0959225269249504,0.09157241882524626,0.023019290457634276,0.023019290457634276,0.009668004377964246,0.04392278329239803,0.04392278329239803,0.002918642831083546
+C40_2204,covid_positive,0.8844160715486105,0.8844160715486105,0.8269044628679096,0.8269044628679096,0.3757948717948717,0.25572757830538145,0.25572757830538145,0.6933333333333334,0.13078233463826203,0.13078233463826203,0.13538461538461538,0.30119101267216614,0.30119101267216614,0.028717948717948718,0.22280625076215785,0.22280625076215785,0.12923076923076923,0.010879386938924393,0.010879386938924393,0.010256410256410256,0.07861343668310812,0.07861343668310812,0.003076923076923077
+C40_0105,covid_positive,0.4128556228139687,0.4128556228139687,0.3853787289623076,0.3853787289623076,0.3978099602810877,0.21944294936295153,0.21944294936295153,0.42587076076993585,0.08148900416292745,0.08148900416292745,0.036778185151237396,0.4983845929490234,0.4983845929490234,0.4643675527039413,0.10647093993793974,0.10647093993793974,0.05728689275893675,0.02443946216856015,0.02443946216856015,0.013175985334555454,0.06977305141859774,0.06977305141859774,0.0025206232813932174
+C42_1504,covid_positive,0.646113956619227,0.646113956619227,0.6173139330169423,0.6173139330169423,0.4217562153029205,0.5128652039704961,0.5128652039704961,0.7320782041998551,0.1354753557358209,0.1354753557358209,0.13613323678493844,0.3142780721877106,0.3142780721877106,0.020275162925416364,0.0,0.0,0.0894279507603186,0.0,0.0,0.013758146270818247,0.0373813681059724,0.0373813681059724,0.00832729905865315
+C42_2204,covid_positive,0.6815120889256404,0.6815120889256404,0.6474360061045923,0.6474360061045923,0.0835922199865861,0.5502388362197675,0.5502388362197675,0.8511066398390342,0.08904694940068712,0.08904694940068712,0.06317907444668008,0.31908552542491236,0.31908552542491236,0.035211267605633804,0.0,0.0,0.035211267605633804,0.0073954613697261844,0.0073954613697261844,0.012072434607645875,0.0342332275849068,0.0342332275849068,0.0032193158953722333
+C42_2704,covid_positive,0.8113172086849869,0.8113172086849869,0.8363546601884376,0.8363546601884376,0.386173282499813,0.466973970215896,0.466973970215896,0.8535546086566494,0.08694152027026344,0.08694152027026344,0.04619869925992375,0.3381466208366887,0.3381466208366887,0.036891679748822605,0.034970026921763056,0.034970026921763056,0.054047992823503026,0.06918400923655812,0.06918400923655812,0.006391567616057412,0.0037838525188307755,0.0037838525188307755,0.0029154518950437317
+C58_1604,covid_negative,1.051233113120164,1.051233113120164,0.9896223972268409,0.9896223972268409,0.4193459119496856,0.18054626225715373,0.18054626225715373,0.7018867924528301,0.037233407597858544,0.037233407597858544,0.04150943396226415,0.37168197416999893,0.37168197416999893,0.0037735849056603774,0.34645609948745937,0.34645609948745937,0.2188679245283019,0.02107940505860136,0.02107940505860136,0.01509433962264151,0.04300285142892809,0.04300285142892809,0.018867924528301886
+C58_2501,covid_positive,0.5635419811539816,0.5635419811539816,0.5648711988033529,0.5648711988033529,0.3276385397965289,0.22498111806444296,0.22498111806444296,0.42848593656493117,0.013752287927306012,0.013752287927306012,0.0353081986834231,0.534194494960812,0.534194494960812,0.31717534410532616,0.1296098375255813,0.1296098375255813,0.15320167564332735,0.02014309684523609,0.02014309684523609,0.05326152004787552,0.07731916467662175,0.07731916467662175,0.012567324955116697
+C58_2901,covid_positive,0.671318817904963,0.671318817904963,0.6404644100672036,0.6404644100672036,0.4787533539731681,0.2871871441154411,0.2871871441154411,0.6179566563467492,0.03164261101876475,0.03164261101876475,0.03653250773993808,0.3672562615542577,0.3672562615542577,0.17956656346749225,0.16476856847611068,0.16476856847611068,0.10835913312693499,0.051607216660667005,0.051607216660667005,0.03219814241486068,0.09753819817475887,0.09753819817475887,0.025386996904024767
+C58_0102,covid_positive,0.3455796549572726,0.3455796549572726,0.34646925542700296,0.34646925542700296,0.5785349794238682,0.3611607898053143,0.3611607898053143,0.5339506172839507,0.03587350452470789,0.03587350452470789,0.027777777777777776,0.308160834573685,0.308160834573685,0.2880658436213992,0.155999500894251,0.155999500894251,0.11316872427983539,0.08580493832508046,0.08580493832508046,0.03292181069958848,0.053000431876961386,0.053000431876961386,0.00411522633744856
+C58_0402,covid_positive,0.4896543723580509,0.4896543723580509,0.4716021320882727,0.4716021320882727,0.7383822491174987,0.37479647439179314,0.37479647439179314,0.4245731575534904,0.008321301203711624,0.008321301203711624,0.01988329371082775,0.2256318698658414,0.2256318698658414,0.4091203803760536,0.25540892517646446,0.25540892517646446,0.11681435055111303,0.07834066218755782,0.07834066218755782,0.02485411713853469,0.05750076717463141,0.05750076717463141,0.004754700669980549
+C58_1003,recovery,0.5150440941319517,0.5150440941319517,0.5822848526573665,0.5822848526573665,0.1273308933170664,0.42435546163167986,0.42435546163167986,0.5917039446929646,0.00746613195753966,0.00746613195753966,0.02745018300122001,0.33359406941645886,0.33359406941645886,0.1691744611630744,0.07702480180108777,0.07702480180108777,0.14721431476209842,0.10981687227968033,0.10981687227968033,0.05612037413582757,0.04774266291355373,0.04774266291355373,0.008336722244814965
+C63_1704,covid_positive,1.0943327432999348,1.0943327432999348,1.0344654266406725,1.0344654266406725,0.891358547655068,0.273057000625804,0.273057000625804,0.7718608169440242,0.07841505435055232,0.07841505435055232,0.11981845688350984,0.4168487490982259,0.4168487490982259,0.013010590015128594,0.14560998998376304,0.14560998998376304,0.08199697428139183,0.0,0.0,0.006959152798789713,0.08606920594165468,0.08606920594165468,0.006354009077155824
+C63_2404,covid_positive,0.7005050108251073,0.7005050108251073,0.6455598660025257,0.6455598660025257,0.3786847099082283,0.44050140872277116,0.44050140872277116,0.6971535230984601,0.08185457863182408,0.08185457863182408,0.1675221651889874,0.28937492972891915,0.28937492972891915,0.0377974801679888,0.114508863433393,0.114508863433393,0.08726084927671489,0.0,0.0,0.007932804479701353,0.07376021948309265,0.07376021948309265,0.0023331777881474567
+C63_2904,covid_positive,0.5517403396218707,0.5517403396218707,0.5651247541593823,0.5651247541593823,0.0738907363420427,0.45264809219818625,0.45264809219818625,0.6775534441805225,0.11320929899021187,0.11320929899021187,0.14251781472684086,0.2663068500310336,0.2663068500310336,0.08491686460807601,0.06385438674413446,0.06385438674413446,0.0855106888361045,0.026830460676766595,0.026830460676766595,0.007719714964370546,0.07715091135966724,0.07715091135966724,0.0017814726840855108
+C65_1704,covid_positive,0.9688194143651888,0.9688194143651888,0.9687440817806904,0.9687440817806904,0.6054837361981499,0.0956660859057967,0.0956660859057967,0.5264100268576545,0.08688929196084791,0.08688929196084791,0.13070725156669652,0.44760145919399735,0.44760145919399735,0.03670546105640107,0.32836218250094185,0.32836218250094185,0.2909579230080573,0.0,0.0,0.009847806624888093,0.041480980438416276,0.041480980438416276,0.005371530886302597
+C65_2104,covid_positive,1.1761243358416569,1.1761243358416569,1.197039422290163,1.197039422290163,1.1988710462287104,0.08642293220436403,0.08642293220436403,0.5766423357664233,0.11383606775801917,0.11383606775801917,0.20802919708029197,0.5516571940969522,0.5516571940969522,0.014598540145985401,0.20540916420324096,0.20540916420324096,0.19343065693430658,0.0,0.0,0.0036496350364963502,0.04267464173742366,0.04267464173742366,0.0036496350364963502
+C65_2504,covid_positive,0.9824610009272261,0.9824610009272261,0.9455830927208395,0.9455830927208395,0.7979033364515123,0.17387707671131677,0.17387707671131677,0.6623012160898035,0.1298891371265508,0.1298891371265508,0.11412535079513564,0.30960779075903494,0.30960779075903494,0.031805425631431246,0.24264857109420215,0.24264857109420215,0.16931711880261927,0.0,0.0,0.002806361085126286,0.14397742430889532,0.14397742430889532,0.019644527595884004
+C69_1804,covid_negative,0.9337972701724422,0.9337972701724422,0.9171886041067235,0.9171886041067235,0.3690821620055064,0.3718318201346482,0.3718318201346482,0.819591363570497,0.009407495800721734,0.009407495800721734,0.028546587451094046,0.387119096233319,0.387119096233319,0.0585422402550355,0.1117195795276203,0.1117195795276203,0.04637009129111723,0.0720535048792352,0.0720535048792352,0.03231415736849732,0.0478685034244555,0.0478685034244555,0.014635560063758875
+C82_2504,covid_positive,0.8734441267117785,0.8734441267117785,0.844768076803309,0.844768076803309,0.550608890131395,0.45168861470577754,0.45168861470577754,0.8433044450656975,0.04335068186603909,0.04335068186603909,0.03228962818003914,0.4379884808003089,0.4379884808003089,0.047246295778585405,0.022128880227402187,0.022128880227402187,0.037042214145932346,0.0,0.0,0.030192899077439196,0.04484334240047223,0.04484334240047223,0.009924517752306402
+C93_2104,covid_positive,0.7336198122461429,0.7336198122461429,0.8352843297952568,0.8352843297952568,1.188364314744487,0.14748010633131675,0.14748010633131675,0.5098940635618628,0.06404666422302903,0.06404666422302903,0.06516090345792525,0.4666743641836467,0.4666743641836467,0.15790525684589246,0.22917881402815934,0.22917881402815934,0.23246052368578854,0.07612772950863331,0.07612772950863331,0.029982010793523885,0.016492321725214733,0.016492321725214733,0.004597241655006996
+C93_2704,covid_positive,0.6070414997718223,0.6070414997718223,0.7016056819168681,0.7016056819168681,0.141738990387035,0.18164614096992493,0.18164614096992493,0.4635361618601842,0.009473000432099931,0.009473000432099931,0.031103729427751775,0.3466736904018769,0.3466736904018769,0.22044390759474558,0.2864298185247762,0.2864298185247762,0.26256983240223464,0.10572112602418833,0.10572112602418833,0.018873622225577532,0.07005622364713374,0.07005622364713374,0.003472746489506266
+C93_0405,covid_positive,0.4255141191175642,0.4255141191175642,0.5114116398094096,0.5114116398094096,0.2623139738254629,0.2852334528778965,0.2852334528778965,0.47421747783607743,0.0068041320359105055,0.0068041320359105055,0.03057716663651167,0.2692556184867906,0.2692556184867906,0.2131355165550932,0.2819873932236608,0.2819873932236608,0.2529401121765877,0.11787133818093452,0.11787133818093452,0.026777637054459923,0.03884806519480713,0.03884806519480713,0.0023520897412701285
+C103_2204,covid_negative,0.6116481568613488,0.6116481568613488,0.6163585321485772,0.6163585321485772,0.4045170441546557,0.2570408826253226,0.2570408826253226,0.5037748798901853,0.09396438041025595,0.09396438041025595,0.06394417753374514,0.21819200531325483,0.21819200531325483,0.2772820864790666,0.26549955040268947,0.26549955040268947,0.1261725005719515,0.09820788872590565,0.09820788872590565,0.0263097689315946,0.06709529252257145,0.06709529252257145,0.0025165865934568747
+C104_2204,covid_negative,0.6798263233021399,0.6798263233021399,0.7109834853432042,0.7109834853432042,0.4093010186160871,0.1905614656672812,0.1905614656672812,0.29004214963119074,0.023209281206253207,0.023209281206253207,0.03898840885142255,0.18911552948031313,0.18911552948031313,0.4137688795223042,0.35331943909204483,0.35331943909204483,0.18580962416578856,0.19011284003830672,0.19011284003830672,0.06840533895328416,0.053681444515800966,0.053681444515800966,0.002985598876009835
+C106_2204,covid_negative,0.3931430987086683,0.3931430987086683,0.3284360100132523,0.3284360100132523,0.2773131159969674,0.41836920395482496,0.41836920395482496,0.6097693057511101,0.0383424382333139,0.0383424382333139,0.036824434095093686,0.2692245273893954,0.2692245273893954,0.19451965774937724,0.20568251489137626,0.20568251489137626,0.10733239467128777,0.04280862392467602,0.04280862392467602,0.047980071482725005,0.025572691606413487,0.025572691606413487,0.003574136250406152
+C108_2204,covid_negative,0.47439309666899615,0.47439309666899615,0.5669072290987821,0.5669072290987821,0.6077911908646003,0.5914738208412486,0.5914738208412486,0.6688417618270799,0.0011282775071553993,0.0011282775071553993,0.0032626427406199023,0.15593289305307784,0.15593289305307784,0.03806416530723219,0.09733566544325345,0.09733566544325345,0.25502990755845567,0.10136931823336003,0.10136931823336003,0.021750951604132682,0.05276002492190477,0.05276002492190477,0.013050570962479609
+C108_1501,covid_positive,0.7166486891767713,0.7166486891767713,0.8475142070284005,0.8475142070284005,0.1805591397849461,0.11207693222024656,0.11207693222024656,0.2956989247311828,0.010293716039993895,0.010293716039993895,0.016129032258064516,0.46595888648062794,0.46595888648062794,0.21841397849462366,0.25048780285029865,0.25048780285029865,0.41935483870967744,0.11092303010641076,0.11092303010641076,0.04032258064516129,0.050259632302422204,0.050259632302422204,0.010080645161290322
+C108_1801,covid_positive,0.7478094927184742,0.7478094927184742,0.792249069724738,0.792249069724738,0.9940645161290322,0.18994286046730344,0.18994286046730344,0.2853598014888337,0.0462710078717544,0.0462710078717544,0.07568238213399504,0.43684267137199956,0.43684267137199956,0.08560794044665013,0.2642639110831148,0.2642639110831148,0.47890818858560796,0.010232858833974762,0.010232858833974762,0.04466501240694789,0.052446690371852886,0.052446690371852886,0.02977667493796526
+C108_2201,covid_positive,0.8941857195518934,0.8941857195518934,0.9554321032002905,0.9554321032002905,0.8307816091954023,0.1821191653018243,0.1821191653018243,0.2988505747126437,0.0488945871337993,0.0488945871337993,0.041666666666666664,0.440206204198329,0.440206204198329,0.09195402298850575,0.20124774503717158,0.20124774503717158,0.5100574712643678,0.0,0.0,0.021551724137931036,0.1275322983288758,0.1275322983288758,0.035919540229885055
+C113_0605,covid_positive,1.3649885874168768,1.3649885874168768,1.319251237803204,1.319251237803204,1.2032987171655467,0.12512257850074682,0.12512257850074682,0.6053756872327428,0.10029543850540495,0.10029543850540495,0.14141722663408673,0.7148705918147303,0.7148705918147303,0.032376298106292,0.0,0.0,0.03512522907758094,0.0,0.0,0.030849114233353694,0.059711391179117834,0.059711391179117834,0.1548564447159438
+C123_2404,covid_positive,1.081293029304992,1.081293029304992,1.068475207710508,1.068475207710508,0.6778194074862515,0.04370686480466218,0.04370686480466218,0.5516232038318254,0.07985830775801574,0.07985830775801574,0.04922831293241086,0.30525787596778114,0.30525787596778114,0.08541777541245343,0.35885434610879263,0.35885434610879263,0.271953166577967,0.0,0.0,0.032730175625332626,0.21232260536074843,0.21232260536074843,0.009047365620010643
+C123_2904,covid_positive,1.1288146297160906,1.1288146297160906,1.236269112017642,1.236269112017642,0.799129151291513,0.0,0.0,0.49231242312423124,0.017832914325882004,0.017832914325882004,0.07380073800738007,0.4525016880049108,0.4525016880049108,0.19034440344403444,0.21972779049626945,0.21972779049626945,0.22478474784747848,0.0,0.0,0.01107011070110701,0.3099376071729377,0.3099376071729377,0.007687576875768758
+C123_0505,covid_positive,0.9624572773304297,0.9624572773304297,1.0002663524709285,1.0002663524709285,0.8835634010002942,0.06965521927935174,0.06965521927935174,0.4854368932038835,0.06497327940101212,0.06497327940101212,0.05383936451897617,0.6626170296290673,0.6626170296290673,0.27184466019417475,0.09871896641553925,0.09871896641553925,0.13901147396293026,0.0,0.0,0.025154457193292144,0.10403550527502956,0.10403550527502956,0.02471315092674316
+C124_2404,covid_positive,1.0234758240336395,1.0234758240336395,1.0510895383527639,1.0510895383527639,0.7424803493449781,0.0835980896871573,0.0835980896871573,0.5100436681222708,0.12038452231349032,0.12038452231349032,0.18777292576419213,0.47155074489919657,0.47155074489919657,0.08340611353711791,0.20905398038788872,0.20905398038788872,0.19519650655021833,0.0,0.0,0.017903930131004366,0.11541266271226715,0.11541266271226715,0.005676855895196507
+C124_2704,covid_positive,0.8690782581416636,0.8690782581416636,0.9413689623630831,0.9413689623630831,0.5172221416485375,0.10990974657596993,0.10990974657596993,0.5112400290065264,0.10909220077610877,0.10909220077610877,0.11965192168237854,0.34486339544308153,0.34486339544308153,0.06961566352429296,0.2649489711412053,0.2649489711412053,0.27870437515107566,0.006818146779611584,0.006818146779611584,0.015711868503746677,0.16436753928402287,0.16436753928402287,0.005076142131979695
+C124_0105,covid_positive,0.6860137059415787,0.6860137059415787,0.7341635140423682,0.7341635140423682,0.3906628535112805,0.27204798568926025,0.27204798568926025,0.5548141086749285,0.05651564465798023,0.05651564465798023,0.07740705433746425,0.29407756183410855,0.29407756183410855,0.06444232602478552,0.2287291446071404,0.2287291446071404,0.25681601525262154,0.029919628509529436,0.029919628509529436,0.041182078169685415,0.1187100347019811,0.1187100347019811,0.005338417540514776
+C126_2504,covid_positive,0.38821779665125167,0.38821779665125167,0.4363737606138571,0.4363737606138571,0.2217026596396616,0.36772465970844687,0.36772465970844687,0.5618335580340728,0.1119260321957881,0.1119260321957881,0.056992278465498224,0.25591721537645323,0.25591721537645323,0.2332393675695551,0.12445990005505002,0.12445990005505002,0.11177840421620297,0.08155899172461968,0.08155899172461968,0.028925113371736734,0.05841320093964199,0.05841320093964199,0.0072312783429341835
+C126_3004,covid_positive,0.687426488253571,0.687426488253571,0.7512862186149729,0.7512862186149729,0.3668974608921692,0.40916835660949585,0.40916835660949585,0.743629021027712,0.11710757946741386,0.11710757946741386,0.05848767581116836,0.22805096540023756,0.22805096540023756,0.05082857540732488,0.11190046304313664,0.11190046304313664,0.1211530427517059,0.06879284427151826,0.06879284427151826,0.0181033282272664,0.06497979120819784,0.06497979120819784,0.007798356774822448
+C126_0605,covid_positive,0.45482868087995787,0.45482868087995787,0.5176940246023573,0.5176940246023573,0.110799249911307,0.37551875139427,0.37551875139427,0.5716892200091227,0.0789887570330158,0.0789887570330158,0.11023262885814201,0.14142984105900533,0.14142984105900533,0.08712178804926259,0.20922411057040233,0.20922411057040233,0.16618519081648167,0.13787623228606916,0.13787623228606916,0.055648471947696516,0.05696230765723744,0.05696230765723744,0.009122700319294512
+C127_2504,covid_positive,1.0618154365781138,1.0618154365781138,0.9995762369207651,0.9995762369207651,0.6542311408398365,0.1567285418764455,0.1567285418764455,0.6648086213303604,0.0968304808229777,0.0968304808229777,0.10999628390932739,0.3776737031965151,0.3776737031965151,0.03121516164994426,0.2585971725923516,0.2585971725923516,0.18097361575622445,0.0,0.0,0.00966183574879227,0.1101701015117101,0.1101701015117101,0.0033444816053511705
+C127_0405,covid_positive,0.49592573320752026,0.49592573320752026,0.4414627222025557,0.4414627222025557,0.4251395007342144,0.17042920388082136,0.17042920388082136,0.4183920704845815,0.08227263305314998,0.08227263305314998,0.07444933920704846,0.2478086469170698,0.2478086469170698,0.24295154185022028,0.42625797666873194,0.42625797666873194,0.24295154185022028,0.028012441264016447,0.028012441264016447,0.018502202643171806,0.04521909821621053,0.04521909821621053,0.0027533039647577094
+C127_1105,covid_positive,0.7042088899120238,0.7042088899120238,0.6168434606024562,0.6168434606024562,0.2453364558938328,0.2730181875375699,0.2730181875375699,0.5739656518345043,0.044276274610243305,0.044276274610243305,0.09543325526932084,0.23083144834685906,0.23083144834685906,0.14910226385636222,0.3902777657113061,0.3902777657113061,0.1649102263856362,0.03572470760813367,0.03572470760813367,0.01522248243559719,0.025871616185887843,0.025871616185887843,0.001366120218579235
+C128_2504,covid_positive,0.7377596166419116,0.7377596166419116,0.6728772998398875,0.6728772998398875,0.1351552871961604,0.285591321999557,0.285591321999557,0.6421272642823966,0.05384285017182351,0.05384285017182351,0.06618671620993961,0.4052234941569119,0.4052234941569119,0.1692986530422666,0.2195371145010659,0.2195371145010659,0.09939619136089178,0.030203955008164925,0.030203955008164925,0.02275894101254064,0.005601264162476907,0.005601264162476907,0.00023223409196470042
+C128_0405,covid_positive,1.0618113208446658,1.0618113208446658,0.9690977403108807,0.9690977403108807,0.3006711130872981,0.2539423597700611,0.2539423597700611,0.7550022232103157,0.11088341600147003,0.11088341600147003,0.13361493997332147,0.3731259780252362,0.3731259780252362,0.053357047576700754,0.2493518132975306,0.2493518132975306,0.048910626945309024,0.0,0.0,0.007114273010226767,0.012696432905702082,0.012696432905702082,0.0020008892841262785
+C128_1105,covid_positive,0.5584208882417255,0.5584208882417255,0.5641213961332703,0.5641213961332703,0.205518657650889,0.43183388345239043,0.43183388345239043,0.7095416979714501,0.060962451676653616,0.060962451676653616,0.04552967693463561,0.24856652238063592,0.24856652238063592,0.15251690458302028,0.142288206630438,0.142288206630438,0.05875281743050338,0.116348935859882,0.116348935859882,0.03215627347858753,0.0,0.0,0.0015026296018031556
+C132_2804,covid_positive,0.5204308888928639,0.5204308888928639,0.46893092879522186,0.46893092879522186,0.2247377079144581,0.4758474325413217,0.4758474325413217,0.7344178395174557,0.15815712790289493,0.15815712790289493,0.13087186985925792,0.14060159431717947,0.14060159431717947,0.021568269055017363,0.19046714007596677,0.19046714007596677,0.09376713580698227,0.034926705162637205,0.034926705162637205,0.01772984829098885,0.0,0.0,0.0016450374702979345
+C132_0205,covid_positive,0.5283525567797868,0.5283525567797868,0.48061409992009424,0.48061409992009424,0.318733461785485,0.34860153797870114,0.34860153797870114,0.6112181545707557,0.11276275310261083,0.11276275310261083,0.11432241490044959,0.16638722573566847,0.16638722573566847,0.08948833226289873,0.2877702164789807,0.2877702164789807,0.13680154142581888,0.07187045333283645,0.07187045333283645,0.046242774566473986,0.012607813371202441,0.012607813371202441,0.0019267822736030828
+C132_1105,covid_positive,0.25442649801087286,0.25442649801087286,0.2718117293257143,0.2718117293257143,0.5653262396254524,0.5676336060539113,0.5676336060539113,0.6814215790593743,0.19548137178250732,0.19548137178250732,0.19472228133645456,0.1477536779411975,0.1477536779411975,0.04618003830602256,0.05531275336797715,0.05531275336797715,0.06873802936795063,0.024853698405967826,0.024853698405967826,0.007022770802298362,0.008964892448438799,0.008964892448438799,0.001915301127899553
+C137_3004,covid_negative,0.4383808247187275,0.4383808247187275,0.4215911033346647,0.4215911033346647,0.1964130385229086,0.29920610341513915,0.29920610341513915,0.5030772737633918,0.0945508286522124,0.0945508286522124,0.10987007066332345,0.3001081521376493,0.3001081521376493,0.2227034419876909,0.19596948455770197,0.19596948455770197,0.1395030772737634,0.09651568733040403,0.09651568733040403,0.019603373603829497,0.013649743906893138,0.013649743906893138,0.005242762708000912
+C137_2502,recovery,0.8714418824678976,0.8714418824678976,0.9224186941547662,0.9224186941547662,0.2555758780649436,0.2287165749456324,0.2287165749456324,0.5690854870775348,0.09805409143336061,0.09805409143336061,0.17047713717693838,0.40716930196535783,0.40716930196535783,0.12326043737574553,0.09088811405703831,0.09088811405703831,0.11381709741550695,0.0780935268351075,0.0780935268351075,0.003976143141153081,0.09707839076350334,0.09707839076350334,0.019383697813121274
+C138_3004,covid_negative,0.277550180514375,0.277550180514375,0.3041358476173243,0.3041358476173243,0.1639441243233804,0.2199630725375136,0.2199630725375136,0.34468308014667365,0.019871971650861808,0.019871971650861808,0.025144054478784705,0.3521389488441175,0.3521389488441175,0.3609219486642221,0.26557979687332045,0.26557979687332045,0.1959140911471975,0.11014472443712484,0.11014472443712484,0.06862231534834992,0.032301485657061715,0.032301485657061715,0.004714510214772132
+C138_2301,covid_positive,0.8335791157425727,0.8335791157425727,0.9236688132895002,0.9236688132895002,0.3577538035961273,0.07247066512851023,0.07247066512851023,0.38278008298755184,0.011358178036407993,0.011358178036407993,0.0508298755186722,0.5306161212985128,0.5306161212985128,0.12033195020746888,0.28070242327165784,0.28070242327165784,0.3153526970954357,0.004986229634046259,0.004986229634046259,0.03734439834024896,0.099866382630865,0.099866382630865,0.09336099585062241
+C138_3001,covid_positive,0.8030426320148685,0.8030426320148685,0.8147023430724969,0.8147023430724969,0.3197574099407204,0.00017713673141784246,0.00017713673141784246,0.12311901504787962,0.0319059630769154,0.0319059630769154,0.08207934336525308,0.8023421094410867,0.8023421094410867,0.4008207934336525,0.09253964744436002,0.09253964744436002,0.27359781121751026,0.0,0.0,0.02188782489740082,0.07303514330621999,0.07303514330621999,0.09849521203830369
+C138_0202,covid_positive,0.3994754385842614,0.3994754385842614,0.4514533655898622,0.4514533655898622,0.2831345683327508,0.06890402996400875,0.06890402996400875,0.2153093324012583,0.11003533416558078,0.11003533416558078,0.0740999650471863,0.606087448549287,0.606087448549287,0.5159035302341839,0.13086891135203949,0.13086891135203949,0.1422579517651171,0.0,0.0,0.04194337644180356,0.08410427596908396,0.08410427596908396,0.01048584411045089
+C138_0402,covid_positive,0.8807748396334534,0.8807748396334534,0.8889954688294532,0.8889954688294532,0.4773333333333333,0.08651377513709599,0.08651377513709599,0.344,0.04588263416472596,0.04588263416472596,0.074,0.7020673963801143,0.7020673963801143,0.304,0.055216170881451296,0.055216170881451296,0.202,0.0,0.0,0.008,0.11032002343661244,0.11032002343661244,0.068
+C140_3004,covid_negative,0.311905138365982,0.311905138365982,0.35738500505707815,0.35738500505707815,0.7824280350438045,0.39639514825284766,0.39639514825284766,0.27252816020025034,0.31839795637801815,0.31839795637801815,0.3886107634543179,0.14412509490567044,0.14412509490567044,0.12484355444305381,0.05036787243648763,0.05036787243648763,0.13610763454317898,0.07284565804667034,0.07284565804667034,0.07165206508135169,0.017868269980305666,0.017868269980305666,0.006257822277847309
+C140_2801,covid_positive,0.8714155285078621,0.8714155285078621,0.9358407071116095,0.9358407071116095,0.3592212389380531,0.11307895127837074,0.11307895127837074,0.26991150442477874,0.17049363112915977,0.17049363112915977,0.2610619469026549,0.47753131601886123,0.47753131601886123,0.11946902654867257,0.13470195422349418,0.13470195422349418,0.3230088495575221,0.08898666734173905,0.08898666734173905,0.02654867256637168,0.015207480008374985,0.015207480008374985,0.0
+C140_3001,covid_positive,0.112811368217848,0.112811368217848,0.1976267076157727,0.1976267076157727,0.5015155497152868,0.08356729206950747,0.08356729206950747,0.12220762155059132,0.2500979377686579,0.2500979377686579,0.2664257555847569,0.3398693013953513,0.3398693013953513,0.33327858081471745,0.23394715818912631,0.23394715818912631,0.2176412614980289,0.09001366604875653,0.09001366604875653,0.056504599211563734,0.0025046445286005872,0.0025046445286005872,0.003942181340341655
+C140_0202,covid_positive,0.3170758887784736,0.3170758887784736,0.4131054970353345,0.4131054970353345,0.7006111578357164,0.30964991789271695,0.30964991789271695,0.2612839921502663,0.19684396413949157,0.19684396413949157,0.29072049341183065,0.22892178936610086,0.22892178936610086,0.16232127838519764,0.1690692395737512,0.1690692395737512,0.2321278385197645,0.08870747626694825,0.08870747626694825,0.04513596860106532,0.006807612760991093,0.006807612760991093,0.008410428931875526
+C140_0402,covid_positive,0.6529041133595781,0.6529041133595781,0.733281089847345,0.733281089847345,1.197348399246704,0.3641254407085347,0.3641254407085347,0.15065913370998116,0.22650321732526596,0.22650321732526596,0.49466415568110483,0.13880656256955867,0.13880656256955867,0.0696798493408663,0.1971339976562549,0.1971339976562549,0.2542372881355932,0.02392202777371828,0.02392202777371828,0.025109855618330193,0.0495087539666675,0.0495087539666675,0.005649717514124294
+C140_0602,covid_positive,0.1738168929177627,0.1738168929177627,0.31868099872321076,0.31868099872321076,0.604743169398907,0.1961076657465854,0.1961076657465854,0.13479052823315119,0.23897261052512955,0.23897261052512955,0.28734061930783245,0.28341824036889446,0.28341824036889446,0.31785063752276865,0.16529086658152084,0.16529086658152084,0.16939890710382513,0.10530046519056194,0.10530046519056194,0.08378870673952642,0.010910151587307789,0.010910151587307789,0.006830601092896175
+C140_0902,covid_positive,0.377176785574852,0.377176785574852,0.5018362542115347,0.5018362542115347,0.6578688376300316,0.27677041085335,0.27677041085335,0.13251922207146088,0.23111854008848015,0.23111854008848015,0.37403889642695615,0.23957284889259128,0.23957284889259128,0.2618724559023066,0.15935432044769435,0.15935432044769435,0.182722749886929,0.08337820797751369,0.08337820797751369,0.04296698326549073,0.009805671740370545,0.009805671740370545,0.005879692446856626
+C140_1103,recovery,0.4878210131547387,0.4878210131547387,0.548827199646285,0.548827199646285,0.4906702997275205,0.3421231861982798,0.3421231861982798,0.3528610354223433,0.19618939645363107,0.19618939645363107,0.30040871934604907,0.26385234819118975,0.26385234819118975,0.10422343324250681,0.07404394074347183,0.07404394074347183,0.20299727520435967,0.08851406781541361,0.08851406781541361,0.027929155313351498,0.03527706059801395,0.03527706059801395,0.011580381471389645
+C141_2001,covid_positive,0.6783301705106317,0.6783301705106317,0.7158021353264263,0.7158021353264263,0.4051413474240422,0.07239414160451423,0.07239414160451423,0.3543593130779392,0.009564918377671781,0.009564918377671781,0.014200792602377808,0.6135477016428937,0.6135477016428937,0.35402906208718626,0.10206542414301978,0.10206542414301978,0.10997357992073976,0.002570007898210172,0.002570007898210172,0.04722589167767503,0.19985780633369035,0.19985780633369035,0.1202113606340819
+C141_2201,covid_positive,0.8749442595546364,0.8749442595546364,0.9044436561591935,0.9044436561591935,0.2916945107398567,0.09114685987252404,0.09114685987252404,0.37748607796340494,0.02158941114879377,0.02158941114879377,0.07438345266507558,0.5149036322573708,0.5149036322573708,0.31145584725536996,0.0723055212379591,0.0723055212379591,0.11177406523468576,0.0,0.0,0.0588703261734288,0.3000545754833523,0.3000545754833523,0.066030230708035
+C141_3001,covid_positive,0.5701925485839984,0.5701925485839984,0.56402118927521,0.56402118927521,0.6852718943680949,0.13916180808387854,0.13916180808387854,0.3556992724333064,0.08910420895768391,0.08910420895768391,0.116410670978173,0.5705865587581744,0.5705865587581744,0.28698464025869036,0.06409382403070472,0.06409382403070472,0.09215844785772029,0.009447684150689232,0.009447684150689232,0.02263540824575586,0.12760591601886917,0.12760591601886917,0.12611156022635409
+C141_0202,covid_positive,0.650898057064649,0.650898057064649,0.6876849035700011,0.6876849035700011,0.1772682926829268,0.2957110322871191,0.2957110322871191,0.5629268292682926,0.045869804770089756,0.045869804770089756,0.041951219512195125,0.40329573930341156,0.40329573930341156,0.15609756097560976,0.1251814025951906,0.1251814025951906,0.18341463414634146,0.024430875169148582,0.024430875169148582,0.02048780487804878,0.10551114587504058,0.10551114587504058,0.0351219512195122
+C142_3004,covid_negative,0.5660727086836014,0.5660727086836014,0.5332433732028397,0.5332433732028397,0.6260028738267756,0.3427665826462011,0.3427665826462011,0.5483811794918829,0.04164854338557214,0.04164854338557214,0.10841052921214345,0.12774250293377273,0.12774250293377273,0.1384022746033202,0.35551316800731536,0.35551316800731536,0.17169586352380078,0.1099419787420826,0.1099419787420826,0.03182610290745666,0.022387224285056184,0.022387224285056184,0.001284050261395946
+C145_3004,covid_negative,0.5344861485516454,0.5344861485516454,0.628464545966379,0.628464545966379,0.5337532525796321,0.4821630684555383,0.4821630684555383,0.6002691790040376,0.11329148935564853,0.11329148935564853,0.05787348586810229,0.14942048132639107,0.14942048132639107,0.033647375504710635,0.11735025026998493,0.11735025026998493,0.26648721399730824,0.10245222726591019,0.10245222726591019,0.018842530282637954,0.035322483326526995,0.035322483326526995,0.02288021534320323
+C145_0701,covid_positive,0.7599368891125163,0.7599368891125163,0.7054599212298999,0.7054599212298999,1.014126126126126,0.11253688592440567,0.11253688592440567,0.3036036036036036,0.07663775388249733,0.07663775388249733,0.26306306306306304,0.3686631269828695,0.3686631269828695,0.1963963963963964,0.33187140058543424,0.33187140058543424,0.1972972972972973,0.028154212934136044,0.028154212934136044,0.03063063063063063,0.08213661969065712,0.08213661969065712,0.009009009009009009
+C145_1201,covid_positive,1.1131623825661945,1.1131623825661945,1.0436585614442175,1.0436585614442175,1.3611834774255525,0.12233378751301387,0.12233378751301387,0.207492795389049,0.10782853705403302,0.10782853705403302,0.5504322766570605,0.2649533986402267,0.2649533986402267,0.0345821325648415,0.3654926761517257,0.3654926761517257,0.14697406340057637,0.0,0.0,0.02881844380403458,0.13939160064100073,0.13939160064100073,0.03170028818443804
+C145_1401,covid_positive,0.6153854816492799,0.6153854816492799,0.6705987050162205,0.6705987050162205,0.2538364779874213,0.05774815035365495,0.05774815035365495,0.2169811320754717,0.1673260491371342,0.1673260491371342,0.2650943396226415,0.43384335125784784,0.43384335125784784,0.22641509433962265,0.21251607855249544,0.21251607855249544,0.24716981132075472,0.0,0.0,0.016037735849056604,0.12856637069886756,0.12856637069886756,0.02830188679245283
+C145_1901,covid_positive,0.5888570239314896,0.5888570239314896,0.6433487481438797,0.6433487481438797,0.2515430520034101,0.11831546565648847,0.11831546565648847,0.32821824381926684,0.18310759776714552,0.18310759776714552,0.24296675191815856,0.4044193225596561,0.4044193225596561,0.216538789428815,0.13645874004114122,0.13645874004114122,0.16112531969309463,0.05138042349507751,0.05138042349507751,0.0247229326513214,0.10631845048049116,0.10631845048049116,0.026427962489343565
+C145_2301,covid_positive,0.7062942856747254,0.7062942856747254,0.7646330949654506,0.7646330949654506,0.2825302713987472,0.19933316719800748,0.19933316719800748,0.5198329853862212,0.13123576512120588,0.13123576512120588,0.1638830897703549,0.3950981830393279,0.3950981830393279,0.10334029227557412,0.18277738948597885,0.18277738948597885,0.1826722338204593,0.04834403163479606,0.04834403163479606,0.009394572025052192,0.04321146352068358,0.04321146352068358,0.020876826722338204
+C146_3004,covid_negative,0.7860454599855003,0.7860454599855003,0.7283506165024484,0.7283506165024484,0.1083517382413088,0.3513497023456989,0.3513497023456989,0.7346625766871165,0.03936989894989451,0.03936989894989451,0.049079754601226995,0.21568311180619312,0.21568311180619312,0.125,0.29689729285131233,0.29689729285131233,0.05253067484662577,0.06814484317783966,0.06814484317783966,0.03450920245398773,0.028555150869061432,0.028555150869061432,0.004217791411042945
+C146_1201,covid_positive,1.021969554607653,1.021969554607653,0.9409488210686654,0.9409488210686654,0.5012293291731669,0.16234527189056086,0.16234527189056086,0.5691107644305772,0.01112532251390819,0.01112532251390819,0.10452418096723869,0.409304783116546,0.409304783116546,0.2343213728549142,0.3791989630699731,0.3791989630699731,0.05585023400936037,0.016948684453950785,0.016948684453950785,0.027769110764430577,0.021076974955060886,0.021076974955060886,0.008424336973478939
+C146_1401,covid_positive,0.9950789018988336,0.9950789018988336,0.9168877717747519,0.9168877717747519,0.4185912675514522,0.25165591249883956,0.25165591249883956,0.6641661858049625,0.004988133378056365,0.004988133378056365,0.09001731102135026,0.3014350781530225,0.3014350781530225,0.14945181765724178,0.39785400539438204,0.39785400539438204,0.06520484708597807,0.03383625896023926,0.03383625896023926,0.029428736295441432,0.010230611615460237,0.010230611615460237,0.0017311021350259665
+C146_1601,covid_positive,1.2434456634507924,1.2434456634507924,1.191479357665567,1.191479357665567,0.5965289256198347,0.15010776322613228,0.15010776322613228,0.4573002754820937,0.027067476673815986,0.027067476673815986,0.2975206611570248,0.5156915509779904,0.5156915509779904,0.06336088154269973,0.26290052614461684,0.26290052614461684,0.1322314049586777,0.0,0.0,0.0440771349862259,0.04423268297744453,0.04423268297744453,0.005509641873278237
+C146_1901,covid_positive,1.2458072318264994,1.2458072318264994,1.1791752995339528,1.1791752995339528,0.3816905696277797,0.19494244188049986,0.19494244188049986,0.708169818052087,0.031002301637099487,0.031002301637099487,0.13877987870139136,0.4094435954227652,0.4094435954227652,0.06814127720299679,0.29283483375489067,0.29283483375489067,0.06778451658936853,0.006663592049707386,0.006663592049707386,0.00856225472707813,0.06511323525503729,0.06511323525503729,0.00856225472707813
+C146_2301,covid_positive,1.192555179504839,1.192555179504839,1.1548437852177669,1.1548437852177669,0.8699147869674185,0.09028033069085666,0.09028033069085666,0.649624060150376,0.10366764346649845,0.10366764346649845,0.13458646616541353,0.5752518470645857,0.5752518470645857,0.0518796992481203,0.18342503928925746,0.18342503928925746,0.1443609022556391,0.0,0.0,0.006015037593984963,0.04737513948880189,0.04737513948880189,0.013533834586466165
+C146_2701,covid_positive,0.700384719988442,0.700384719988442,0.6826927247843444,0.6826927247843444,0.7397234746017433,0.1402655789728568,0.1402655789728568,0.4211000901713255,0.155828916570779,0.155828916570779,0.16050495942290352,0.6564813523620467,0.6564813523620467,0.3155996393146979,0.020079240043748253,0.020079240043748253,0.06492335437330929,0.0,0.0,0.019837691614066726,0.02734491205056928,0.02734491205056928,0.018034265103697024
+C146_2502,recovery,0.7051842850057938,0.7051842850057938,0.6540733690773883,0.6540733690773883,0.279751218561123,0.3710165452786621,0.3710165452786621,0.71475921232209,0.03794327166472684,0.03794327166472684,0.04679274712419575,0.23046060648248418,0.23046060648248418,0.14837200233963735,0.23452657718052491,0.23452657718052491,0.06336517839734841,0.049515187254083694,0.049515187254083694,0.01852212906999415,0.07653781213951834,0.07653781213951834,0.008188730746734256
+C147_3004,covid_negative,0.49150357908631453,0.49150357908631453,0.5768940846757512,0.5768940846757512,0.178703125,0.41240884565345504,0.41240884565345504,0.59375,0.08271968581591456,0.08271968581591456,0.1328125,0.24210853932631257,0.24210853932631257,0.109375,0.11165874148747319,0.11165874148747319,0.1259765625,0.103955642259118,0.103955642259118,0.0322265625,0.047148545457726745,0.047148545457726745,0.005859375
+C147_1401,covid_positive,0.7146200887737415,0.7146200887737415,0.6674353442016284,0.6674353442016284,0.8294934409687185,0.09386116297199758,0.09386116297199758,0.2263706693575513,0.03464359378132066,0.03464359378132066,0.2472250252270434,0.5624126415873196,0.5624126415873196,0.3871510258997645,0.22134560896665334,0.22134560896665334,0.110326269761184,0.00897160989243795,0.00897160989243795,0.02119071644803229,0.07876538280027075,0.07876538280027075,0.007736293306424487
+C147_1901,covid_positive,0.9172230562714829,0.9172230562714829,1.0036962458011252,1.0036962458011252,0.7349755260543664,0.18766419882609928,0.18766419882609928,0.42021132484421564,0.037742123201326916,0.037742123201326916,0.24735843944730426,0.4097571185171242,0.4097571185171242,0.04958005960444324,0.19731512193111572,0.19731512193111572,0.21376320780276348,0.06350375718861127,0.06350375718861127,0.006502302898943376,0.10401768033572265,0.10401768033572265,0.06258466540232999
+C152_0405,covid_negative,0.9230188534983932,0.9230188534983932,0.7813512906733397,0.7813512906733397,0.1574664689405173,0.43715781985220786,0.43715781985220786,0.8826000988630747,0.018014013656860263,0.018014013656860263,0.014335145823035097,0.029657024283420007,0.029657024283420007,0.04572417202174987,0.48330385643632867,0.48330385643632867,0.04745427582797825,0.0318672857711831,0.0318672857711831,0.009886307464162136,0.0,0.0,0.0
+C161_1105,covid_negative,1.1457796493920205,1.1457796493920205,1.1141550525426067,1.1141550525426067,1.1582764227642277,0.15664603614967287,0.15664603614967287,0.6743902439024391,0.057049505007975475,0.057049505007975475,0.06341463414634146,0.7701856131683156,0.7701856131683156,0.20853658536585365,0.0,0.0,0.00975609756097561,0.0,0.0,0.03902439024390244,0.01611884567403606,0.01611884567403606,0.004878048780487805
+C167_1205,covid_negative,0.6347161192290972,0.6347161192290972,0.5248853344443676,0.5248853344443676,0.3287817197835238,0.39891774716035616,0.39891774716035616,0.7162758067749048,0.0480663229478525,0.0480663229478525,0.03487672880336741,0.1509230243926175,0.1509230243926175,0.08819402685909,0.37158630510270985,0.37158630510270985,0.149929845660453,0.01651308380794382,0.01651308380794382,0.008719182200841852,0.013993516588520166,0.013993516588520166,0.0020044097013429546
+C168_1205,covid_negative,0.4759155194063663,0.4759155194063663,0.4848078765635342,0.4848078765635342,0.3296185966422729,0.26182700138162096,0.26182700138162096,0.49978476108480413,0.1204106847569965,0.1204106847569965,0.05337925096857512,0.22443533112876116,0.22443533112876116,0.21437795953508396,0.2500751189743749,0.2500751189743749,0.16272061988807576,0.1359211769728438,0.1359211769728438,0.06371071889797675,0.007330686785402567,0.007330686785402567,0.006026689625484288
+C168_2001,covid_positive,0.615645146345362,0.615645146345362,0.5946657934505087,0.5946657934505087,0.7694234823700472,0.23062469579050354,0.23062469579050354,0.3300617957106507,0.11004418868857849,0.11004418868857849,0.31842966194111233,0.3494432664408191,0.3494432664408191,0.18684114867320975,0.18505620777280649,0.18505620777280649,0.11959287531806616,0.09127280741685158,0.09127280741685158,0.03744093057070156,0.033558833890440905,0.033558833890440905,0.007633587786259542
+C168_2301,covid_positive,0.7923922797633817,0.7923922797633817,0.7689394460117085,0.7689394460117085,0.505951905290418,0.14083848159663181,0.14083848159663181,0.42730299667036625,0.0822772542153511,0.0822772542153511,0.19200887902330743,0.33806619141125943,0.33806619141125943,0.051054384017758046,0.36295316609407535,0.36295316609407535,0.2885682574916759,0.06887551819294775,0.06887551819294775,0.03551609322974473,0.0069893884897346634,0.0069893884897346634,0.005549389567147614
+C168_3001,covid_positive,0.6015455693963977,0.6015455693963977,0.5347027291983252,0.5347027291983252,0.2104137931034483,0.11671045384025593,0.11671045384025593,0.3931034482758621,0.16910905391372885,0.16910905391372885,0.10775862068965517,0.45022322762610023,0.45022322762610023,0.28706896551724137,0.1906949147451081,0.1906949147451081,0.1310344827586207,0.043723658013269356,0.043723658013269356,0.06810344827586207,0.029538691861537507,0.029538691861537507,0.01293103448275862
+C168_0202,covid_positive,0.22268111287518835,0.22268111287518835,0.224539452362774,0.224539452362774,0.2343287250384024,0.2133442481896788,0.2133442481896788,0.2903225806451613,0.1741059433767696,0.1741059433767696,0.18125960061443933,0.3128152179541477,0.3128152179541477,0.3302611367127496,0.17714431529050403,0.17714431529050403,0.09984639016897082,0.08854764387283891,0.08854764387283891,0.09831029185867896,0.03404263131606092,0.03404263131606092,0.0
+C168_0403,recovery,0.5389444492769759,0.5389444492769759,0.5471958461656669,0.5471958461656669,0.4818685669041962,0.13303453279732996,0.13303453279732996,0.29493269992082344,0.05475244244729537,0.05475244244729537,0.08036421219319081,0.35786352379067926,0.35786352379067926,0.4398258115597783,0.29869763538878474,0.29869763538878474,0.1421219319081552,0.11286082934378508,0.11286082934378508,0.0344418052256532,0.042791036232125636,0.042791036232125636,0.00831353919239905
+C169_1205,covid_negative,0.4882735335273634,0.4882735335273634,0.597472923252051,0.597472923252051,0.330223642172524,0.3160639503859177,0.3160639503859177,0.444888178913738,0.023398782950849694,0.023398782950849694,0.11421725239616613,0.2619762806881351,0.2619762806881351,0.15175718849840256,0.20953149031488633,0.20953149031488633,0.2340255591054313,0.09179347542318973,0.09179347542318973,0.031150159744408944,0.09723602023702141,0.09723602023702141,0.023961661341853034
+C169_2001,covid_positive,0.7236901475306222,0.7236901475306222,0.666437479687929,0.666437479687929,0.7304194260485651,0.34701433090887224,0.34701433090887224,0.5814569536423841,0.05537900592184317,0.05537900592184317,0.1827814569536424,0.30062694668462686,0.30062694668462686,0.052980132450331126,0.2172811207578197,0.2172811207578197,0.14437086092715232,0.043359977394067925,0.043359977394067925,0.030463576158940398,0.03633861833277009,0.03633861833277009,0.007947019867549669
+C169_2301,covid_positive,0.6297472768394354,0.6297472768394354,0.5197975613739148,0.5197975613739148,0.6431006272638926,0.22004145677295156,0.22004145677295156,0.5139146567717996,0.07223737429458627,0.07223737429458627,0.08666843360720912,0.20738034058461038,0.20738034058461038,0.04320169626292075,0.4384825312585205,0.4384825312585205,0.31221839385104694,0.02205505767945521,0.02205505767945521,0.028624436787702094,0.03980323940987607,0.03980323940987607,0.015372382719321495
+C169_0202,covid_positive,0.5761834303778247,0.5761834303778247,0.5114376291245473,0.5114376291245473,0.5009538621047175,0.308368286038152,0.308368286038152,0.5256609642301711,0.07694590857075839,0.07694590857075839,0.14774494556765164,0.14519989970605368,0.14519989970605368,0.14074650077760498,0.32689536055104246,0.32689536055104246,0.12052877138413685,0.05283985385114462,0.05283985385114462,0.04821150855365474,0.08975069128284892,0.08975069128284892,0.017107309486780714
+C169_0403,recovery,0.48474282391952983,0.48474282391952983,0.4193680653635855,0.4193680653635855,0.6592197802197802,0.2923272368117828,0.2923272368117828,0.5057234432234432,0.09121710214420314,0.09121710214420314,0.1201923076923077,0.12344131615487054,0.12344131615487054,0.12248168498168498,0.3152217206523534,0.3152217206523534,0.21268315018315018,0.03473508969886649,0.03473508969886649,0.023351648351648352,0.14305753453792355,0.14305753453792355,0.015567765567765568
+C170_1205,covid_negative,0.41800761543698095,0.41800761543698095,0.3694452592246628,0.3694452592246628,0.662682056663169,0.4007598866143921,0.4007598866143921,0.5204616998950682,0.009542431087819795,0.009542431087819795,0.02098635886673662,0.14354801938517378,0.14354801938517378,0.21720881427072403,0.3514928806312348,0.3514928806312348,0.19832109129066108,0.09465678228137954,0.09465678228137954,0.03882476390346275,0.0,0.0,0.004197271773347324
+C170_2301,covid_positive,0.4756593364433091,0.4756593364433091,0.440970719889156,0.440970719889156,0.9815229067930492,0.2479863690927373,0.2479863690927373,0.4199052132701422,0.030794022643178768,0.030794022643178768,0.0947867298578199,0.23179864019512558,0.23179864019512558,0.07109004739336493,0.43651230466910285,0.43651230466910285,0.37156398104265403,0.03789230971067576,0.03789230971067576,0.03981042654028436,0.015016353689179645,0.015016353689179645,0.002843601895734597
+C170_0202,covid_positive,0.21750274423183702,0.21750274423183702,0.13739868104591954,0.13739868104591954,0.9863480993891952,0.3689751039386921,0.3689751039386921,0.4090019569471624,0.12624017150123593,0.12624017150123593,0.10745418964597046,0.11421026367080597,0.11421026367080597,0.13271659847002312,0.32751361693813946,0.32751361693813946,0.26845756982743285,0.0296608407762735,0.0296608407762735,0.07987902508450453,0.03340000317485303,0.03340000317485303,0.0024906600249066002
+C170_0402,covid_positive,0.5320614366398992,0.5320614366398992,0.4701167000962775,0.4701167000962775,0.6714851485148514,0.30822670742262465,0.30822670742262465,0.5742574257425742,0.08629206961492443,0.08629206961492443,0.054455445544554455,0.10458775155746837,0.10458775155746837,0.017326732673267328,0.40618715308452347,0.40618715308452347,0.3193069306930693,0.03582348841124113,0.03582348841124113,0.03094059405940594,0.05888282990921806,0.05888282990921806,0.0037128712871287127
+C170_0403,recovery,0.4470969155270986,0.4470969155270986,0.3623214717788357,0.3623214717788357,0.5650396083667112,0.40157628027347686,0.40157628027347686,0.6101468624833111,0.0005094408681808181,0.0005094408681808181,0.015487316421895861,0.08540817285170074,0.08540817285170074,0.06809078771695594,0.4092503208127811,0.4092503208127811,0.2809078771695594,0.06297104906477688,0.06297104906477688,0.021628838451268357,0.04028473612908371,0.04028473612908371,0.003738317757009346
+C190_2605,covid_negative,0.44330180251035395,0.44330180251035395,0.5200295774632997,0.5200295774632997,0.3758548297040759,0.04643233772428342,0.04643233772428342,0.04578447794528197,0.06340403764275128,0.06340403764275128,0.0893355667225014,0.6039645153754815,0.6039645153754815,0.4712451144611949,0.14487247595410974,0.14487247595410974,0.3405918481295366,0.07755447255785629,0.07755447255785629,0.0413176996091569,0.06377216074551785,0.06377216074551785,0.011725293132328308
+C190_2901,covid_positive,0.48570329791839195,0.48570329791839195,0.522211155578144,0.522211155578144,0.5031931892599869,0.030070718105096445,0.030070718105096445,0.0412573673870334,0.210888086063407,0.210888086063407,0.3798297314996726,0.5566899822800571,0.5566899822800571,0.3700065487884741,0.09837684222266083,0.09837684222266083,0.16110019646365423,0.05851944503821711,0.05851944503821711,0.04191224623444663,0.04545492629056164,0.04545492629056164,0.005893909626719057
+C190_0102,covid_positive,0.40558533381581124,0.40558533381581124,0.43878935094331806,0.43878935094331806,0.7448425089016708,0.20321782170313488,0.20321782170313488,0.03594905505341003,0.35510263908993117,0.35510263908993117,0.3769515201314708,0.26295644109684146,0.26295644109684146,0.33340180772391126,0.12194098553559385,0.12194098553559385,0.20336894001643385,0.013246708618700717,0.013246708618700717,0.042317173377156944,0.04353540395579784,0.04353540395579784,0.00801150369761709
+C190_0302,covid_positive,0.49159215269565415,0.49159215269565415,0.552398315893711,0.552398315893711,0.936,0.10901409909225285,0.10901409909225285,0.11576576576576576,0.5420723614338695,0.5420723614338695,0.3342342342342342,0.21549702822665961,0.21549702822665961,0.3045045045045045,0.08644955309001714,0.08644955309001714,0.20315315315315316,0.0,0.0,0.03333333333333333,0.04696695815720076,0.04696695815720076,0.009009009009009009
+C190_0502,covid_positive,0.5422003130078985,0.5422003130078985,0.5252699196465128,0.5252699196465128,0.8454515599343185,0.08795675843500159,0.08795675843500159,0.05172413793103448,0.3674938935730093,0.3674938935730093,0.24778325123152709,0.2947414654454047,0.2947414654454047,0.5167487684729064,0.16322637495994974,0.16322637495994974,0.10541871921182266,0.02479877213931602,0.02479877213931602,0.07389162561576355,0.06178273544731866,0.06178273544731866,0.004433497536945813
+C190_0802,covid_positive,0.3891475069676829,0.3891475069676829,0.42624714153202603,0.42624714153202603,0.4123483068417415,0.09464721823529525,0.09464721823529525,0.038700760193503804,0.27715449268061815,0.27715449268061815,0.2156185210780926,0.4062480179685707,0.4062480179685707,0.5929509329647547,0.12063093743589365,0.12063093743589365,0.0912232204561161,0.04672487678532113,0.04672487678532113,0.05459571527297857,0.05459445689430117,0.05459445689430117,0.006910850034554251
+C190_1002,covid_positive,0.5015605968439037,0.5015605968439037,0.5653609953364658,0.5653609953364658,0.4276854228364594,0.1152709516529044,0.1152709516529044,0.044669299111549855,0.2349270235258735,0.2349270235258735,0.12043435340572557,0.4458785670016334,0.4458785670016334,0.6414116485686081,0.1134105324851437,0.1134105324851437,0.12709772951628825,0.019150740294627256,0.019150740294627256,0.06071076011846002,0.07136218503981752,0.07136218503981752,0.005676209279368213
+C190_0903,recovery,0.3041926592843791,0.3041926592843791,0.27154607619824916,0.27154607619824916,0.9981064916119622,0.13277686381334416,0.13277686381334416,0.0962800875273523,0.22166351388374989,0.22166351388374989,0.24288840262582057,0.4747265026129998,0.4747265026129998,0.4062727935813275,0.059422321184353186,0.059422321184353186,0.1560904449307075,0.03800674849174965,0.03800674849174965,0.07221006564551423,0.07340405001380329,0.07340405001380329,0.0262582056892779
+C193_2605,covid_negative,0.29061117886711735,0.29061117886711735,0.44731415571288446,0.44731415571288446,0.1109028626182776,0.2894087353908627,0.2894087353908627,0.40837226015091627,0.0549219482006484,0.0549219482006484,0.03557312252964427,0.32929667856241285,0.32929667856241285,0.34441250449155586,0.16592072496386642,0.16592072496386642,0.17714696370822852,0.11386081075192564,0.11386081075192564,0.02982393100970176,0.046591102130283966,0.046591102130283966,0.004671218109953288
+C195_2605,covid_negative,0.4429816100933805,0.4429816100933805,0.3713784005272266,0.3713784005272266,0.6124275465051339,0.3421006092373265,0.3421006092373265,0.5532929501224385,0.028108547051206925,0.028108547051206925,0.038407011212785155,0.1030048257718206,0.1030048257718206,0.08815569016625854,0.4239461785567172,0.4239461785567172,0.3107359195772651,0.08649480923416188,0.08649480923416188,0.008248485629591443,0.016345030148766992,0.016345030148766992,0.0011599432916612965
+C197_2605,covid_negative,0.7469002583067984,0.7469002583067984,0.6922451924303976,0.6922451924303976,0.3532063492063492,0.32932463369918635,0.32932463369918635,0.6052910052910053,0.03267497259715001,0.03267497259715001,0.13015873015873017,0.36772869339794834,0.36772869339794834,0.1347442680776014,0.19040258863855702,0.19040258863855702,0.08677248677248678,0.032443718857141327,0.032443718857141327,0.01869488536155203,0.04742539281001709,0.04742539281001709,0.02433862433862434
+C212_2705,covid_negative,0.44293192255785624,0.44293192255785624,0.5844838134400913,0.5844838134400913,0.1288695652173912,0.3540945535574706,0.3540945535574706,0.5417391304347826,0.0577649947173958,0.0577649947173958,0.0817391304347826,0.2200192100197107,0.2200192100197107,0.15478260869565216,0.17884840348968373,0.17884840348968373,0.18869565217391304,0.15724880692129486,0.15724880692129486,0.026956521739130435,0.0320240312944443,0.0320240312944443,0.00608695652173913
+C214_2705,covid_negative,0.4536927190537691,0.4536927190537691,0.5576540367630498,0.5576540367630498,0.9216365663322184,0.45879490917601956,0.45879490917601956,0.3494186972447842,0.06569833600547191,0.06569833600547191,0.08138238573021182,0.2408527385493221,0.2408527385493221,0.3817486860965122,0.07641304529401827,0.07641304529401827,0.14667940754897277,0.09117756402847146,0.09117756402847146,0.03567447045707915,0.06706340694669684,0.06706340694669684,0.005096352922439879
+C234_2805,covid_negative,0.7129621075705046,0.7129621075705046,0.6867572110440853,0.6867572110440853,0.4629443432503543,0.3241004371385695,0.3241004371385695,0.609492005666869,0.01320519193389938,0.01320519193389938,0.08429467719085205,0.25973638282306893,0.25973638282306893,0.16636308439587127,0.25485965310833353,0.25485965310833353,0.12001619105444242,0.10019657715005964,0.10019657715005964,0.016798218984011334,0.04790175784606916,0.04790175784606916,0.0030358227079538553
+C237_2805,covid_negative,0.8620580756661677,0.8620580756661677,0.8221359585097936,0.8221359585097936,0.251542759482022,0.21275331453319807,0.21275331453319807,0.5912048905541314,0.036556831226697825,0.036556831226697825,0.08913429303884836,0.38278964343994226,0.38278964343994226,0.15519621376454348,0.2581971565414237,0.2581971565414237,0.14789982252021297,0.0621109314003384,0.0621109314003384,0.014198382961940446,0.04759212285839962,0.04759212285839962,0.0023663971603234074
+C238_2905,covid_negative,0.7481732403987225,0.7481732403987225,0.7582142284647673,0.7582142284647673,0.139908708402397,0.5284972290578045,0.5284972290578045,0.8912405967104424,0.022954847670030455,0.022954847670030455,0.034298100216753794,0.3284540300534291,0.3284540300534291,0.03735815376769094,0.026650852455114196,0.026650852455114196,0.023842917251051893,0.05355967965476029,0.05355967965476029,0.010455182965701899,0.03988336110886141,0.03988336110886141,0.002805049088359046
+C240_2905,covid_negative,0.38750345653921586,0.38750345653921586,0.41341585401209774,0.41341585401209774,0.4535208866155158,0.383683044470075,0.383683044470075,0.5524296675191815,0.013358066134997399,0.013358066134997399,0.03836317135549872,0.29980098494896285,0.29980098494896285,0.20588235294117646,0.21485457416731524,0.21485457416731524,0.18584825234441602,0.07487500428210062,0.07487500428210062,0.014919011082693947,0.013428325996548968,0.013428325996548968,0.0025575447570332483
+C246_2905,covid_negative,0.3303688069002931,0.3303688069002931,0.35946651771485455,0.35946651771485455,0.38841959254443,0.5873969342241808,0.5873969342241808,0.7451235370611183,0.0055461005571420625,0.0055461005571420625,0.013003901170351105,0.16741414396962637,0.16741414396962637,0.08972691807542263,0.15657887370714849,0.15657887370714849,0.13394018205461639,0.07229036789415053,0.07229036789415053,0.015604681404421327,0.010773579647751658,0.010773579647751658,0.002600780234070221
+C251_2905,covid_negative,0.5658043954606091,0.5658043954606091,0.629216272786978,0.629216272786978,0.2249346559596913,0.5980614300448489,0.5980614300448489,0.8304204062352385,0.09231920749629086,0.09231920749629086,0.07510628247520075,0.1761528843786439,0.1761528843786439,0.03306565895134624,0.0,0.0,0.05054322153991497,0.10951103125543289,0.10951103125543289,0.007085498346717053,0.0239554468247834,0.0239554468247834,0.003778932451582428

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/imperial_eskd/fewshot_draw2_cibersortx/summary.json

@@ -0,0 +1,157 @@
+{
+ "dataset": "imperial_eskd",
+ "comparison": "fewshot",
+ "draw": 2,
+ "gene_mode": "cibersortx",
+ "stored_scores": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/fewshot_n5/draw2",
+ "lora_arm": "lora5",
+ "n_donors": 142,
+ "contrast": true,
+ "genes_scoring": 5927,
+ "genes_covered_by_Z_all_donors": 5704,
+ "bayesprism": {
+  "comp_l1": 0.6855049998932723,
+  "comp_l1_by_variant": {
+   "final_cells": 0.6855049998932723,
+   "first_cells": 0.6855049998932723,
+   "final_mrna": 0.6935421290569926,
+   "first_mrna": 0.6935421290569926
+  },
+  "mean_fraction": {
+   "final_cells": {
+    "T cell": 0.2637,
+    "B cell": 0.0911,
+    "Monocyte": 0.3414,
+    "NK cell": 0.1934,
+    "DC": 0.0513,
+    "Other": 0.0591
+   },
+   "first_cells": {
+    "T cell": 0.2637,
+    "B cell": 0.0911,
+    "Monocyte": 0.3414,
+    "NK cell": 0.1934,
+    "DC": 0.0513,
+    "Other": 0.0591
+   },
+   "final_mrna": {
+    "T cell": 0.2748,
+    "B cell": 0.096,
+    "Monocyte": 0.3317,
+    "NK cell": 0.1436,
+    "DC": 0.0863,
+    "Other": 0.0676
+   },
+   "first_mrna": {
+    "T cell": 0.2748,
+    "B cell": 0.096,
+    "Monocyte": 0.3317,
+    "NK cell": 0.1436,
+    "DC": 0.0863,
+    "Other": 0.0676
+   }
+  },
+  "logfc_r_mean_cp10k": 0.277286721740825,
+  "partial_r_mean_cp10k": 0.060739167676012965,
+  "logfc_r_mean_cp10k_covered_genes": 0.3620920993548596,
+  "deg_top50_sum": 28,
+  "deg_top50_sum_covered_genes": 28,
+  "per_type_logfc_r": {
+   "T cell": 0.2126,
+   "B cell": 0.118,
+   "Monocyte": 0.6202,
+   "NK cell": 0.1583
+  }
+ },
+ "observed_mean_fraction": {
+  "T cell": 0.5095,
+  "B cell": 0.123,
+  "Monocyte": 0.1621,
+  "NK cell": 0.1639,
+  "DC": 0.0283,
+  "Other": 0.0132
+ },
+ "lora": {
+  "comp_l1": 0.5117644876225123,
+  "coverage": 0.6650339110776187,
+  "logfc_r_mean_cp10k": 0.7139546009415169,
+  "deg_top50_sum": 103,
+  "partial_r_mean_cp10k": 0.5764372157359006
+ },
+ "broadcast": {
+  "logfc_r_mean_cp10k": 0.6433613217171205,
+  "logfc_r_mean_cp10k_covered_genes": 0.5969865485925199,
+  "deg_top50_sum": 65
+ },
+ "other_arms": {
+  "zs_raw": {
+   "comp_l1": 0.7912268259288633,
+   "logfc_r_mean_cp10k": 0.6353606812973676,
+   "deg_top50_sum": 97
+  },
+  "zs_pseudo": {
+   "comp_l1": 0.289551959632047,
+   "logfc_r_mean_cp10k": 0.6661284530133308,
+   "deg_top50_sum": 93
+  },
+  "zs_cal": {
+   "comp_l1": 0.4736586954171625,
+   "logfc_r_mean_cp10k": 0.6695480865844681,
+   "deg_top50_sum": 96
+  }
+ },
+ "gates": {
+  "observed_composition_equal": true,
+  "broadcast_r_equal": true,
+  "broadcast_deg_equal": true
+ },
+ "method": "cibersortx",
+ "has_cell_type_expression": true,
+ "n_case": 103,
+ "n_control": 31,
+ "deg_per_type": {
+  "zero_filled": {
+   "bp": {
+    "T cell": 5,
+    "B cell": 0,
+    "Monocyte": 18,
+    "NK cell": 4,
+    "DC": 1
+   },
+   "broadcast": {
+    "T cell": 13,
+    "B cell": 10,
+    "Monocyte": 18,
+    "NK cell": 13,
+    "DC": 11
+   }
+  },
+  "covered": {
+   "bp": {
+    "T cell": 5,
+    "B cell": 0,
+    "Monocyte": 18,
+    "NK cell": 4,
+    "DC": 1
+   },
+   "broadcast": {
+    "T cell": 5,
+    "B cell": 1,
+    "Monocyte": 22,
+    "NK cell": 18,
+    "DC": 3
+   }
+  }
+ },
+ "hires_imputed_genes": {
+  "fewshot2|T cell": 4476,
+  "fewshot2|B cell": 2678,
+  "fewshot2|Monocyte": 2980,
+  "fewshot2|NK cell": 2345,
+  "fewshot2|DC": 1844,
+  "fewshot2|Other": 688
+ },
+ "tool_sha256": "b541f68dc286497e8347d487af58ff3550a383d126eeabe347c0726e4fb28799",
+ "score_ft_sha256": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
+ "seconds": 2.4
+}

paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/bayesprism_paired_20261006/results/imperial_eskd/fewshot_draw2_full/contrast.csv

@@ -0,0 +1,17 @@
+genes,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast
+zero_filled,T cell,mean_cp10k,3036,0.5239000114237587,0.6311553277299028,0.11107091554774753,0.7379466590800893
+zero_filled,T cell,pseudobulk_log1p_cpm,3036,0.31825867704751304,0.6350373450250355,0.033839252457410755,0.4647169193528394
+zero_filled,B cell,mean_cp10k,3187,0.5738401309310239,0.6245632309702648,0.17424524112057538,0.7833569511619596
+zero_filled,B cell,pseudobulk_log1p_cpm,3187,0.4361228776189652,0.4816610289030315,0.05682851392170554,0.8511870355515114
+zero_filled,Monocyte,mean_cp10k,2886,0.7063340443398795,0.6837051334204964,0.30432728206259824,0.8770530119277175
+zero_filled,Monocyte,pseudobulk_log1p_cpm,2886,0.6881451246496431,0.6802082395314715,0.24464020326883146,0.8930380777256818
+zero_filled,NK cell,mean_cp10k,2961,0.7007878352607271,0.6340215947478178,0.3913304566195698,0.8698087945772675
+zero_filled,NK cell,pseudobulk_log1p_cpm,2961,0.6005744845513715,0.5753918871563406,0.23509660806290672,0.8941027171739266
+covered,T cell,mean_cp10k,2849,0.5466151682262664,0.5963162826177141,0.1718145721363481,0.7687215835772878
+covered,T cell,pseudobulk_log1p_cpm,2849,0.3391243336646456,0.6322163248474996,0.051000235000085964,0.4816306836016445
+covered,B cell,mean_cp10k,2998,0.5854444901124474,0.6030941455550989,0.20100649429726108,0.8176929742554442
+covered,B cell,pseudobulk_log1p_cpm,2998,0.4520943337792896,0.47201490353940806,0.09584956853337037,0.8693144439808151
+covered,Monocyte,mean_cp10k,2713,0.7219392918548865,0.674799079524378,0.3544144162446645,0.9047992648237413
+covered,Monocyte,pseudobulk_log1p_cpm,2713,0.7014766288522866,0.6808600863837491,0.26537881783798367,0.9152985083216783
+covered,NK cell,mean_cp10k,2779,0.7171053788590651,0.6115771396443237,0.4807298577006834,0.8944393828541822
+covered,NK cell,pseudobulk_log1p_cpm,2779,0.6182908512391824,0.5714522231993757,0.2883760356838319,0.9132586548484872