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Archive 4 checkpoints (1-4)

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paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/ALL_METRICS.csv ADDED
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1
+ unit,cohort,arm,state,n,fold,draw,support_sha256,comp_l1,comp_l1_obs_loo_null,precision,coverage,precision_dm,coverage_dm,pb_r_median,pb_top1,mono_pct_gen,mono_pct_obs,median_umi_gen,median_umi_obs,contrast_mean_cp10k_r_gen,contrast_pseudobulk_log1p_cpm_r_gen,contrast_mean_cp10k_r_broadcast,contrast_pseudobulk_log1p_cpm_r_broadcast,deg_top50_T,deg_top50_B,deg_top50_Mono,deg_top50_NK,deg_top50_DC,deg_top50_sum,deg_top50_max,deg_top50_sum_4type,deg_top50_sum_broadcast,seconds,contrast_dataset,contrast_design,contrast_unit,contrast_arm,contrast_label,contrast_role,contrast_condition,contrast_pearson_r,contrast_spearman_r,contrast_partial_r,contrast_broadcast_pearson_r,contrast_broadcast_spearman_r,contrast_splithalf_r_AB,contrast_splithalf_r_AB_sd,contrast_splithalf_spearman_AB,contrast_sb_reliability,contrast_noise_free_ceiling,contrast_r_generated_vs_halfB,contrast_r_broadcast_vs_halfB,contrast_welch_top50,contrast_welch_top50_max,contrast_welch_top50_chance,contrast_welch_top50_broadcast,contrast_welch_top50_broadcast_chance,contrast_welch_n_sig_obs,contrast_welch_n_sig_gen,contrast_welch_n_sig_broadcast_per_type,contrast_welch_types_scored,contrast_limma_top50,contrast_limma_top50_max,contrast_limma_top50_chance,contrast_limma_top50_broadcast,contrast_limma_top50_broadcast_chance,contrast_limma_n_sig_obs,contrast_limma_n_sig_gen,contrast_limma_n_sig_broadcast_per_type,contrast_limma_types_scored,contrast_limma_fbe_top50,contrast_limma_fbe_top50_max,contrast_limma_fbe_top50_chance,contrast_limma_fbe_top50_broadcast,contrast_limma_fbe_top50_broadcast_chance,contrast_limma_fbe_n_sig_obs,contrast_limma_fbe_n_sig_gen,contrast_limma_fbe_n_sig_broadcast_per_type,contrast_limma_fbe_types_scored,contrast_cat50,contrast_cat50_chance,contrast_cat100,contrast_cat100_chance,contrast_rbo,contrast_rbo_up_down,contrast_cat_types,contrast_broadcast_cat50,contrast_broadcast_cat50_chance,contrast_broadcast_cat100,contrast_broadcast_cat100_chance,contrast_broadcast_rbo,contrast_broadcast_rbo_up_down,contrast_broadcast_cat_types,contrast_repro_pass
2
+ ye2026_sepsis-disease-draw0,ye2026_sepsis,raw,canonical_full_reused,5,,0.0,ad30daaf76d46edb695df2ae02cb67f8d8b3ae709630e8ec7ae87056258f9bda,0.49487224191956,0.5124478114694226,0.6412987012987013,0.0735930735930736,0.6367099567099567,0.06961038961038961,0.8790362717870047,0.09090909090909091,36.28658008658008,21.155399396302027,981.0,1966.0,-0.02260908697845984,0.04437209257925205,0.3359901153517466,0.29887757498279155,3.0,0.0,4.0,3.0,1.0,11.0,250.0,10.0,23.0,19.9,ye2026_sepsis,scored,strict,raw,raw,other,conditions_raw.npz@36add186,-0.0226090869784598,-0.0619257321413155,-0.1024732025597656,0.3359901153517466,0.3421737766612631,0.957246962508742,0.0020262343662065,0.841487071143276,0.9780193575375756,0.9889305606360465,-0.0195193996920262,0.3351402815011843,11.0,250.0,2.4580828373938663,23.0,2.2455066702129742,7163.0,2071.0,1101.0,5.0,9.0,250.0,1.9225243249644732,36.0,2.2455066702129742,5067.0,2876.0,565.0,5.0,10.0,250.0,6.126278012471279,33.0,5.823604331820518,3122.0,1919.0,313.0,5.0,0.008,0.0059313941011836,0.014,0.0118627882023673,0.0317813073791526,0.0239959432563412,5.0,0.04,0.0044910133404259,0.066,0.0089820266808518,0.0673479884545293,0.0685810702291717,5.0,True
3
+ ye2026_sepsis-disease-draw0,ye2026_sepsis,refcal,canonical_full_reused,5,,0.0,ad30daaf76d46edb695df2ae02cb67f8d8b3ae709630e8ec7ae87056258f9bda,0.4053608819589077,0.5124478114694226,0.8391341991341992,0.19411255411255413,0.7924675324675324,0.379047619047619,0.8484697595735529,0.16883116883116883,27.403463203463208,21.155399396302027,1560.0,1966.0,0.1502754171202515,0.15682282936099654,0.25469199059982894,0.29888152866012047,3.0,2.0,5.0,0.0,0.0,10.0,250.0,10.0,12.0,18.1,ye2026_sepsis,scored,strict,refcal,refcal,other,conditions_refcal.npz@3886924b,0.1502754171202515,0.1076831002361861,0.0789954080780272,0.2546919905998289,0.1895698842252431,0.957246962508742,0.0020262343662065,0.841487071143276,0.9780193575375756,0.9889305606360465,0.1504935792097673,0.2546848875573514,10.0,250.0,2.553167307088208,12.0,2.2455066702129742,7163.0,667.0,746.0,5.0,10.0,250.0,2.0311752051952547,35.0,2.2455066702129742,5067.0,2116.0,457.0,5.0,11.0,250.0,11.21194422521008,24.0,5.92873776001264,3122.0,367.0,269.0,5.0,0.02,0.0063577897946187,0.048,0.0127155795892375,0.0556839887860885,0.0467881531095264,5.0,0.044,0.0044910133404259,0.066,0.0089820266808518,0.0713607980868606,0.0659000493427371,5.0,True
4
+ ye2026_sepsis-disease-draw0,ye2026_sepsis,pairedcal,canonical_full_reused,5,,0.0,ad30daaf76d46edb695df2ae02cb67f8d8b3ae709630e8ec7ae87056258f9bda,0.45447540484704807,0.5124478114694226,0.8942857142857142,0.4682251082251082,0.9078787878787878,0.682943722943723,0.8547751160943624,0.03896103896103896,14.25108225108225,21.155399396302027,2086.0,1966.0,0.07147477021573559,0.026477798832708316,0.31785066986073157,0.2854330793925586,4.0,0.0,6.0,2.0,0.0,12.0,250.0,12.0,25.0,18.2,ye2026_sepsis,scored,strict,pairedcal,pairedcal,other,test_cal.npz@e60564d1,0.0714747702157355,0.1424361591709287,-0.0242418145119146,0.3178506698607315,0.318399858736358,0.957246962508742,0.0020262343662065,0.841487071143276,0.9780193575375756,0.9889305606360465,0.0735042035701505,0.3179476856320924,12.0,250.0,2.0331139206286752,25.0,2.2455066702129742,7163.0,955.0,1167.0,5.0,4.0,250.0,1.4455174603861014,36.0,2.2455066702129742,5067.0,1162.0,519.0,5.0,7.0,250.0,8.401341606113558,32.0,5.859372715604279,3122.0,452.0,287.0,5.0,0.0399999999999999,0.0063740710383061,0.046,0.0127481420766122,0.0724530564069762,0.0550196116166872,5.0,0.048,0.0044910133404259,0.064,0.0089820266808518,0.069284584485003,0.0681055535471727,5.0,True
5
+ ye2026_sepsis-disease-draw0,ye2026_sepsis,scsemi,canonical_full_reused,5,,0.0,ad30daaf76d46edb695df2ae02cb67f8d8b3ae709630e8ec7ae87056258f9bda,0.6759019523396683,0.5124478114694226,0.7842424242424243,0.061731601731601735,0.5558441558441558,0.11021645021645021,0.5209609426056898,0.03896103896103896,6.941991341991343,21.155399396302027,1982.0,1966.0,0.41261269281974167,0.24570200234567183,0.3359901153517466,0.29887757498279155,0.0,0.0,0.0,0.0,0.0,0.0,250.0,0.0,23.0,15.9,ye2026_sepsis,scored,strict,scsemi,scsemi,other,test_raw.npz@ae163d5e,0.4126126928197416,0.0658066877128528,0.3535577693743281,0.3359901153517466,0.3421737766612631,0.957246962508742,0.0020262343662065,0.841487071143276,0.9780193575375756,0.9889305606360465,0.4088566170451108,0.3351402815011843,0.0,250.0,3.395228277000556,23.0,2.2455066702129742,7163.0,52.0,1101.0,5.0,7.0,250.0,9.146893800020628,36.0,2.2455066702129742,5067.0,3187.0,565.0,5.0,4.0,250.0,54.27765417853685,33.0,5.823604331820518,3122.0,245.0,313.0,5.0,0.0279999999999999,0.0212259806360827,0.044,0.0424519612721655,0.0571648344737574,0.0428180637824731,5.0,0.04,0.0044910133404259,0.066,0.0089820266808518,0.0673479884545293,0.0685810702291717,5.0,True
6
+ ye2026_sepsis-disease-draw0,ye2026_sepsis,lora,canonical_full_reused,5,,0.0,ad30daaf76d46edb695df2ae02cb67f8d8b3ae709630e8ec7ae87056258f9bda,0.4723339700492085,0.5124478114694226,0.9204329004329004,0.7028571428571428,0.930995670995671,0.8202597402597402,0.8779789476153056,0.05194805194805195,11.22770562770563,21.155399396302027,1872.0,1966.0,0.41474826807294785,0.4109247429632481,0.3359901153517466,0.29887757498279155,1.0,4.0,5.0,0.0,0.0,10.0,250.0,10.0,23.0,18.2,ye2026_sepsis,scored,strict,lora,lora,other,test_raw.npz@ae163d5e,0.4147482680729478,0.2432671533573591,0.3822180478331754,0.3359901153517466,0.3421737766612631,0.957246962508742,0.0020262343662065,0.841487071143276,0.9780193575375756,0.9889305606360465,0.4137004252385765,0.3351402815011843,10.0,250.0,1.6866689319619537,23.0,2.2455066702129742,7163.0,352.0,1101.0,5.0,18.0,250.0,1.734322298838428,36.0,2.2455066702129742,5067.0,1551.0,565.0,5.0,17.0,250.0,5.611077743873318,33.0,5.823604331820518,3122.0,419.0,313.0,5.0,0.04,0.0062256088784431,0.072,0.0124512177568862,0.114875420560594,0.0835218315141087,5.0,0.04,0.0044910133404259,0.066,0.0089820266808518,0.0673479884545293,0.0685810702291717,5.0,True
7
+ ye2026_sepsis-disease-draw1,ye2026_sepsis,raw,canonical_full_reused,5,,1.0,b85d386f59fff3c35b7beb041528403ab3fde9abf06af2bdd0b3b63c1bb8d99f,0.5260877099880706,0.5253466396705578,0.6228571428571429,0.07454545454545454,0.5688311688311688,0.07142857142857142,0.877977598020248,0.1038961038961039,37.00865800865801,20.312163040709393,968.0,1955.0,-0.04200457413386323,0.02398036540672067,0.27941436238089834,0.24724421386538445,6.0,1.0,2.0,5.0,2.0,16.0,250.0,14.0,20.0,19.5,ye2026_sepsis,scored,strict,raw,raw,other,conditions_raw.npz@36add186,-0.0420045741338632,-0.0712002900127775,-0.1147736401875463,0.2794143623808983,0.312919430221676,0.9572477318073214,0.0018091238364772,0.8397638890711828,0.978008238095296,0.9889233910825288,-0.0378678881388176,0.2791006338584249,16.0,250.0,2.6136764923564955,20.0,2.245351202658152,7639.0,2613.0,1208.0,5.0,14.0,250.0,2.260868137854661,30.0,2.245351202658152,5588.0,3477.0,696.0,5.0,8.0,250.0,6.151728413512279,33.0,6.215060441990612,3300.0,2217.0,418.0,5.0,0.008,0.0059329696937166,0.022,0.0118659393874333,0.0290403676739918,0.0228610306764746,5.0,0.0399999999999999,0.0044907024053163,0.064,0.0089814048106326,0.0670162119672738,0.0688161105252299,5.0,True
8
+ ye2026_sepsis-disease-draw1,ye2026_sepsis,refcal,canonical_full_reused,5,,1.0,b85d386f59fff3c35b7beb041528403ab3fde9abf06af2bdd0b3b63c1bb8d99f,0.4263010090594779,0.5253466396705578,0.8289177489177489,0.18545454545454546,0.7916883116883117,0.3673593073593074,0.8470321313147727,0.12987012987012986,28.30735930735931,20.312163040709393,1540.0,1955.0,0.10002815176891992,0.1231725312561461,0.2011647770737939,0.24792460531146146,4.0,2.0,4.0,0.0,0.0,10.0,250.0,10.0,10.0,18.0,ye2026_sepsis,scored,strict,refcal,refcal,other,conditions_refcal.npz@3886924b,0.1000281517689199,0.0846788678164957,0.0350684393540504,0.2011647770737939,0.1574262158421387,0.9572477318073214,0.0018091238364772,0.8397638890711828,0.978008238095296,0.9889233910825288,0.10178869400077,0.2015761043022953,10.0,250.0,2.598589228933929,10.0,2.245351202658152,7639.0,909.0,868.0,5.0,6.0,250.0,2.295720420017385,31.0,2.245351202658152,5588.0,2412.0,530.0,5.0,10.0,250.0,10.614666926865068,30.0,6.311742031588758,3300.0,411.0,303.0,5.0,0.02,0.006363699309428,0.04,0.0127273986188561,0.0538513203996229,0.0488748907677095,5.0,0.048,0.0044907024053163,0.062,0.0089814048106326,0.0695879308560344,0.0694339103115905,5.0,True
9
+ ye2026_sepsis-disease-draw1,ye2026_sepsis,pairedcal,canonical_full_reused,5,,1.0,b85d386f59fff3c35b7beb041528403ab3fde9abf06af2bdd0b3b63c1bb8d99f,0.5221334533851594,0.5253466396705578,0.9027705627705628,0.3496103896103896,0.9082251082251083,0.5729870129870129,0.8633698221092193,0.12987012987012986,38.1038961038961,20.312163040709393,1872.0,1955.0,0.08475005192098352,0.12912693453720958,0.28884884463063837,0.2674521900227326,1.0,2.0,5.0,0.0,3.0,11.0,250.0,8.0,31.0,18.6,ye2026_sepsis,scored,strict,pairedcal,pairedcal,other,test_cal.npz@578751b6,0.0847500519209835,0.0973485865345028,-0.0030140564279249,0.2888488446306383,0.4157020196189361,0.9572477318073214,0.0018091238364772,0.8397638890711828,0.978008238095296,0.9889233910825288,0.0875750041027832,0.288811239213148,11.0,250.0,3.0847589518562613,31.0,2.245351202658152,7639.0,1496.0,3284.0,5.0,16.0,250.0,3.028642229072872,31.0,2.245351202658152,5588.0,2877.0,845.0,5.0,22.0,250.0,14.596984638352511,27.0,6.266374140097781,3300.0,1035.0,372.0,5.0,0.028,0.0061695179037125,0.056,0.012339035807425,0.0781140494623515,0.0672936607045006,5.0,0.0399999999999999,0.0044907024053163,0.072,0.0089814048106326,0.0617886530300273,0.0681965279639019,5.0,True
10
+ ye2026_sepsis-disease-draw1,ye2026_sepsis,scsemi,canonical_full_reused,5,,1.0,b85d386f59fff3c35b7beb041528403ab3fde9abf06af2bdd0b3b63c1bb8d99f,0.5282094402108197,0.5253466396705578,0.7483982683982684,0.0825974025974026,0.449004329004329,0.1781818181818182,0.6018840232020596,0.012987012987012988,30.50129870129871,20.312163040709393,2217.0,1955.0,0.330440399769891,0.06889744599576582,0.27941436238089834,0.24724421386538445,1.0,0.0,0.0,1.0,0.0,2.0,250.0,2.0,20.0,16.2,ye2026_sepsis,scored,strict,scsemi,scsemi,other,test_raw.npz@d5ec3390,0.330440399769891,0.1609500764573236,0.2202324653355928,0.2794143623808983,0.312919430221676,0.9572477318073214,0.0018091238364772,0.8397638890711828,0.978008238095296,0.9889233910825288,0.327582557221977,0.2791006338584249,2.0,250.0,5.189321352774522,20.0,2.245351202658152,7639.0,289.0,1208.0,5.0,13.0,250.0,6.830529874524329,30.0,2.245351202658152,5588.0,4715.0,696.0,5.0,8.0,250.0,45.7598622506423,33.0,6.215060441990612,3300.0,401.0,418.0,5.0,0.004,0.0138730738833242,0.026,0.0277461477666485,0.027325370221133,0.0221499945626422,5.0,0.0399999999999999,0.0044907024053163,0.064,0.0089814048106326,0.0670162119672738,0.0688161105252299,5.0,True
11
+ ye2026_sepsis-disease-draw1,ye2026_sepsis,lora,canonical_full_reused,5,,1.0,b85d386f59fff3c35b7beb041528403ab3fde9abf06af2bdd0b3b63c1bb8d99f,0.47186420429880244,0.5253466396705578,0.915064935064935,0.6515151515151515,0.9204329004329004,0.8167965367965367,0.8836653986327159,0.14285714285714285,34.49090909090909,20.312163040709393,1882.0,1955.0,0.07833450416035817,0.09833710200867933,0.27941436238089834,0.24724421386538445,11.0,0.0,3.0,1.0,0.0,15.0,250.0,15.0,20.0,19.2,ye2026_sepsis,scored,strict,lora,lora,other,test_raw.npz@d5ec3390,0.0783345041603581,0.0762268747358754,-0.0221483052656536,0.2794143623808983,0.312919430221676,0.9572477318073214,0.0018091238364772,0.8397638890711828,0.978008238095296,0.9889233910825288,0.0802186195068657,0.2791006338584249,15.0,250.0,3.0651387622627624,20.0,2.245351202658152,7639.0,1792.0,1208.0,5.0,17.0,250.0,2.7317231040755554,30.0,2.245351202658152,5588.0,6211.0,696.0,5.0,22.0,250.0,16.992897033142174,33.0,6.215060441990612,3300.0,1261.0,418.0,5.0,0.036,0.0061302775245255,0.046,0.012260555049051,0.071530645674708,0.0573426221246828,5.0,0.0399999999999999,0.0044907024053163,0.064,0.0089814048106326,0.0670162119672738,0.0688161105252299,5.0,True
12
+ ye2026_sepsis-disease-draw2,ye2026_sepsis,raw,canonical_full_reused,5,,2.0,ea331f967a3a212b91cd144bd8ba62cea3cbfe3bdcc9e77268e190757327b0e2,0.5144794096759591,0.5196680228845961,0.6457142857142857,0.07393939393939394,0.6141125541125542,0.07367965367965368,0.8783191820214302,0.1038961038961039,37.275324675324676,21.18539814075279,963.0,1954.0,0.008866251374828589,0.07883313490191292,0.3386821732452143,0.3248682572070414,3.0,1.0,4.0,4.0,0.0,12.0,250.0,12.0,18.0,20.3,ye2026_sepsis,scored,strict,raw,raw,other,conditions_raw.npz@36add186,0.0088662513748285,-0.0312985293995492,-0.0796853445491338,0.3386821732452143,0.3501254222844883,0.9609285298153744,0.0018336035889258,0.8393755597740762,0.9799700095896768,0.9899206005587547,0.0120185984907124,0.3380276272464347,12.0,250.0,2.625601782680223,18.0,2.2438976662663683,7438.0,2625.0,1469.0,5.0,8.0,250.0,2.2588881014390383,35.0,2.2438976662663683,5680.0,3580.0,890.0,5.0,9.0,250.0,6.102595375666641,31.0,5.820233101906957,3363.0,2316.0,560.0,5.0,0.004,0.005928213438421,0.026,0.0118564268768421,0.0375476250216929,0.0262358664775636,5.0,0.056,0.0044877953325327,0.078,0.0089755906650654,0.0683757799174688,0.0758698505956715,5.0,True
13
+ ye2026_sepsis-disease-draw2,ye2026_sepsis,refcal,canonical_full_reused,5,,2.0,ea331f967a3a212b91cd144bd8ba62cea3cbfe3bdcc9e77268e190757327b0e2,0.4185186393459657,0.5196680228845961,0.8242424242424242,0.19437229437229436,0.8083982683982684,0.38155844155844154,0.8482350755964002,0.15584415584415584,28.244155844155838,21.18539814075279,1531.0,1954.0,0.17445504500618855,0.1862342277459339,0.25631002819323256,0.32539110456438275,4.0,3.0,7.0,0.0,0.0,14.0,250.0,14.0,11.0,18.1,ye2026_sepsis,scored,strict,refcal,refcal,other,conditions_refcal.npz@3886924b,0.1744550450061885,0.1263422447833853,0.1002122981591004,0.2563100281932325,0.2123691526474282,0.9609285298153744,0.0018336035889258,0.8393755597740762,0.9799700095896768,0.9899206005587547,0.1753209567231029,0.2563427732942349,14.0,250.0,2.690379095500738,11.0,2.2438976662663683,7438.0,937.0,1012.0,5.0,10.0,250.0,2.285926975412703,37.0,2.2438976662663683,5680.0,2401.0,746.0,5.0,11.0,250.0,11.232278820876664,30.0,5.919185571835534,3363.0,412.0,460.0,5.0,0.028,0.0063397817306701,0.052,0.0126795634613403,0.0649477076181864,0.0556540087452136,5.0,0.048,0.0044877953325327,0.0699999999999999,0.0089755906650654,0.0678360429347288,0.0713298321852596,5.0,True
14
+ ye2026_sepsis-disease-draw2,ye2026_sepsis,pairedcal,canonical_full_reused,5,,2.0,ea331f967a3a212b91cd144bd8ba62cea3cbfe3bdcc9e77268e190757327b0e2,0.4072276920851157,0.5196680228845961,0.9036363636363637,0.44043290043290045,0.9041558441558442,0.6696969696969697,0.8640249287328754,0.18181818181818182,24.599999999999998,21.18539814075279,1948.0,1954.0,0.16762152598604235,0.16484774470455307,0.3326480144206522,0.3239968969370492,2.0,3.0,5.0,0.0,0.0,10.0,250.0,10.0,29.0,17.9,ye2026_sepsis,scored,strict,pairedcal,pairedcal,other,test_cal.npz@e1f35eed,0.1676215259860423,0.1429559410470205,0.073063179010264,0.3326480144206522,0.37653959705274,0.9609285298153744,0.0018336035889258,0.8393755597740762,0.9799700095896768,0.9899206005587547,0.1691166398524181,0.3327904127864499,10.0,250.0,1.9044933221994969,29.0,2.2438976662663683,7438.0,1192.0,2047.0,5.0,9.0,250.0,1.9668811698149584,37.0,2.2438976662663683,5680.0,680.0,944.0,5.0,12.0,250.0,7.403031069758388,28.0,5.847526811553892,3363.0,752.0,474.0,5.0,0.068,0.0062165244991497,0.064,0.0124330489982994,0.1264060628850972,0.087558382922841,5.0,0.052,0.0044877953325327,0.0799999999999999,0.0089755906650654,0.0647048021882219,0.0737326504804198,5.0,True
15
+ ye2026_sepsis-disease-draw2,ye2026_sepsis,scsemi,canonical_full_reused,5,,2.0,ea331f967a3a212b91cd144bd8ba62cea3cbfe3bdcc9e77268e190757327b0e2,0.5800833931598967,0.5196680228845961,0.782077922077922,0.08493506493506493,0.5984415584415584,0.16095238095238096,0.6147653856251005,0.025974025974025976,14.78787878787879,21.18539814075279,2183.0,1954.0,0.31019769204333947,0.13229338393869544,0.3386821732452143,0.3248682572070414,3.0,0.0,0.0,0.0,3.0,6.0,250.0,3.0,18.0,16.1,ye2026_sepsis,scored,strict,scsemi,scsemi,other,test_raw.npz@a7f4df1f,0.3101976920433394,0.2144063882967919,0.2818060033172896,0.3386821732452143,0.3501254222844883,0.9609285298153744,0.0018336035889258,0.8393755597740762,0.9799700095896768,0.9899206005587547,0.3085000472940826,0.3380276272464347,6.0,250.0,4.901164661713413,18.0,2.2438976662663683,7438.0,647.0,1469.0,5.0,4.0,250.0,6.043134962400005,35.0,2.2438976662663683,5680.0,2402.0,890.0,5.0,4.0,250.0,50.22749701708349,31.0,5.820233101906957,3363.0,488.0,560.0,5.0,0.016,0.0136226227364443,0.018,0.0272452454728887,0.0363107040091395,0.0301080997376286,5.0,0.056,0.0044877953325327,0.078,0.0089755906650654,0.0683757799174688,0.0758698505956715,5.0,True
16
+ ye2026_sepsis-disease-draw2,ye2026_sepsis,lora,canonical_full_reused,5,,2.0,ea331f967a3a212b91cd144bd8ba62cea3cbfe3bdcc9e77268e190757327b0e2,0.49911231260161104,0.5196680228845961,0.9091774891774892,0.750995670995671,0.9335064935064935,0.8428571428571429,0.8865178028495296,0.1038961038961039,11.230303030303034,21.18539814075279,1840.0,1954.0,0.31843175224811415,0.3349613304531047,0.3386821732452143,0.3248682572070414,14.0,11.0,3.0,1.0,0.0,29.0,250.0,29.0,18.0,18.4,ye2026_sepsis,scored,strict,lora,lora,other,test_raw.npz@a7f4df1f,0.3184317522481141,0.0974198907956719,0.3037006390224007,0.3386821732452143,0.3501254222844883,0.9609285298153744,0.0018336035889258,0.8393755597740762,0.9799700095896768,0.9899206005587547,0.3164751849208735,0.3380276272464347,29.0,250.0,2.390903361477991,18.0,2.2438976662663683,7438.0,1259.0,1469.0,5.0,21.0,250.0,2.1011182854094086,35.0,2.2438976662663683,5680.0,2254.0,890.0,5.0,18.0,250.0,6.705081913095706,31.0,5.820233101906957,3363.0,1098.0,560.0,5.0,0.064,0.0063207417798965,0.07,0.0126414835597931,0.1215693634437287,0.0773709153361734,5.0,0.056,0.0044877953325327,0.078,0.0089755906650654,0.0683757799174688,0.0758698505956715,5.0,True
17
+ ye2026_sepsis-disease-draw3,ye2026_sepsis,raw,canonical_full_reused,5,,3.0,ab2ccffd21a8efa2b23ed420fbcdf06d9ac3c8045649e69b11388a9af0d13cc4,0.5102912491818794,0.5165865237048973,0.616969696969697,0.07333333333333333,0.6073593073593073,0.07341991341991343,0.8783191820214302,0.1038961038961039,36.360173160173154,20.47332071333849,978.0,1998.0,-0.019690319843561142,0.054756431698017013,0.3264466405549955,0.29717541062505315,3.0,2.0,1.0,5.0,1.0,12.0,250.0,11.0,19.0,20.0,ye2026_sepsis,scored,strict,raw,raw,other,conditions_raw.npz@36add186,-0.0196903198435611,-0.039818895936349,-0.1044300791308952,0.3264466405549955,0.3383113176560135,0.9576200238786292,0.0015850845651131,0.8347393836254738,0.978197437299057,0.9890183716634496,-0.0164280807411754,0.3263627044282643,12.0,250.0,2.5562600752800297,19.0,2.246447283685753,7459.0,2246.0,1139.0,5.0,12.0,250.0,1.9915229944879869,37.0,2.246447283685753,5383.0,3012.0,633.0,5.0,9.0,242.0,6.102906319765347,30.0,5.677931797865433,3087.0,2030.0,381.0,5.0,0.008,0.0059310355330043,0.022,0.0118620710660086,0.0326123160118265,0.0259233660699285,5.0,0.044,0.0044928945673715,0.056,0.008985789134743,0.0654351328803159,0.070619441609037,5.0,True
18
+ ye2026_sepsis-disease-draw3,ye2026_sepsis,refcal,canonical_full_reused,5,,3.0,ab2ccffd21a8efa2b23ed420fbcdf06d9ac3c8045649e69b11388a9af0d13cc4,0.41660843262290265,0.5165865237048973,0.8221645021645022,0.190995670995671,0.7898701298701298,0.3825108225108225,0.8482350755964002,0.15584415584415584,27.721212121212126,20.47332071333849,1554.0,1998.0,0.1482193477827793,0.1572967890234628,0.24774401774939386,0.2997826285390732,1.0,2.0,3.0,0.0,0.0,6.0,250.0,6.0,9.0,18.1,ye2026_sepsis,scored,strict,refcal,refcal,other,conditions_refcal.npz@3886924b,0.1482193477827793,0.1106170612205354,0.0768637494332082,0.2477440177493938,0.1966561138954001,0.9576200238786292,0.0015850845651131,0.8347393836254738,0.978197437299057,0.9890183716634496,0.1489698055007568,0.2484404413960113,6.0,250.0,2.577910620407454,9.0,2.246447283685753,7459.0,872.0,808.0,5.0,9.0,250.0,2.116834378339727,35.0,2.246447283685753,5383.0,2429.0,502.0,5.0,9.0,242.0,9.527305743218612,26.0,5.770278577104309,3087.0,366.0,345.0,5.0,0.024,0.0063487220263837,0.046,0.0126974440527674,0.0668305474520623,0.0529271333194232,5.0,0.04,0.0044928945673715,0.06,0.008985789134743,0.0687531392562753,0.0681522218511165,5.0,True
19
+ ye2026_sepsis-disease-draw3,ye2026_sepsis,pairedcal,canonical_full_reused,5,,3.0,ab2ccffd21a8efa2b23ed420fbcdf06d9ac3c8045649e69b11388a9af0d13cc4,0.42394378769331464,0.5165865237048973,0.8903030303030303,0.43636363636363634,0.9148051948051948,0.6743722943722944,0.8619880105134513,0.16883116883116883,24.8025974025974,20.47332071333849,1956.0,1998.0,0.10070723305211987,0.10495222265905013,0.3275506478456903,0.28993665056286483,0.0,2.0,4.0,0.0,0.0,6.0,250.0,6.0,33.0,18.3,ye2026_sepsis,scored,strict,pairedcal,pairedcal,other,test_cal.npz@d5aff6eb,0.1007072330521198,0.127674865735117,0.0104130284220961,0.3275506478456903,0.4039845192468114,0.9576200238786292,0.0015850845651131,0.8347393836254738,0.978197437299057,0.9890183716634496,0.1031750849290655,0.3280225508640207,6.0,250.0,2.4226339320181065,33.0,2.246447283685753,7459.0,1204.0,2979.0,5.0,10.0,250.0,2.196401841456184,37.0,2.246447283685753,5383.0,533.0,684.0,5.0,14.0,242.0,7.4219523183179135,29.0,5.710312716004443,3087.0,661.0,289.0,5.0,0.036,0.0062471370229147,0.05,0.0124942740458294,0.0751757451896883,0.0610231219903417,5.0,0.052,0.0044928945673715,0.064,0.008985789134743,0.0683914812422524,0.0723290333677701,5.0,True
20
+ ye2026_sepsis-disease-draw3,ye2026_sepsis,scsemi,canonical_full_reused,5,,3.0,ab2ccffd21a8efa2b23ed420fbcdf06d9ac3c8045649e69b11388a9af0d13cc4,0.6574775179620146,0.5165865237048973,0.6612121212121213,0.08753246753246753,0.49134199134199136,0.1794805194805195,0.5868249584433057,0.025974025974025976,18.964502164502164,20.47332071333849,1493.0,1998.0,0.5062400256266513,0.22509021217421327,0.3264466405549955,0.29717541062505315,6.0,1.0,5.0,1.0,3.0,16.0,250.0,13.0,19.0,17.0,ye2026_sepsis,scored,strict,scsemi,scsemi,other,test_raw.npz@3278dc67,0.5062400256266513,0.2384999032785154,0.4336480913529958,0.3264466405549955,0.3383113176560135,0.9576200238786292,0.0015850845651131,0.8347393836254738,0.978197437299057,0.9890183716634496,0.5034614893405126,0.3263627044282643,16.0,250.0,7.4446376132614365,19.0,2.246447283685753,7459.0,407.0,1139.0,5.0,23.0,250.0,7.4446376132614365,37.0,2.246447283685753,5383.0,3877.0,633.0,5.0,16.0,242.0,45.80500367297008,30.0,5.677931797865433,3087.0,530.0,381.0,5.0,0.016,0.0148892752265228,0.046,0.0297785504530457,0.0608082802201546,0.0479643426378919,5.0,0.044,0.0044928945673715,0.056,0.008985789134743,0.0654351328803159,0.070619441609037,5.0,True
21
+ ye2026_sepsis-disease-draw3,ye2026_sepsis,lora,canonical_full_reused,5,,3.0,ab2ccffd21a8efa2b23ed420fbcdf06d9ac3c8045649e69b11388a9af0d13cc4,0.4962963891874397,0.5165865237048973,0.8836363636363637,0.655064935064935,0.8777489177489177,0.8219047619047619,0.882321987573768,0.22077922077922077,14.571428571428571,20.47332071333849,1479.0,1998.0,0.4117403746586899,0.39741737393532117,0.3264466405549955,0.29717541062505315,10.0,3.0,0.0,0.0,2.0,15.0,250.0,13.0,19.0,17.4,ye2026_sepsis,scored,strict,lora,lora,other,test_raw.npz@3278dc67,0.4117403746586899,0.3051414301824399,0.3620194401436488,0.3264466405549955,0.3383113176560135,0.9576200238786292,0.0015850845651131,0.8347393836254738,0.978197437299057,0.9890183716634496,0.4100925722568156,0.3263627044282643,15.0,250.0,3.1350140255155523,19.0,2.246447283685753,7459.0,1588.0,1139.0,5.0,16.0,250.0,2.5718925171559808,37.0,2.246447283685753,5383.0,2478.0,633.0,5.0,15.0,242.0,8.648995704868604,30.0,5.677931797865433,3087.0,730.0,381.0,5.0,0.088,0.0062700280510311,0.094,0.0125400561020622,0.1556180474088067,0.1085606323885914,5.0,0.044,0.0044928945673715,0.056,0.008985789134743,0.0654351328803159,0.070619441609037,5.0,True
22
+ ye2026_sepsis-disease-draw4,ye2026_sepsis,raw,canonical_full_reused,5,,4.0,e72d06f5f4f5c10cf7fff8edaee1493e18c67dc4bbf65793eae6c984120cc4d2,0.49927818449009004,0.5181561061909782,0.6367099567099567,0.07515151515151515,0.5984415584415584,0.07090909090909091,0.8783191820214302,0.09090909090909091,35.62077922077922,20.318176241847713,982.0,1982.0,-0.020973148970441904,0.04559935882110163,0.3195942137906433,0.2882391251218291,2.0,1.0,4.0,3.0,1.0,11.0,250.0,10.0,20.0,19.6,ye2026_sepsis,scored,strict,raw,raw,other,conditions_raw.npz@36add186,-0.0209731489704419,-0.0486651396233444,-0.1041260573311768,0.3195942137906433,0.3281554472895195,0.9574026218312436,0.0019098934241358,0.8362010756621817,0.9780919092752436,0.9889660731252368,-0.0177365483096072,0.3192060690844542,11.0,250.0,2.528722384231807,20.0,2.2464807713988746,7344.0,2265.0,1128.0,5.0,9.0,250.0,2.26111675042899,39.0,2.2464807713988746,5689.0,3171.0,727.0,5.0,8.0,249.0,6.119295684953316,32.0,6.131653968393001,3141.0,2104.0,447.0,5.0,0.008,0.0059306842050833,0.028,0.0118613684101666,0.0330438523329403,0.0267622483031658,5.0,0.044,0.0044929615427977,0.0699999999999999,0.0089859230855955,0.0732572632573519,0.0767314599576936,5.0,True
23
+ ye2026_sepsis-disease-draw4,ye2026_sepsis,refcal,canonical_full_reused,5,,4.0,e72d06f5f4f5c10cf7fff8edaee1493e18c67dc4bbf65793eae6c984120cc4d2,0.4067762833138462,0.5181561061909782,0.8290909090909091,0.1870995670995671,0.8045021645021645,0.37974025974025977,0.8479560271087334,0.12987012987012986,26.87878787878788,20.318176241847713,1557.0,1982.0,0.14523507548470094,0.14688783841366332,0.2421989933218182,0.2900426168490661,3.0,1.0,5.0,0.0,0.0,9.0,250.0,9.0,12.0,18.7,ye2026_sepsis,scored,strict,refcal,refcal,other,conditions_refcal.npz@3886924b,0.1452350754847009,0.1130079700252581,0.0759559786497287,0.2421989933218182,0.1818361814465095,0.9574026218312436,0.0019098934241358,0.8362010756621817,0.9780919092752436,0.9889660731252368,0.1461249881388861,0.2422880397114566,9.0,250.0,2.5661171975663555,12.0,2.2464807713988746,7344.0,786.0,883.0,5.0,10.0,250.0,2.088803271493888,37.0,2.2464807713988746,5689.0,2311.0,593.0,5.0,10.0,249.0,11.087721157714718,30.0,6.2346144622398665,3141.0,411.0,408.0,5.0,0.024,0.0063499786688352,0.044,0.0126999573376704,0.0605318435905386,0.0523311943816954,5.0,0.036,0.0044929615427977,0.0699999999999999,0.0089859230855955,0.0670909418846336,0.0699346522902771,5.0,True
24
+ ye2026_sepsis-disease-draw4,ye2026_sepsis,pairedcal,canonical_full_reused,5,,4.0,e72d06f5f4f5c10cf7fff8edaee1493e18c67dc4bbf65793eae6c984120cc4d2,0.41979307710497205,0.5181561061909782,0.8936796536796536,0.4442424242424242,0.9125541125541126,0.6888311688311688,0.8559480608909976,0.025974025974025976,18.264935064935063,20.318176241847713,2001.0,1982.0,0.04964021194274032,0.018138941169166548,0.2773746411939305,0.2726262416899252,0.0,2.0,4.0,1.0,0.0,7.0,250.0,7.0,15.0,18.8,ye2026_sepsis,scored,strict,pairedcal,pairedcal,other,test_cal.npz@b5d28934,0.0496402119427403,0.1349206830755171,-0.0380255052525963,0.2773746411939305,0.2274822067567435,0.9574026218312436,0.0019098934241358,0.8362010756621817,0.9780919092752436,0.9889660731252368,0.0520317000127866,0.2784413118458456,7.0,250.0,2.2958073937362644,15.0,2.2464807713988746,7344.0,803.0,807.0,5.0,5.0,250.0,1.59989233027447,41.0,2.2464807713988746,5689.0,487.0,611.0,5.0,6.0,249.0,7.283423117896442,30.0,6.151779568893481,3141.0,488.0,392.0,5.0,0.044,0.0063891137366108,0.054,0.0127782274732216,0.0661719920376041,0.0519391280418126,5.0,0.044,0.0044929615427977,0.072,0.0089859230855955,0.0714973085468602,0.0738797804534047,5.0,True
25
+ ye2026_sepsis-disease-draw4,ye2026_sepsis,scsemi,canonical_full_reused,5,,4.0,e72d06f5f4f5c10cf7fff8edaee1493e18c67dc4bbf65793eae6c984120cc4d2,0.6168500613611326,0.5181561061909782,0.6630303030303031,0.08190476190476191,0.42363636363636364,0.1618181818181818,0.5849720244107031,0.012987012987012988,32.564502164502166,20.318176241847713,1797.0,1982.0,0.453002162271836,0.1557750192027605,0.3195942137906433,0.2882391251218291,2.0,0.0,0.0,0.0,0.0,2.0,250.0,2.0,20.0,17.1,ye2026_sepsis,scored,strict,scsemi,scsemi,other,test_raw.npz@0c8c43a2,0.453002162271836,0.1061246669608767,0.3554618489885017,0.3195942137906433,0.3281554472895195,0.9574026218312436,0.0019098934241358,0.8362010756621817,0.9780919092752436,0.9889660731252368,0.4495100154263888,0.3192060690844542,2.0,250.0,2.1399177939635967,20.0,2.2464807713988746,7344.0,62.0,1128.0,5.0,10.0,250.0,5.1977584805154295,39.0,2.2464807713988746,5689.0,3374.0,727.0,5.0,5.0,249.0,36.402793482382194,32.0,6.131653968393001,3141.0,200.0,447.0,5.0,0.012,0.0152685780885467,0.03,0.0305371561770934,0.0391634444977007,0.032277428053351,5.0,0.044,0.0044929615427977,0.0699999999999999,0.0089859230855955,0.0732572632573519,0.0767314599576936,5.0,True
26
+ ye2026_sepsis-disease-draw4,ye2026_sepsis,lora,canonical_full_reused,5,,4.0,e72d06f5f4f5c10cf7fff8edaee1493e18c67dc4bbf65793eae6c984120cc4d2,0.390430034908782,0.5181561061909782,0.8816450216450217,0.6935064935064935,0.8900432900432901,0.8696103896103896,0.885001251773162,0.11688311688311688,17.583549783549785,20.318176241847713,1570.0,1982.0,0.48712224362180245,0.402816631149953,0.3195942137906433,0.2882391251218291,6.0,6.0,3.0,0.0,0.0,15.0,250.0,15.0,20.0,18.2,ye2026_sepsis,scored,strict,lora,lora,other,test_raw.npz@0c8c43a2,0.4871222436218024,0.3863151637105881,0.4502845491625837,0.3195942137906433,0.3281554472895195,0.9574026218312436,0.0019098934241358,0.8362010756621817,0.9780919092752436,0.9889660731252368,0.4835036477079472,0.3192060690844542,15.0,250.0,2.3992993844076884,20.0,2.2464807713988746,7344.0,807.0,1128.0,5.0,16.0,250.0,2.760139345081213,39.0,2.2464807713988746,5689.0,1232.0,727.0,5.0,23.0,249.0,7.234407507856504,32.0,6.131653968393001,3141.0,817.0,447.0,5.0,0.06,0.0062909403962479,0.102,0.0125818807924959,0.1296719996593098,0.0895317969909461,5.0,0.044,0.0044929615427977,0.0699999999999999,0.0089859230855955,0.0732572632573519,0.0767314599576936,5.0,True
27
+ imperial_eskd-disease-draw0,imperial_eskd,raw,canonical_full_reused,5,,0.0,4733416ac0e4142bc928aa91f4fbe75c852492f55832470684fd9d41b56ef716,0.8169376515466873,0.521552501383503,0.506164705882353,0.10649411764705882,0.5699294117647059,0.14503529411764707,0.8829536480684819,0.028169014084507043,52.05258215962439,16.452413804761996,1274.0,1356.0,0.654137885523292,0.487489830036919,0.6675205927010471,0.6070503281250388,30.0,23.0,27.0,21.0,11.0,112.0,250.0,101.0,71.0,37.0,imperial_eskd,scored,strict,raw,raw,other,conditions_raw.npz@0ac35b61,0.654137885523292,0.4790304005752666,0.4489517448041555,0.6675205927010471,0.368618627643667,0.9257836114144654,0.0010904000205106,0.7544730707051464,0.9606212325985124,0.9799918389725027,0.6445488721405391,0.6558639559060271,112.0,250.0,2.805838360938411,71.0,2.27575082667296,3013.0,4757.0,2247.0,5.0,90.0,250.0,2.805838360938411,58.0,2.27575082667296,6222.0,9742.0,2098.0,5.0,111.0,250.0,9.606931627849926,62.0,5.749837134444332,3056.0,3626.0,1802.0,5.0,0.104,0.0056116767218768,0.174,0.0112233534437536,0.2075080146361166,0.1842643438216326,5.0,0.144,0.0045515016533459,0.224,0.0091030033066918,0.1454965715266321,0.150250203402029,5.0,True
28
+ imperial_eskd-disease-draw0,imperial_eskd,refcal,canonical_full_reused,5,,0.0,4733416ac0e4142bc928aa91f4fbe75c852492f55832470684fd9d41b56ef716,0.5350760923656154,0.521552501383503,0.8161882352941177,0.3748705882352941,0.8359529411764706,0.5111529411764706,0.8518163474900576,0.028169014084507043,27.417370892018777,16.452413804761996,1515.0,1356.0,0.4986708732813862,0.40381936287476894,0.5982764172244288,0.6035301291530344,18.0,14.0,19.0,9.0,10.0,70.0,250.0,60.0,89.0,31.7,imperial_eskd,scored,strict,refcal,refcal,other,conditions_refcal.npz@85e8a48c,0.4986708732813862,0.1951716371898425,0.2898665175276094,0.5982764172244288,0.4882349208770789,0.9257836114144654,0.0010904000205106,0.7544730707051464,0.9606212325985124,0.9799918389725027,0.4908143104605139,0.5875729838143855,70.0,250.0,2.9986354119776077,89.0,2.27575082667296,3013.0,2667.0,2547.0,5.0,73.0,250.0,2.9986354119776077,59.0,2.27575082667296,6222.0,6918.0,2100.0,5.0,78.0,250.0,11.55648991136612,67.0,5.78757857793974,3056.0,1867.0,1702.0,5.0,0.148,0.0059972708239552,0.19,0.0119945416479104,0.1990013644009604,0.1559157759322991,5.0,0.1559999999999999,0.0045515016533459,0.216,0.0091030033066918,0.1737515470877483,0.1746546929515925,5.0,True
29
+ imperial_eskd-disease-draw0,imperial_eskd,pairedcal,canonical_full_reused,5,,0.0,4733416ac0e4142bc928aa91f4fbe75c852492f55832470684fd9d41b56ef716,0.5428054810904489,0.521552501383503,0.8378823529411765,0.619764705882353,0.8648470588235294,0.6810352941176471,0.8655574392808345,0.035211267605633804,27.138028169014085,16.452413804761996,1654.0,1356.0,0.6996825369658982,0.5224483825450287,0.6969756574782962,0.6113121944260939,29.0,21.0,27.0,20.0,12.0,109.0,250.0,97.0,87.0,32.5,imperial_eskd,scored,strict,pairedcal,pairedcal,other,test_cal.npz@e74507e8,0.6996825369658982,0.3912569883399571,0.4442578793175242,0.6969756574782962,0.4658439393532718,0.9257836114144654,0.0010904000205106,0.7544730707051464,0.9606212325985124,0.9799918389725027,0.688559205358692,0.6849623188226206,109.0,250.0,3.004775820962866,87.0,2.27575082667296,3013.0,3534.0,2184.0,5.0,94.0,250.0,3.004775820962866,64.0,2.27575082667296,6222.0,7483.0,2026.0,5.0,106.0,250.0,12.119108797226724,67.0,5.740148641635155,3056.0,2657.0,1745.0,5.0,0.152,0.0060095516419257,0.24,0.0120191032838514,0.2283721218395436,0.1925718191446278,5.0,0.168,0.0045515016533459,0.2299999999999999,0.0091030033066918,0.2095433231755178,0.1788641743594213,5.0,True
30
+ imperial_eskd-disease-draw0,imperial_eskd,scsemi,canonical_full_reused,5,,0.0,4733416ac0e4142bc928aa91f4fbe75c852492f55832470684fd9d41b56ef716,0.5787878731453102,0.521552501383503,0.3111529411764706,0.03515294117647059,0.4319529411764706,0.11609411764705882,0.5980344570154895,0.02112676056338028,25.609389671361505,16.452413804761996,1439.0,1356.0,0.5430157991879685,0.2905648569422956,0.6675205927010471,0.6070503281250388,14.0,10.0,7.0,11.0,11.0,53.0,250.0,42.0,71.0,28.7,imperial_eskd,scored,strict,scsemi,scsemi,other,test_raw.npz@73567205,0.5430157991879685,0.3057442605088353,0.4134431190420061,0.6675205927010471,0.368618627643667,0.9257836114144654,0.0010904000205106,0.7544730707051464,0.9606212325985124,0.9799918389725027,0.534983699181018,0.6558639559060271,53.0,250.0,7.275463684705079,71.0,2.27575082667296,3013.0,2261.0,2247.0,5.0,41.0,250.0,7.275463684705079,58.0,2.27575082667296,6222.0,5456.0,2098.0,5.0,51.0,250.0,42.26310903213832,62.0,5.749837134444332,3056.0,1037.0,1802.0,5.0,0.152,0.0145509273694101,0.152,0.0291018547388203,0.1609150462988813,0.1495358503765539,5.0,0.144,0.0045515016533459,0.224,0.0091030033066918,0.1454965715266321,0.150250203402029,5.0,True
31
+ imperial_eskd-disease-draw0,imperial_eskd,lora,canonical_full_reused,5,,0.0,4733416ac0e4142bc928aa91f4fbe75c852492f55832470684fd9d41b56ef716,0.5079617078518335,0.521552501383503,0.7797176470588235,0.6124705882352941,0.8398117647058824,0.8260235294117647,0.8641682673251789,0.035211267605633804,25.304694835680753,16.452413804761996,1044.0,1356.0,0.7761260519022167,0.5926576703809217,0.6675205927010471,0.6070503281250388,28.0,23.0,26.0,23.0,18.0,118.0,250.0,100.0,71.0,30.6,imperial_eskd,scored,strict,lora,lora,other,test_raw.npz@73567205,0.7761260519022167,0.5868141171358897,0.6428568126058404,0.6675205927010471,0.368618627643667,0.9257836114144654,0.0010904000205106,0.7544730707051464,0.9606212325985124,0.9799918389725027,0.7635813837579206,0.6558639559060271,118.0,250.0,3.113005652971801,71.0,2.27575082667296,3013.0,4114.0,2247.0,5.0,104.0,250.0,3.113005652971801,58.0,2.27575082667296,6222.0,6799.0,2098.0,5.0,119.0,250.0,10.081635668965836,62.0,5.749837134444332,3056.0,2911.0,1802.0,5.0,0.204,0.0062260113059436,0.3019999999999999,0.0124520226118872,0.2942783661464546,0.2570288947479852,5.0,0.144,0.0045515016533459,0.224,0.0091030033066918,0.1454965715266321,0.150250203402029,5.0,True
32
+ imperial_eskd-disease-draw1,imperial_eskd,raw,canonical_full_reused,5,,1.0,9ece092ad8a097feaf4b285ac898f64f6dc55f073073a89890e3fe24729efeb7,0.802871325655635,0.5086759403753967,0.48216873101191865,0.11591493339565319,0.5483056788969385,0.1563916802991353,0.8859311121836324,0.027972027972027972,51.98834498834499,17.000072050147295,1298.0,1338.0,0.6345413581923662,0.4568181180151279,0.6611787175621116,0.6068677589525703,29.0,22.0,30.0,17.0,9.0,107.0,250.0,98.0,86.0,38.0,imperial_eskd,scored,strict,raw,raw,other,conditions_raw.npz@0ac35b61,0.6345413581923662,0.4433832855541856,0.4148614809166902,0.6611787175621116,0.362695232587028,0.8862675180769447,0.0012876207452377,0.6933815333423627,0.9380609842223774,0.9682829390377056,0.6275058067764687,0.6478361601353952,107.0,250.0,2.8027927840924987,86.0,2.272032322200808,1970.0,4003.0,1949.0,5.0,96.0,250.0,2.8027927840924987,70.0,2.272032322200808,2423.0,8984.0,1811.0,5.0,107.0,250.0,9.165035545611955,73.0,5.763193809764751,2790.0,3310.0,1585.0,5.0,0.104,0.0056055855681849,0.144,0.0112111711363699,0.2186845974441423,0.1765209497027098,5.0,0.188,0.0045440646444016,0.2179999999999999,0.0090881292888032,0.1928415162400228,0.1611415196045327,5.0,True
33
+ imperial_eskd-disease-draw1,imperial_eskd,refcal,canonical_full_reused,5,,1.0,9ece092ad8a097feaf4b285ac898f64f6dc55f073073a89890e3fe24729efeb7,0.5201876203144611,0.5086759403753967,0.8200514138817481,0.3711614863285814,0.8402897873334891,0.5075484926384669,0.8518427235508309,0.027972027972027972,27.123543123543133,17.000072050147295,1521.0,1338.0,0.4806243822543128,0.39361775144724276,0.5939662737123218,0.603469784751185,17.0,13.0,18.0,8.0,9.0,65.0,250.0,56.0,109.0,33.6,imperial_eskd,scored,strict,refcal,refcal,other,conditions_refcal.npz@85e8a48c,0.4806243822543128,0.1921405696268446,0.2654806191196417,0.5939662737123218,0.4750723703853313,0.8862675180769447,0.0012876207452377,0.6933815333423627,0.9380609842223774,0.9682829390377056,0.4706427745000254,0.5819926349374871,65.0,250.0,3.002529039819262,109.0,2.272032322200808,1970.0,2424.0,2164.0,5.0,73.0,250.0,3.002529039819262,73.0,2.272032322200808,2423.0,6518.0,1774.0,5.0,78.0,250.0,11.704759715959083,83.0,5.802460217770461,2790.0,1859.0,1507.0,5.0,0.128,0.0060050580796385,0.1599999999999999,0.012010116159277,0.1779319945319193,0.1449909429231357,5.0,0.192,0.0045440646444016,0.214,0.0090881292888032,0.2091418943878706,0.1764346586747953,5.0,True
34
+ imperial_eskd-disease-draw1,imperial_eskd,pairedcal,canonical_full_reused,5,,1.0,9ece092ad8a097feaf4b285ac898f64f6dc55f073073a89890e3fe24729efeb7,0.5210014471156564,0.5086759403753967,0.8427670016358962,0.6226688478616499,0.865202150035055,0.6711381163823323,0.8658105255513441,0.04895104895104895,16.146386946386944,17.000072050147295,1649.0,1338.0,0.6330387121186507,0.49522057728101926,0.6963004700440543,0.6103010484914663,28.0,18.0,25.0,19.0,11.0,101.0,250.0,90.0,92.0,33.1,imperial_eskd,scored,strict,pairedcal,pairedcal,other,test_cal.npz@b7949dc2,0.6330387121186507,0.3274832569542945,0.3431341810610607,0.6963004700440543,0.4725472705844217,0.8862675180769447,0.0012876207452377,0.6933815333423627,0.9380609842223774,0.9682829390377056,0.6221050684031104,0.6830804032439645,101.0,250.0,3.019609285559698,92.0,2.272032322200808,1970.0,3341.0,2012.0,5.0,94.0,250.0,3.019609285559698,66.0,2.272032322200808,2423.0,5986.0,1747.0,5.0,98.0,250.0,13.924561570165311,76.0,5.773201472514115,2790.0,2712.0,1522.0,5.0,0.1679999999999999,0.0060392185711193,0.19,0.0120784371422387,0.2249996454828334,0.1803659742802009,5.0,0.224,0.0045440646444016,0.2239999999999999,0.0090881292888032,0.2705891365327423,0.2075071102288897,5.0,True
35
+ imperial_eskd-disease-draw1,imperial_eskd,scsemi,canonical_full_reused,5,,1.0,9ece092ad8a097feaf4b285ac898f64f6dc55f073073a89890e3fe24729efeb7,0.6103817060213239,0.5086759403753967,0.25244215938303344,0.04917036690815611,0.39116616031783125,0.09820051413881747,0.6066923112261302,0.027972027972027972,8.691375291375293,17.000072050147295,1559.0,1338.0,0.5597251134804553,0.2529887190735963,0.6611787175621116,0.6068677589525703,17.0,4.0,9.0,11.0,5.0,46.0,250.0,41.0,86.0,29.1,imperial_eskd,scored,strict,scsemi,scsemi,other,test_raw.npz@c2293bb9,0.5597251134804553,0.3607557297085594,0.4498563829954871,0.6611787175621116,0.362695232587028,0.8862675180769447,0.0012876207452377,0.6933815333423627,0.9380609842223774,0.9682829390377056,0.5589764211551438,0.6478361601353952,46.0,250.0,6.474878460985193,86.0,2.272032322200808,1970.0,4355.0,1949.0,5.0,40.0,250.0,6.474878460985193,70.0,2.272032322200808,2423.0,7615.0,1811.0,5.0,43.0,250.0,31.61229866174772,73.0,5.763193809764751,2790.0,1289.0,1585.0,5.0,0.036,0.0129497569219703,0.058,0.0258995138439407,0.0705853694060352,0.0795548291854954,5.0,0.188,0.0045440646444016,0.2179999999999999,0.0090881292888032,0.1928415162400228,0.1611415196045327,5.0,True
36
+ imperial_eskd-disease-draw1,imperial_eskd,lora,canonical_full_reused,5,,1.0,9ece092ad8a097feaf4b285ac898f64f6dc55f073073a89890e3fe24729efeb7,0.4775065449678278,0.5086759403753967,0.8489834073381631,0.7597102126665108,0.8970787567188595,0.8562280906753914,0.8694865258026787,0.06293706293706294,10.993473193473195,17.000072050147295,1402.0,1338.0,0.7392705949319888,0.560738341007134,0.6611787175621116,0.6068677589525703,35.0,16.0,25.0,22.0,6.0,104.0,250.0,98.0,86.0,31.5,imperial_eskd,scored,strict,lora,lora,other,test_raw.npz@c2293bb9,0.7392705949319888,0.4905644318630106,0.566946560004029,0.6611787175621116,0.362695232587028,0.8862675180769447,0.0012876207452377,0.6933815333423627,0.9380609842223774,0.9682829390377056,0.7286507420502384,0.6478361601353952,104.0,250.0,3.139445146974154,86.0,2.272032322200808,1970.0,2603.0,1949.0,5.0,101.0,250.0,3.139445146974154,70.0,2.272032322200808,2423.0,5214.0,1811.0,5.0,102.0,250.0,9.614746865881616,73.0,5.763193809764751,2790.0,2054.0,1585.0,5.0,0.1679999999999999,0.0062788902939483,0.23,0.0125577805878966,0.1831348198482651,0.1989760814886562,5.0,0.188,0.0045440646444016,0.2179999999999999,0.0090881292888032,0.1928415162400228,0.1611415196045327,5.0,True
37
+ imperial_eskd-disease-draw2,imperial_eskd,raw,canonical_full_reused,5,,2.0,7cc7f8a8c723f40018201189afbe5460063eaa6b81a1ac9198b46e388f4d9e8e,0.7913025138195902,0.47851633327026316,0.48930859080633005,0.11412019593067069,0.5175207234363225,0.15321213262999248,0.8853890205964849,0.028169014084507043,50.68685446009389,16.205826518972017,1295.0,1372.0,0.6341200084949812,0.4579676533253675,0.6433613217171205,0.5930746251539698,30.0,18.0,25.0,18.0,8.0,99.0,250.0,91.0,65.0,38.1,imperial_eskd,scored,strict,raw,raw,other,conditions_raw.npz@0ac35b61,0.6341200084949812,0.4420820672797683,0.4306178181372852,0.6433613217171205,0.3608915450886033,0.8814001291127382,0.0018555694483643,0.6903180029733533,0.935274626808016,0.9668378796067384,0.625609046359563,0.6296794753209507,99.0,250.0,2.7972697201096435,65.0,2.2711045124444174,1703.0,3902.0,2026.0,5.0,84.0,250.0,2.7972697201096435,56.0,2.2711045124444174,2758.0,8810.0,1809.0,5.0,105.0,250.0,9.00212374347704,56.0,5.680651702354793,2732.0,3146.0,1630.0,5.0,0.0799999999999999,0.0055945394402192,0.144,0.0111890788804385,0.1889412092073715,0.1534333978469265,5.0,0.136,0.0045422090248888,0.172,0.0090844180497776,0.1248684861187676,0.1330738262083956,5.0,True
38
+ imperial_eskd-disease-draw2,imperial_eskd,refcal,canonical_full_reused,5,,2.0,7cc7f8a8c723f40018201189afbe5460063eaa6b81a1ac9198b46e388f4d9e8e,0.5035736748554334,0.47851633327026316,0.8204596834966089,0.36379050489826675,0.8311981914091937,0.5074415975885456,0.8521668347812354,0.028169014084507043,26.317840375586854,16.205826518972017,1518.0,1372.0,0.4973273614440279,0.3856152478713802,0.5820354953035813,0.5896018838201683,17.0,14.0,18.0,7.0,6.0,62.0,250.0,56.0,88.0,33.1,imperial_eskd,scored,strict,refcal,refcal,other,conditions_refcal.npz@85e8a48c,0.4973273614440279,0.2062335353301373,0.2964359609504817,0.5820354953035813,0.4637193647269099,0.8814001291127382,0.0018555694483643,0.6903180029733533,0.935274626808016,0.9668378796067384,0.4860215638261989,0.5698223532756275,62.0,250.0,2.997076046250157,88.0,2.2711045124444174,1703.0,2221.0,2186.0,5.0,53.0,250.0,2.81025992668784,56.0,2.2711045124444174,2758.0,6468.0,1805.0,5.0,68.0,250.0,11.559923256487934,58.0,5.720175219374938,2732.0,1587.0,1537.0,5.0,0.1,0.0059941520925003,0.172,0.0119883041850006,0.1547429981641055,0.1271917975677955,5.0,0.108,0.0045422090248888,0.1619999999999999,0.0090844180497776,0.146108672232455,0.1462635590169812,5.0,True
39
+ imperial_eskd-disease-draw2,imperial_eskd,pairedcal,canonical_full_reused,5,,2.0,7cc7f8a8c723f40018201189afbe5460063eaa6b81a1ac9198b46e388f4d9e8e,0.48690416697398886,0.47851633327026316,0.8537584777694047,0.6304634513941221,0.8811228334589299,0.6784099472494348,0.8659267793839085,0.04929577464788732,14.293896713615023,16.205826518972017,1604.0,1372.0,0.6618291543402255,0.4989552748391821,0.6956050424812483,0.5982473667330177,25.0,16.0,25.0,19.0,7.0,92.0,250.0,85.0,89.0,30.8,imperial_eskd,scored,strict,pairedcal,pairedcal,other,test_cal.npz@5183c668,0.6618291543402255,0.3455934002024814,0.3880158936082305,0.6956050424812483,0.4589027574510078,0.8814001291127382,0.0018555694483643,0.6903180029733533,0.935274626808016,0.9668378796067384,0.6485307884891959,0.681025340098713,92.0,250.0,2.8888298779320087,89.0,2.2711045124444174,1703.0,2908.0,1765.0,5.0,79.0,250.0,2.69041717951931,54.0,2.2711045124444174,2758.0,5507.0,1761.0,5.0,86.0,250.0,11.714712482083211,61.0,5.683750200566827,2732.0,2253.0,1535.0,5.0,0.124,0.0060894511390839,0.186,0.0121789022781679,0.2058122075372617,0.1679949454882126,5.0,0.16,0.0045422090248888,0.178,0.0090844180497776,0.1707596098993353,0.157212643324121,5.0,True
40
+ imperial_eskd-disease-draw2,imperial_eskd,scsemi,canonical_full_reused,5,,2.0,7cc7f8a8c723f40018201189afbe5460063eaa6b81a1ac9198b46e388f4d9e8e,0.6903180999715937,0.47851633327026316,0.24156932931424266,0.04130557648831952,0.4188489073097212,0.15674453654860587,0.5951250403361148,0.02112676056338028,8.207042253521125,16.205826518972017,1357.0,1372.0,0.5112172444204303,0.27707471223810287,0.6433613217171205,0.5930746251539698,16.0,7.0,8.0,11.0,7.0,49.0,250.0,42.0,65.0,27.9,imperial_eskd,scored,strict,scsemi,scsemi,other,test_raw.npz@11ba7c4e,0.5112172444204303,0.3554990338105258,0.387875506967553,0.6433613217171205,0.3608915450886033,0.8814001291127382,0.0018555694483643,0.6903180029733533,0.935274626808016,0.9668378796067384,0.5107122811956767,0.6296794753209507,49.0,250.0,5.968841467612936,65.0,2.2711045124444174,1703.0,3726.0,2026.0,5.0,35.0,250.0,5.968841467612936,56.0,2.2711045124444174,2758.0,6941.0,1809.0,5.0,44.0,250.0,45.7663581462224,56.0,5.680651702354793,2732.0,671.0,1630.0,5.0,0.096,0.0119376829352258,0.086,0.0238753658704517,0.0965047402387319,0.1072065713476777,5.0,0.136,0.0045422090248888,0.172,0.0090844180497776,0.1248684861187676,0.1330738262083956,5.0,True
41
+ imperial_eskd-disease-draw2,imperial_eskd,lora,canonical_full_reused,5,,2.0,7cc7f8a8c723f40018201189afbe5460063eaa6b81a1ac9198b46e388f4d9e8e,0.49690465056354277,0.47851633327026316,0.8489073097211756,0.6606066314996232,0.8850320271288621,0.849707987942728,0.867501639721653,0.035211267605633804,13.994366197183098,16.205826518972017,1219.0,1372.0,0.7342266929000006,0.546928308603402,0.6433613217171205,0.5930746251539698,37.0,16.0,23.0,24.0,20.0,120.0,250.0,100.0,65.0,30.9,imperial_eskd,scored,strict,lora,lora,other,test_raw.npz@11ba7c4e,0.7342266929000006,0.5326284389131137,0.5886943224580123,0.6433613217171205,0.3608915450886033,0.8814001291127382,0.0018555694483643,0.6903180029733533,0.935274626808016,0.9668378796067384,0.7215271865850373,0.6296794753209507,120.0,250.0,3.147360703086277,65.0,2.2711045124444174,1703.0,2575.0,2026.0,5.0,102.0,250.0,3.147360703086277,56.0,2.2711045124444174,2758.0,5531.0,1809.0,5.0,106.0,250.0,10.451252778672677,56.0,5.680651702354793,2732.0,1764.0,1630.0,5.0,0.208,0.0062947214061725,0.2719999999999999,0.0125894428123451,0.3409516688532805,0.2726832021320556,5.0,0.136,0.0045422090248888,0.172,0.0090844180497776,0.1248684861187676,0.1330738262083956,5.0,True
42
+ imperial_eskd-disease-draw3,imperial_eskd,raw,canonical_full_reused,5,,3.0,28fb70b356b7850892eab0f7c543f47d99041c1b6ac91d776d04125d532c08ce,0.8023353382065463,0.5045022619268063,0.5179411493404668,0.11691725855548381,0.5758693847431049,0.1599944654552163,0.8859311121836324,0.027586206896551724,52.38942528735633,17.381107161241506,1299.0,1331.0,0.6249964839625936,0.44431018298142716,0.6538959233815048,0.5814675058221703,28.0,21.0,26.0,18.0,10.0,103.0,250.0,93.0,76.0,99.0,imperial_eskd,scored,strict,raw,raw,other,conditions_raw.npz@0ac35b61,0.6249964839625936,0.4407426164786132,0.4082983208335401,0.6538959233815048,0.3400012784717775,0.8854442940149607,0.0032600109847487,0.6928644358625842,0.9378069683558478,0.9681862440679374,0.6177381185359053,0.6407730734380533,103.0,250.0,2.8004437354736287,76.0,2.27046972861356,1951.0,4400.0,2000.0,5.0,77.0,250.0,2.8004437354736287,52.0,2.27046972861356,5751.0,9393.0,1860.0,5.0,102.0,250.0,9.26421294800664,64.0,5.696665846513357,2739.0,3502.0,1604.0,5.0,0.088,0.0056008874709472,0.146,0.0112017749418945,0.162767439903519,0.1547726559832501,5.0,0.132,0.0045409394572271,0.194,0.0090818789144542,0.1577739311377763,0.1441301622947529,5.0,True
43
+ imperial_eskd-disease-draw3,imperial_eskd,refcal,canonical_full_reused,5,,3.0,28fb70b356b7850892eab0f7c543f47d99041c1b6ac91d776d04125d532c08ce,0.5165622320474087,0.5045022619268063,0.8221105064108477,0.38174522645512404,0.8385296559357993,0.5066875749469606,0.8517899714292844,0.020689655172413793,27.651494252873565,17.381107161241506,1516.0,1331.0,0.4577931605951422,0.36069626163062846,0.5874958364347579,0.5792531511421017,15.0,12.0,21.0,6.0,7.0,61.0,250.0,54.0,93.0,41.7,imperial_eskd,scored,strict,refcal,refcal,other,conditions_refcal.npz@85e8a48c,0.4577931605951422,0.1427731304188566,0.2363931334915627,0.5874958364347579,0.4545651883697681,0.8854442940149607,0.0032600109847487,0.6928644358625842,0.9378069683558478,0.9681862440679374,0.4486928848270903,0.5758053349074506,61.0,250.0,2.992779549316237,93.0,2.27046972861356,1951.0,2542.0,2090.0,5.0,63.0,250.0,2.992779549316237,55.0,2.27046972861356,5751.0,6731.0,1766.0,5.0,69.0,250.0,11.634816281540829,73.0,5.730608476289945,2739.0,1813.0,1475.0,5.0,0.1159999999999999,0.0059855590986324,0.16,0.0119711181972649,0.1447802385288,0.1303312585907764,5.0,0.132,0.0045409394572271,0.206,0.0090818789144542,0.1786566741771673,0.1648963750137784,5.0,True
44
+ imperial_eskd-disease-draw3,imperial_eskd,pairedcal,canonical_full_reused,5,,3.0,28fb70b356b7850892eab0f7c543f47d99041c1b6ac91d776d04125d532c08ce,0.5156157399594431,0.5045022619268063,0.8374688681855917,0.6165482889032378,0.8632506226362882,0.6711096762291302,0.8646326542474777,0.034482758620689655,17.991724137931033,17.381107161241506,1642.0,1331.0,0.6427319740260667,0.470399970996648,0.6878826521496877,0.5865944917889327,25.0,15.0,27.0,20.0,16.0,103.0,250.0,87.0,91.0,46.9,imperial_eskd,scored,strict,pairedcal,pairedcal,other,test_cal.npz@9b3a60f4,0.6427319740260667,0.3184684560389877,0.3611897702988731,0.6878826521496877,0.444538730795276,0.8854442940149607,0.0032600109847487,0.6928644358625842,0.9378069683558478,0.9681862440679374,0.6312645794214005,0.6744806057355667,103.0,250.0,3.0132844640674348,91.0,2.27046972861356,1951.0,3378.0,1946.0,5.0,78.0,250.0,3.0132844640674348,56.0,2.27046972861356,5751.0,5943.0,1751.0,5.0,85.0,250.0,13.311165032860355,68.0,5.7018117830351525,2739.0,2573.0,1522.0,5.0,0.176,0.0060265689281348,0.196,0.0120531378562697,0.1871177190292452,0.1719820510449572,5.0,0.188,0.0045409394572271,0.218,0.0090818789144542,0.2159999695247391,0.1811645029967042,5.0,True
45
+ imperial_eskd-disease-draw3,imperial_eskd,scsemi,canonical_full_reused,5,,3.0,28fb70b356b7850892eab0f7c543f47d99041c1b6ac91d776d04125d532c08ce,0.5390671216139734,0.5045022619268063,0.29909602435199706,0.03915690434461765,0.4793376994742182,0.11576422839221474,0.6064582457207195,0.013793103448275862,12.459770114942526,17.381107161241506,1407.0,1331.0,0.5424810943993804,0.2946305536538253,0.6538959233815048,0.5814675058221703,13.0,8.0,12.0,11.0,8.0,52.0,250.0,44.0,76.0,40.8,imperial_eskd,scored,strict,scsemi,scsemi,other,test_raw.npz@1bb5ea46,0.5424810943993804,0.3165043221760487,0.4060625899497264,0.6538959233815048,0.3400012784717775,0.8854442940149607,0.0032600109847487,0.6928644358625842,0.9378069683558478,0.9681862440679374,0.5321442832910306,0.6407730734380533,52.0,250.0,8.671038990865378,76.0,2.27046972861356,1951.0,2436.0,2000.0,5.0,36.0,250.0,8.671038990865378,52.0,2.27046972861356,5751.0,2605.0,1860.0,5.0,43.0,250.0,45.38395893496728,64.0,5.696665846513357,2739.0,939.0,1604.0,5.0,0.1359999999999999,0.0173420779817307,0.134,0.0346841559634615,0.1581643006728323,0.1532888348915746,5.0,0.132,0.0045409394572271,0.194,0.0090818789144542,0.1577739311377763,0.1441301622947529,5.0,True
46
+ imperial_eskd-disease-draw3,imperial_eskd,lora,canonical_full_reused,5,,3.0,28fb70b356b7850892eab0f7c543f47d99041c1b6ac91d776d04125d532c08ce,0.4767945268179211,0.5045022619268063,0.8422654736647911,0.6937551886357347,0.8810534083571626,0.8616825016142422,0.8643045025532576,0.04827586206896552,16.926436781609198,17.381107161241506,1197.0,1331.0,0.7222804350963986,0.5443694372568069,0.6538959233815048,0.5814675058221703,33.0,8.0,24.0,20.0,19.0,104.0,250.0,85.0,76.0,52.4,imperial_eskd,scored,strict,lora,lora,other,test_raw.npz@1bb5ea46,0.7222804350963986,0.5333345008012158,0.5868260052997919,0.6538959233815048,0.3400012784717775,0.8854442940149607,0.0032600109847487,0.6928644358625842,0.9378069683558478,0.9681862440679374,0.7116633625846077,0.6407730734380533,104.0,250.0,3.11374623051017,76.0,2.27046972861356,1951.0,2950.0,2000.0,5.0,82.0,250.0,3.11374623051017,52.0,2.27046972861356,5751.0,4423.0,1860.0,5.0,104.0,250.0,10.410061596652431,64.0,5.696665846513357,2739.0,2183.0,1604.0,5.0,0.172,0.0062274924610203,0.268,0.0124549849220406,0.2708444725338575,0.2296261211038276,5.0,0.132,0.0045409394572271,0.194,0.0090818789144542,0.1577739311377763,0.1441301622947529,5.0,True
47
+ imperial_eskd-disease-draw4,imperial_eskd,lora,core_only,5,,4.0,b428e852548e0e33140289d0bf5a4c7d8d6a642afa0d3a233103112bbf241137,0.5164213271978368,0.5095285177538514,0.860396595267047,0.6640164624450472,0.88293892058741,0.8046020016836591,0.8700606941085695,0.04895104895104895,12.722144522144523,17.567899313806723,1189.0,1367.0,0.7149080892885361,0.5294718303742492,0.6565426449733607,0.6057327733142364,31.0,27.0,23.0,20.0,18.0,119.0,250.0,101.0,76.0,33.5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
48
+ giroux2022-disease-draw0,giroux2022,lora,full_completed,5,,0.0,074d1cf9ca3951ef1a032239eabb9d3a13f0f9a2030b030dcbe425ac71d46700,0.27423344061351224,0.348957033732024,1.0,0.9606060606060606,0.9951515151515151,0.9624242424242424,0.8597653677916022,0.36363636363636365,18.078787878787875,20.64911767480269,460.0,483.0,0.2093774950877274,0.09664078940877951,0.4709654147613206,0.5359837651127651,0.0,0.0,0.0,0.0,0.0,0.0,3.0,0.0,0.0,4.8,giroux2022,scored,strict,lora,lora,other,test_raw.npz@f04c5725,0.2093774950877274,0.1131717989138352,0.108511693001303,0.4709654147613206,0.3558010145456839,0.8779127648861704,0.0015242575785035,0.7640912590762394,0.9337152499913626,0.966095630119118,0.2040566046368897,0.4567802957459237,0.0,3.0,0.0,0.0,0.0,3.0,0.0,0.0,5.0,0.0,91.0,0.0752110514198004,4.0,0.0736976675774214,91.0,4.0,4.0,5.0,0.0,92.0,0.0,4.0,0.0909353825123776,106.0,0.0,3.0,5.0,0.028,0.0085116209875262,0.034,0.0170232419750525,0.0172250792616067,0.0351670761610395,5.0,0.128,0.0050756587779478,0.132,0.0101513175558957,0.1529544670733114,0.1221131460927288,5.0,True
49
+ giroux2022-disease-draw1,giroux2022,lora,core_only,5,,1.0,1a20024ce53f3aeb268784fed7fed630ef326f8ffa89fa9bc150661c1506b7e2,0.20476432986678444,0.3545447454778543,1.0,0.9346666666666666,0.9973333333333333,0.9586666666666667,0.8578153598003033,0.5,21.5,21.18723635141114,427.0,482.0,0.28390768539546735,0.1779688440323373,0.5012527613870964,0.523760070169882,0.0,0.0,0.0,0.0,0.0,0.0,50.0,0.0,0.0,4.5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
50
+ giroux2022-disease-draw2,giroux2022,lora,core_only,5,,2.0,c9ac2355733aaf62165d452aaa3f2a4ee95874fc15e983c8c06cec01a9b0abb5,0.32419184661665207,0.36588315006285926,0.9983333333333333,0.9405555555555556,0.9938888888888889,0.9544444444444444,0.8613529017754651,0.3333333333333333,15.716666666666665,20.154511386335095,438.0,495.0,0.17823549935043598,0.07902948973476966,0.39643909018360535,0.4753930725862121,0.0,0.0,0.0,0.0,0.0,0.0,63.0,0.0,0.0,4.8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
51
+ giroux2022-disease-draw3,giroux2022,lora,core_only,5,,3.0,6e7e31e9963228d5a291268fad234c49a14e285b7afa181e57d8d66d80195a15,0.2914213221387192,0.213264334322415,1.0,0.9709090909090909,0.996969696969697,0.973939393939394,0.8612165134141366,0.2727272727272727,15.63030303030303,16.951152266246496,458.0,480.0,0.1947905017055202,0.12328884719788541,0.4657480400911531,0.574546965278112,0.0,0.0,0.0,0.0,0.0,0.0,27.0,0.0,0.0,4.7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
52
+ giroux2022-disease-draw4,giroux2022,lora,core_only,5,,4.0,df74fb20effc23b7784248bf76e32951803075e492251168f3d5f83dfdec81ea,0.2575259905456889,0.4883353341880966,1.0,0.9693333333333334,0.9993333333333333,0.9933333333333333,0.8683118625307109,0.2,18.519999999999996,21.511770225768277,483.0,447.0,0.4421883183219261,0.20339089787597897,0.6280870820074911,0.5956357335570572,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,4.7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
53
+ ji2025_chili-disease-draw0,ji2025_chili,lora,core_only,5,,0.0,b361deccb2e2b5da9fc4fcf8d3b558dc4ebefa14390ebba15e419ff8c351b9b8,0.4644622125914209,0.4407987171459659,0.9717333333333333,0.6928,0.9552,0.9365333333333333,0.8628671939542232,0.08,26.144000000000002,24.326385304685406,840.0,1066.0,0.35583190024841926,0.13572174683683136,0.21311861411338662,0.2060804786994818,0.0,0.0,0.0,0.0,0.0,0.0,125.0,0.0,0.0,8.5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
54
+ ji2025_chili-disease-draw1,ji2025_chili,lora,core_only,5,,1.0,4b619899a91698c3840bd1333f6311e2c8fab322cc039b040884fb48acbe15f9,0.4032600385662839,0.4723223144793971,0.9887179487179487,0.8746153846153846,0.985897435897436,0.9117948717948718,0.879900442491584,0.11538461538461539,30.179487179487175,27.72606893087301,1485.0,1019.0,0.2519884314291804,0.18980477682837235,0.20791984755382747,0.19712223190909817,0.0,0.0,0.0,0.0,0.0,0.0,243.0,0.0,0.0,8.9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
55
+ ji2025_chili-disease-draw2,ji2025_chili,lora,core_only,5,,2.0,fa20d986ff3869bc9b0a15ab6f16bae3a01a5f09a515f0a961146219c92595b4,0.5889715812657821,0.46303386174275474,0.9669230769230769,0.5264102564102564,0.9433333333333334,0.8635897435897436,0.8410331531061308,0.07692307692307693,15.507692307692308,27.487306723551026,750.0,1110.0,0.31742896536065995,0.11978041778733481,0.263723888008903,0.20893883944397995,0.0,0.0,0.0,0.0,0.0,0.0,250.0,0.0,5.0,8.8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
56
+ ji2025_chili-disease-draw3,ji2025_chili,lora,core_only,5,,3.0,2840746ddae5b92028a790a02b15c3ca61256bca7a0cf50f8bbd151aa4d9ea62,0.4494866933153665,0.480736250006395,0.98,0.7421333333333333,0.9813333333333333,0.932,0.8700788382131606,0.12,29.61333333333333,26.78051547525648,1013.0,1052.0,0.40606651714837955,0.2286809976632689,0.2577780039471977,0.2082425017470386,0.0,0.0,0.0,0.0,0.0,0.0,75.0,0.0,0.0,7.8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
57
+ ji2025_chili-disease-draw4,ji2025_chili,lora,core_only,5,,4.0,f2d01b9433a50d6169032b65106820dbc52a98c5d2341e1cb66192c345df10ec,0.6561363045083196,0.44729410690921495,0.9844444444444445,0.6491666666666667,0.9788888888888889,0.8563888888888889,0.8495601253596395,0.08333333333333333,10.897222222222224,27.37570630497282,1187.0,1132.0,0.1198787860156891,0.09138271540051561,0.2254541110690231,0.16889276184537988,3.0,1.0,3.0,1.0,0.0,8.0,189.0,8.0,0.0,9.6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
58
+ immicro-healthy-fold0-n5,immicro,raw,canonical_full_reused,5,0.0,,85c04462a9c768c205fc0adfcb0a40e5f94f504a93d6d822944387bc055b65d4,0.47238641254571206,0.16302776481179745,0.9103030303030303,0.403030303030303,0.8803030303030303,0.40424242424242424,0.892590975590131,0.045454545454545456,36.81515151515152,18.503211518737277,1701.0,1976.0,,,,,,,,,,,,,,19.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
59
+ immicro-healthy-fold0-n5,immicro,refcal,canonical_full_reused,5,0.0,,85c04462a9c768c205fc0adfcb0a40e5f94f504a93d6d822944387bc055b65d4,0.15475386729011903,0.16302776481179745,0.8821212121212121,0.16303030303030303,0.9024242424242425,0.28,0.8562066592650703,0.09090909090909091,18.14848484848485,18.503211518737277,2533.0,1976.0,,,,,,,,,,,,,,17.6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
60
+ immicro-healthy-fold0-n5,immicro,pairedcal,canonical_full_reused,5,0.0,,85c04462a9c768c205fc0adfcb0a40e5f94f504a93d6d822944387bc055b65d4,0.22241275521199746,0.16302776481179745,0.9887878787878788,0.7245454545454545,0.9866666666666667,0.9051515151515152,0.878595691675953,0.13636363636363635,12.048484848484847,18.503211518737277,2471.0,1976.0,,,,,,,,,,,,,,6.9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
61
+ immicro-healthy-fold0-n5,immicro,scsemi,canonical_full_reused,5,0.0,,85c04462a9c768c205fc0adfcb0a40e5f94f504a93d6d822944387bc055b65d4,0.2568256469172848,0.16302776481179745,0.7363636363636363,0.08666666666666667,0.8145454545454546,0.31363636363636366,0.6622656812951935,0.13636363636363635,11.887878787878789,18.503211518737277,2056.0,1976.0,,,,,,,,,,,,,,6.7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
62
+ immicro-healthy-fold0-n5,immicro,lora,canonical_full_reused,5,0.0,,85c04462a9c768c205fc0adfcb0a40e5f94f504a93d6d822944387bc055b65d4,0.18047144313256866,0.16302776481179745,0.9945454545454545,0.9075757575757576,0.9975757575757576,0.9915151515151515,0.9015084985704558,0.18181818181818182,14.703030303030303,18.503211518737277,2782.0,1976.0,,,,,,,,,,,,,,7.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
63
+ immicro-healthy-fold0-n10,immicro,lora,core_only,10,0.0,,b76459a585604c60e588279b889094c972e621e2aa6c28ecf5aa163ffe5481bf,0.1601209891577503,0.16302776481179745,0.9942424242424243,0.9093939393939394,0.9951515151515151,0.9921212121212121,0.9061493552582502,0.18181818181818182,14.687878787878784,18.503211518737277,2791.0,1976.0,,,,,,,,,,,,,,10.9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
64
+ immicro-healthy-fold0-n20,immicro,lora,core_only,20,0.0,,52b20ff9322e8bf850bd0092fb61a1ad1bdbf6304ddd2b7b654ef90fe8009e7e,0.12713532029766406,0.16302776481179745,0.9939393939393939,0.9318181818181818,0.9957575757575757,0.9927272727272727,0.9072243904158724,0.22727272727272727,15.736363636363635,18.503211518737277,2769.0,1976.0,,,,,,,,,,,,,,10.5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
65
+ immicro-healthy-fold0-n40,immicro,lora,core_only,40,0.0,,2418da2d8050f3ec761109aa5c1e5da234d88bc8bd7ed5f540dc44c10d046252,0.12619402003264532,0.16302776481179745,0.9945454545454545,0.9287878787878788,0.9960606060606061,0.9918181818181818,0.9071654487371384,0.22727272727272727,15.56363636363636,18.503211518737277,2768.0,1976.0,,,,,,,,,,,,,,10.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
66
+ immicro-healthy-fold1-n5,immicro,raw,canonical_full_reused,5,1.0,,84d7e7a40992a7f24ceb5017c7534e2897d89246de9747c0a683442ad506e155,0.40589901136211565,0.1502983690725227,0.8624242424242424,0.4172727272727273,0.8833333333333333,0.4415151515151515,0.893423979766349,0.18181818181818182,30.415151515151518,15.179849365920914,1746.0,1887.0,,,,,,,,,,,,,,19.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
67
+ immicro-healthy-fold1-n5,immicro,refcal,canonical_full_reused,5,1.0,,84d7e7a40992a7f24ceb5017c7534e2897d89246de9747c0a683442ad506e155,0.1310670534312706,0.1502983690725227,0.9136363636363637,0.18666666666666668,0.9072727272727272,0.32484848484848483,0.8557083766795912,0.09090909090909091,14.469696969696974,15.179849365920914,2591.0,1887.0,,,,,,,,,,,,,,17.6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
68
+ immicro-healthy-fold1-n5,immicro,pairedcal,canonical_full_reused,5,1.0,,84d7e7a40992a7f24ceb5017c7534e2897d89246de9747c0a683442ad506e155,0.26369143537952405,0.1502983690725227,0.9760606060606061,0.7148484848484848,0.9906060606060606,0.8951515151515151,0.8752945639234562,0.09090909090909091,9.272727272727275,15.179849365920914,2450.0,1887.0,,,,,,,,,,,,,,6.9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
69
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