--- a/test-data/train/clin	Mon Jun 30 17:19:21 2025 +0000
+++ b/test-data/train/clin	Fri Jul 04 14:57:52 2025 +0000
@@ -1,921 +1,921 @@
-sample,Crizotinib,Erlotinib,Irinotecan,Lapatinib,Nilotinib,Paclitaxel,Palbociclib,PD-0325901,PLX4720,Selumetinib,Sorafenib,Topotecan,OS_MONTHS,OS_STATUS
-source_dataset:NCI-H1770,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,43.1,1:DECEASED
-source_dataset:KM12,0.253542275169827,0.113994160484336,0.0742822815015893,0.0429820009390036,0.107209858162004,0.0704101784264294,0.267770471939332,0.159832031329315,0.0089754680069798,0,0.127609568622519,0.142865276466136,240.7,0:LIVING
-source_dataset:Kelly,0.0798387095208873,0.0926893742438769,0.173013039987695,0.101237703906914,0,0.0104624513720856,0.0898392517986342,0.060911679498632,0.00501684148930492,0.073373861381777,0.130170998278001,0.46903463855175,144.3333333,0:LIVING
-source_dataset:WSU-DLCL2,NA,0.0712472440111968,0.320791588631048,0.075583344695118,0.0566156129514686,0.1251308081892,0.280535976167446,0.00229711795728817,0.222030383410802,NA,0.0692838823668002,NA,157.5333333,0:LIVING
-source_dataset:VMRC-RCZ,0.00439944306258545,0.0788264548067618,0.00472434921407532,0.0374860112109303,0,0,0.0427801906206174,0.0383337227413034,0.0716181557165881,0.0355712355433095,0.00702041862940043,0.0496543874808994,78.7,0:LIVING
-source_dataset:NCI-H2810,0.100349825443384,NA,0.142990095481615,NA,NA,NA,NA,0.0403945820817186,0.0373131064748271,0.125512734099215,NA,0.302095879126078,126.6666667,1:DECEASED
-source_dataset:Caki-1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,111,0:LIVING
-source_dataset:BB65-RCC,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,85.73333333,1:DECEASED
-source_dataset:CA46,0.0014836585749416,0.060209392888273,0.0982361203431573,0.153541787409306,0.0364880167353971,0.017353135135241,0.0987147315665915,0.0328606125015914,0.0613456077986809,0,0.148371612163237,0.136444408332251,170.8666667,0:LIVING
-source_dataset:NB(TU)1,0.0183000105738514,0.112469509484137,0.0934125004649796,0.100393268497024,0.051794993610324,2.96987950035085E-16,0.178847597660038,0.190320453138889,0.000802305363319076,0.392653469603823,0.0880151929965022,0.31628423085018,125.6,1:DECEASED
-source_dataset:NCI-H28,0.110541730531776,0.146562151339564,0.0321330174534193,0.0997984073393081,0.0279453662581887,0,0.255436122432369,0.0923759567359449,0.02858073731996,0.0409939242963945,0.0199917979001204,0.111327681732459,138.3333333,0:LIVING
-source_dataset:A-704,0.118008145616614,0.0470571542875395,0.142427763365562,0.0635334577085759,0.112364715745615,0.00376076522621416,0.0930048340888921,0.0395032603987703,0.0816282016406401,0.0337644599588087,0.108355692202339,0.0952555225256304,256,0:LIVING
-source_dataset:C32 [Human melanoma],0.0345773709623989,0.065620750366615,0.132619433213006,0.00779837913894595,0.0465478218296898,0,0.0651582070145086,0.382092565090217,0.31887745203201,0.4406039046368,0.0250336462655307,0.323631553277508,58.66666667,1:DECEASED
-source_dataset:SW1463,0.0239455360650954,0.148997158031401,0.0994807758806709,0.163907424238169,0.00524820235804001,0.0223518540166035,0.176702936008273,0.15204669548728,0.0423852040911128,0.172151370740176,0.0914584929232963,0.1664640804271,195.5333333,0:LIVING
-source_dataset:NCI-H211,0.0258940850956053,0.0427341905043995,0.18843664333191,0.120845509791877,0.010433896017643,0.123756430652602,0.271016748896732,0.138539034251607,0.00793014606523632,0.0168112607667866,0.148764558287982,0.210533512753385,60.26666667,1:DECEASED
-source_dataset:CTB-1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,32.03333333,1:DECEASED
-source_dataset:SNG-M,0.0921650350324685,0.0731774351510269,0.0186446363452908,0.0394328147427676,0.0377503453449762,0.0519377010044006,0.0617394670899124,0.0293855840199477,0.0385765468020728,0,0.0343428092250767,0.08341110973931,144.4666667,0:LIVING
-source_dataset:CHP-126,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,83.53333333,1:DECEASED
-source_dataset:KTCTL-1M,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,35.36666667,1:DECEASED
-source_dataset:TE-5,0.0366813622057351,0.0574097299569007,0.0900076465298708,0.130231207554743,0.0135790823280882,0.00550210637972626,0.0740220544327983,0.0516114057215029,0.0257467919008146,0.0215053471124296,0.0480948022894985,0.269357832183848,143.6,1:DECEASED
-source_dataset:EB3 [Human Burkitt lymphoma],0.117845871001186,0.00697922458387849,0.106795119795463,0.116074591596646,0.0631158564519489,0,0.0954416861004747,0.00298691681633243,0.00127045637403672,0,0.111466187376426,0.258718428876902,23.9,0:LIVING
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-source_dataset:EFM-19,0.03450227797394,0.00270046508680925,0.0123275685333175,0.111273484314508,0.0328251131974957,0.152556928876367,0.101701854703237,0.00966989738090068,0.0824729248083269,0.0576780082720597,0.0889303149203382,0.142147567259493,204.2,1:DECEASED
-source_dataset:MHH-PREB-1,0.00560166863353726,0.0845859251173788,0.124041599162577,0.0870321210679636,0.0140002686122394,0.0410443160009252,0.164759240313728,0.00573020012586485,0.0485477027348424,0,0.114781878363679,0.175871661818716,21.06666667,1:DECEASED
-source_dataset:PA-1,0,0.126645238104914,0.153479384552727,0.0827683146362719,0,0.0368138583217264,0.149891297763914,0.0385156889926094,0.0955414333587079,0.040471716915113,0.139281692769646,0.352964942836964,155.4,0:LIVING
-source_dataset:ME-1 [Human leukemia],0,0.00638516115271301,0.0581620478735128,0.00724738991691955,0.00628943415801405,0.00426349411285832,0.0555661065270014,0.200509072033167,0.00732204459170311,0.185049655765616,0.0874726675508334,0.151564360094103,205.7333333,0:LIVING
-source_dataset:NCI-H196,0.03082105580162,0.10600839913528,0.0181594541870985,0,0,0,0.0908357643658376,0.000693747553077939,0.0558783983888229,0.0195623464522077,0.0368678686825519,0.0149860784990341,38.03333333,1:DECEASED
-source_dataset:A-673,0.00108054110173567,0.055179000489131,0.354270675906642,0.0217881855073444,0,0.12984374629934,0.143967992292495,0.0947711912329061,0.0404369917098152,0.0786268292761396,0.0762308207200617,0.52071544733925,173.6,1:DECEASED
-source_dataset:JVM-2,0.0479265062405519,0.0638842930736179,0.28865626571462,0.0657449857889388,0.088887509206207,0.136040681478755,0.345728922498992,0.114501359976157,0.117380375044886,0.126188427451124,0.114314218504868,0.479027131463465,16.73333333,1:DECEASED
-source_dataset:AM-38,0.0536457452386115,0.00968497096556029,0.180237741723468,0.0228716412381702,0,0.00975929772603706,0.0883876210933476,0.272347278886785,0.180221756810487,0.124625323515681,0.0913658770095074,0.329343604944104,63.2,1:DECEASED
-source_dataset:NCI-H345,0.0687254248657827,NA,NA,NA,NA,NA,0.0312769150331269,0.103404234862909,NA,0,NA,0.00871513370956219,225.5,0:LIVING
-source_dataset:NCI-H841,0.053574457063515,0.112861159454981,0.0547369690270067,0.106811550614197,0.035399468561401,0.0393198788940025,0.0633116587135247,0,0.025105441761682,0.0932090911099185,0.084240823865105,0.158999749405044,50.76666667,1:DECEASED
-source_dataset:SK-N-SH,NA,0.0525748988375155,0.254991347186096,0.089171084873008,0.0295310821329998,0,0.103937217097206,0.0249456825337022,0.0257794001005369,NA,0.108236511789003,NA,68.2,1:DECEASED
-source_dataset:Ishikawa (Heraklio) 02 ER-,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,24.9,1:DECEASED
-source_dataset:BICR 31,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,115.3,0:LIVING
-source_dataset:MOLM-13,0.130247821325521,0.214342993596823,0.4476094588001,0.0749067058335512,0.0467027081886607,0.181179803898745,0.464050807900859,0.149864945863373,0.0222222347149344,0.158692555035458,0.958958815223193,0.569303732144603,90.8,1:DECEASED
-source_dataset:NCI-H2342,NA,0.0755230221011622,0.00300739581944826,0.00730118878299079,0.0266562039962546,0,0.0485081072332211,0.0294454587248274,0.05042168957277,NA,0.204788840542511,NA,76.13333333,1:DECEASED
-source_dataset:HuCC-T1,0.0507443202763358,0.15750441624725,0.104568766890444,0.178734875500363,0.103323224637988,0.134962038663971,0.0546791594987109,0.229633002923161,0.0886952355157449,0.181967958774021,0.146542819955029,0.123582108033019,108.1666667,0:LIVING
-source_dataset:C-33 A,0.0630337622238665,0.0934427645635586,0.188426937606088,0.143746999187892,0.0319701705352335,0.0603329467756193,0.0464606617116402,0.0721911781726206,0.106576454337409,0.122187012693371,0.153421704207624,0.312937278127398,176.6,0:LIVING
-source_dataset:LOX-IMVI,0.0835735781666339,0.120280559181888,0.184587182809544,0.0898363602129966,0,0.109813395354437,0.117291104030206,0.180008087277961,0.170242789207695,0.26651010625017,0.0452648304368062,0.482072801866741,44.76666667,1:DECEASED
-source_dataset:SaOS-2,0.0341563942465052,0,0.108860813297106,0.0380027008924374,0.00212518503635497,0.0167745387026029,0.0589525935446958,0.0267087354951326,0.030177782586067,0.0360774242461995,0.0812958848315628,0.324839635358458,150.5666667,0:LIVING
-source_dataset:FU-OV-1,NA,0.0949714158265014,0.00452110162814705,0.128700863299832,0.1081587353784,0.0137397635368294,0.0564058496058183,0.127099586083634,0,NA,0.0177399162719194,NA,149.4,0:LIVING
-source_dataset:NCI-H748,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,171.6333333,1:DECEASED
-source_dataset:L-540,0.0522315889642514,0,0.263368130050943,0.083303555872629,0.0374609371080811,0.0151783663232376,0.0374475129374788,0.0329792290354737,0.0599647335597436,0,0.135782902323365,0.506889472991247,42.96666667,1:DECEASED
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-source_dataset:NCI-H630,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,89.96666667,0:LIVING
-source_dataset:HeLa,0.0173636616675455,0.00244324961605685,0.0378144991546205,0.0267015391984871,0.0855025014242918,0.0759989736999507,0.0718262653316272,0.0117641308889242,0.021366983905402,0.0111842368396232,0.0840343149624429,0.0741861001093092,128.5333333,0:LIVING
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-source_dataset:SCaBER,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,35.23333333,1:DECEASED
-source_dataset:RKO,0.0622786552532289,0,0.0720049092788532,0.0127790708145867,0.07808210136027,0.0387963057661364,0.119129244786476,0.136798921068002,0.108075827503802,0.0303610257720739,0.0894273249215849,0.305398339340396,164.3333333,0:LIVING
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-source_dataset:D-566MG,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,188.3666667,0:LIVING
-source_dataset:Lu-134-A,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,174.5666667,1:DECEASED
-source_dataset:PEO1,0,0.0514665954698071,0.0345269579176818,0.0473678061612004,0,0.0032591630788621,0.0975007334684734,0.102424017927717,0.0271677044508502,0.0917437793067788,0.00807740919036537,0.347839282900094,74.1,1:DECEASED
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