{"id":"W2321546038","doi":"10.1158/1538-7445.am2013-sy03-01","title":"Abstract SY03-01: Genotypic and phenotypic features of de novo and acquired resistance to cancer therapies.","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Drug resistance; Cancer; Cellular adaptation; Epigenetics; Drug; Biology; Medicine; Acquired resistance; Bioinformatics; Genetics; Pharmacology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002405938,0.0003870536,0.0003462122,0.0006337101,0.0003174225,0.0005551735,0.0004263296,0.0006287058,0.01095803],"category_scores_gemma":[0.0004421041,0.0001755044,0.0002853952,0.000506439,0.0004590135,0.0002085838,0.0003450419,0.0006483451,0.002528391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285189,"about_ca_system_score_gemma":0.0002644549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006192721,"about_ca_topic_score_gemma":0.0003838429,"domain_scores_codex":[0.9998142,0.00004016649,0.00002043402,0.00004123419,0.00003379417,0.00005021956],"domain_scores_gemma":[0.9996758,0.00007542306,0.00007471624,0.00003115032,0.00004037398,0.0001026058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005385831,0.002040923,0.07788315,0.0002353531,0.00009316,0.02958986,0.000369637,0.0004873351,0.8156369,0.00461564,0.01642254,0.04723972],"study_design_scores_gemma":[0.000803533,0.01523038,0.6644967,0.0001187245,0.0001474007,0.1679806,0.0009082786,0.006433793,0.09795893,0.003680225,0.04212387,0.0001176789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820042,0.001070081,0.0006931777,0.0006369491,0.0001446528,0.00009147664,0.003137823,0.0001085682,0.01211297],"genre_scores_gemma":[0.98835,0.0003566578,0.0005961624,0.0003600033,0.00005585796,0.00005777344,0.003745662,0.00004762231,0.006430328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095803,"threshold_uncertainty_score":0.03665829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563630263208341,"score_gpt":0.3387904739837322,"score_spread":0.3131541713516488,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}