{"id":"W2480427128","doi":"10.1158/1538-7445.am2016-128","title":"Abstract 128: Comprehensive molecular characterization of 412 muscle-invasive urothelial bladder carcinomas: final analysis of The Cancer Genome Atlas (TCGA) project","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Biology; HRAS; Cancer research; PTEN; Bladder cancer; ARID1A; Cancer; KRAS; APOBEC; CDKN2A; Gene; Colorectal cancer; Mutation; Genetics; PI3K/AKT/mTOR pathway; Genome","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":[0.0007517192,0.0004560678,0.0005869203,0.002584223,0.0005382662,0.0007302928,0.0005916852,0.0003625759,0.002456811],"category_scores_gemma":[0.001158799,0.0002117272,0.000612021,0.003046433,0.0001741503,0.0001860925,0.000826512,0.0002678794,0.000811253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198516,"about_ca_system_score_gemma":0.000870314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008263001,"about_ca_topic_score_gemma":0.01109464,"domain_scores_codex":[0.9995173,0.00006928459,0.00005278852,0.0001408672,0.0001485544,0.00007121312],"domain_scores_gemma":[0.9994612,0.00008975718,0.00007920621,0.0001335434,0.0001750975,0.00006112461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001471939,0.0001172915,0.6984865,0.001198123,0.001429179,0.001502318,0.0003595867,0.002960461,0.1754256,0.0005977884,0.02244969,0.09400145],"study_design_scores_gemma":[0.00006810609,0.0001157452,0.9461008,0.00006445924,0.0007245429,0.002376736,0.0001102761,0.001826438,0.02652137,0.0003363827,0.02173069,0.00002434593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963318,0.003274923,0.006956073,0.0002956517,0.00002602475,0.000213545,0.08690668,0.000679009,0.005316214],"genre_scores_gemma":[0.8822954,0.0009771214,0.006146387,0.0001522826,0.00001829992,0.0002972306,0.1078785,0.0001753162,0.002059524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008263001,"threshold_uncertainty_score":0.01642978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012488343088136,"score_gpt":0.3855040094570434,"score_spread":0.2842551751482298,"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."}}