{"id":"W2892255893","doi":"10.1200/jco.2018.36.15_suppl.4540","title":"Association of circulating tumor (ct)-DNA genomic alterations (GA) with outcomes in metastatic urothelial carcinoma (mUC).","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Oncology; Proportional hazards model; Gene; ARID1A; Exon; Cancer; Genetics; Mutation; Biology","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":[0.0002325782,0.0001155123,0.0001502539,0.0002812409,0.0001560346,0.0002622061,0.0001536494,0.0002116243,0.00133188],"category_scores_gemma":[0.001142657,0.00008914644,0.0001132906,0.0003524233,0.0001638245,0.0001781403,0.00026045,0.0002841046,0.0001475482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410411,"about_ca_system_score_gemma":0.0001685455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172425,"about_ca_topic_score_gemma":0.001677719,"domain_scores_codex":[0.9998587,0.00002566973,0.00001517583,0.00004359727,0.00002783949,0.00002894455],"domain_scores_gemma":[0.9992699,0.0001631099,0.000313638,0.00003753464,0.00004713261,0.0001686542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002889879,0.00001548846,0.9969943,0.00001038429,0.00001038198,0.00008557209,0.00001659699,0.00004338734,0.0006669912,0.000006540963,0.00005021757,0.001811058],"study_design_scores_gemma":[0.000009095237,0.0002793821,0.9981248,0.000004047272,0.00001809197,0.0008255551,0.00003796468,0.000246191,0.0002892707,0.00002004318,0.0001442321,0.000001355925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993203,0.0002021383,0.00005749914,0.00001630785,0.000001296256,0.000003023181,0.000259748,0.000003004705,0.0001367587],"genre_scores_gemma":[0.999711,0.0000255301,0.00003290963,0.000004791414,0.000001968092,0.000001961111,0.0001800806,6.248553e-7,0.00004105991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00133188,"threshold_uncertainty_score":0.004455507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04896137684477809,"score_gpt":0.3893823247653211,"score_spread":0.340420947920543,"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."}}