{"id":"W2613439971","doi":"10.1634/theoncologist.2016-0415","title":"Overall Survival and Clinical Characteristics of BRCA-Associated Cholangiocarcinoma: A Multicenter Retrospective Study","year":2017,"lang":"en","type":"review","venue":"The Oncologist","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Internal medicine; Retrospective cohort study; Oncology; Germline mutation; Cancer; Family history; Gastroenterology; Mutation; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001656958,0.000492183,0.004251034,0.0000839389,0.0002680821,0.0000585394,0.0004445342,0.0003697868,0.00002168306],"category_scores_gemma":[0.00172793,0.0002863795,0.0008105391,0.00009872433,0.000799141,0.00004307849,0.0005384643,0.001017308,0.00001740447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003993873,"about_ca_system_score_gemma":0.0003480015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003892421,"about_ca_topic_score_gemma":0.0003694791,"domain_scores_codex":[0.9968914,0.0006063944,0.001163547,0.0006050038,0.0003814144,0.0003522893],"domain_scores_gemma":[0.9964367,0.0005876708,0.001532772,0.001063115,0.0002563827,0.0001234174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000267542,0.001908729,0.7405941,0.002037527,0.003916485,0.0002835883,0.0005255997,1.766438e-9,1.292054e-7,0.00002782375,0.001445323,0.2489931],"study_design_scores_gemma":[0.002784407,0.001640298,0.8509332,0.001949214,0.007138746,0.00002389206,0.0001761209,0.000001076989,2.642431e-8,0.000004877728,0.1351163,0.0002318068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03335736,0.9589632,5.574302e-7,0.0001769419,0.001109209,0.002778662,0.0002244355,0.0000495576,0.003340111],"genre_scores_gemma":[0.2179115,0.7802305,0.000008919825,0.00004448007,0.0005698621,0.00007497235,0.00006039245,0.00004670443,0.00105269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2487613,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001530791259961,"score_gpt":0.4553380343336708,"score_spread":0.2551849552076747,"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."}}