{"id":"W4248908788","doi":"10.1200/jco.2019.37.7_suppl.195","title":"Identification, incidence and clinical outcomes of patients (pts) with hypermutated prostate cancer (PC).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Juravinski Cancer Centre; BC Cancer Agency; Ottawa Hospital; University of British Columbia; Jewish General Hospital","funders":"","keywords":"Medicine; Prostate cancer; Internal medicine; Enzalutamide; Oncology; Androgen deprivation therapy; Microsatellite instability; KRAS; Cancer; Incidence (geometry); Gastroenterology; Genetics; Androgen receptor; Biology; Allele; Microsatellite","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":[0.0002124676,0.0001377586,0.0002288996,0.0005035318,0.0002584553,0.000529372,0.0002361723,0.0003913342,0.001529243],"category_scores_gemma":[0.001108534,0.0001489879,0.0002080088,0.0007094821,0.0002234931,0.0002884178,0.0003356262,0.0003152147,0.0002803486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912045,"about_ca_system_score_gemma":0.0001720061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323422,"about_ca_topic_score_gemma":0.001308562,"domain_scores_codex":[0.9998189,0.00002825265,0.00001939405,0.00006048485,0.0000401889,0.00003279544],"domain_scores_gemma":[0.9994112,0.0001092381,0.0002710775,0.00003176126,0.00004967101,0.0001270301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002231419,0.00001697282,0.9968578,0.000008785042,0.00001727934,0.0002288564,0.00001966123,0.00005774642,0.0004910112,0.00000946134,0.00007980179,0.001989538],"study_design_scores_gemma":[0.00000689148,0.0001884809,0.9975622,0.000002239821,0.00001748065,0.00168062,0.00004718836,0.0002076124,0.0001287526,0.00002261043,0.000133513,0.000002369683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990779,0.0002148599,0.00005393636,0.00002151253,0.000002383643,0.000005270725,0.0003614621,0.000004188169,0.0002584172],"genre_scores_gemma":[0.9994323,0.00004542346,0.00003044534,0.000007869416,0.000005424506,0.000003857744,0.0004028931,8.965132e-7,0.00007089677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001529243,"threshold_uncertainty_score":0.005115867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08544578536697905,"score_gpt":0.5030082362144115,"score_spread":0.4175624508474324,"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."}}