{"id":"W3134531349","doi":"10.1200/jco.2021.39.6_suppl.50","title":"Geographic variation in systemic therapy in men age 66 years and older with de novo metastatic castration-sensitive prostate cancer: A population-based study in a single payer health-system.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Centre Hospitalier de l’Université de Montréal; London Health Sciences Centre; Western University; University of Ottawa; McGill University; Princess Margaret Cancer Centre; University of Calgary; University of Alberta; BC Cancer Agency; University Health Network; Ottawa Hospital; Jewish General Hospital","funders":"Janssen Biotech","keywords":"Medicine; Prostate cancer; Androgen deprivation therapy; Abiraterone acetate; Docetaxel; Internal medicine; Enzalutamide; Population; Oncology; Cancer; Prednisone; Systemic therapy; Gynecology; Androgen receptor; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006622362,0.0002883204,0.0004234988,0.00125514,0.001040214,0.0008349992,0.0009773788,0.0005165794,0.001464103],"category_scores_gemma":[0.002325766,0.0004110828,0.0008103861,0.004078545,0.0005560383,0.0005013747,0.0007548857,0.0004821511,0.000203051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004287096,"about_ca_system_score_gemma":0.003146308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7202863,"about_ca_topic_score_gemma":0.7666818,"domain_scores_codex":[0.9990168,0.0001304757,0.0001095197,0.0002946677,0.0002388184,0.0002097463],"domain_scores_gemma":[0.9974746,0.0001931319,0.001415195,0.0001498989,0.0003701157,0.0003969163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002335376,0.00001081047,0.9991979,0.00001068041,0.00004621338,0.00002497392,0.0001475181,0.00002814853,0.00004395956,0.00001292244,0.0001346809,0.0003188799],"study_design_scores_gemma":[0.000003552437,0.00001635281,0.9994183,0.000007176593,0.00001843494,0.00003529281,0.0002473156,0.00009303651,0.000007790586,0.000005788545,0.0001443273,0.000002659493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995842,0.0004649149,0.0001018144,0.0001066847,0.000006024895,0.00003303224,0.002835972,0.000005908723,0.0006035534],"genre_scores_gemma":[0.9985235,0.000160497,0.00007000021,0.00004693035,0.000006858566,0.00001899718,0.001045157,0.000002327056,0.000125655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7202863,"threshold_uncertainty_score":0.5627221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956582054972567,"score_gpt":0.4575031590966921,"score_spread":0.3618449535994354,"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."}}