{"id":"W4402924000","doi":"10.1155/2024/2988289","title":"Patient Demographics and Major Adverse Cardiovascular Events after Androgen Deprivation Therapy for Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"Advances in Urology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mace; Medicine; Androgen deprivation therapy; Prostate cancer; Demographics; Proportional hazards model; Internal medicine; Retrospective cohort study; Demography; Oncology; Cancer","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":[0.001548082,0.0001592644,0.0002820416,0.0007287001,0.0002239749,0.00061386,0.0002606629,0.0002551789,0.0009907944],"category_scores_gemma":[0.006940955,0.0001167109,0.0004725955,0.001442424,0.000212503,0.00044649,0.0002737141,0.0005290625,0.0001371341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319281,"about_ca_system_score_gemma":0.0003988517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383921,"about_ca_topic_score_gemma":0.002643929,"domain_scores_codex":[0.9985902,0.0005402045,0.0002409754,0.0002505733,0.0002863854,0.00009163139],"domain_scores_gemma":[0.9902325,0.002576778,0.005901506,0.0003276381,0.0005027635,0.0004587564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001931443,0.00001738845,0.9959388,0.00006238555,0.000146958,0.00002972548,0.00001611432,0.0001127546,0.00004321746,0.00003309252,0.0003057581,0.0031006],"study_design_scores_gemma":[0.00001042292,0.0001097586,0.9984784,0.00002297444,0.00004635276,0.0003142761,0.00003347738,0.0002134986,0.00004630831,0.00006701362,0.0006511299,0.000006506333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827585,0.005279112,0.0005275427,0.0004985827,0.00004432478,0.00005156801,0.009195246,0.00001743831,0.001627736],"genre_scores_gemma":[0.9968358,0.00058623,0.0001821766,0.0001071704,0.00003859356,0.00003118131,0.002137562,0.000002663867,0.00007867545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001548082,"threshold_uncertainty_score":0.008187115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004207644376627922,"score_gpt":0.246845033470025,"score_spread":0.242637389093397,"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."}}