{"id":"W3211281229","doi":"10.1016/j.euo.2021.09.006","title":"Epidemiology and Prevention of Prostate Cancer","year":2021,"lang":"en","type":"review","venue":"European Urology Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":609,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"World Health Organization","keywords":"Medicine; Incidence (geometry); Epidemiology; Prostate cancer; Family history; Disease; Demography; Mortality rate; Cancer; Diabetes mellitus; Cumulative incidence; Internal medicine","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":[0.001196792,0.001130971,0.00267209,0.003957846,0.0002691351,0.001345706,0.001159937,0.001390613,0.005966632],"category_scores_gemma":[0.003291116,0.0005009775,0.001950339,0.005880035,0.0004821079,0.001149524,0.0008776798,0.001776237,0.001071229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449835,"about_ca_system_score_gemma":0.003732619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204337,"about_ca_topic_score_gemma":0.02004163,"domain_scores_codex":[0.9993024,0.000175278,0.0001355097,0.0001144284,0.0002212904,0.00005095153],"domain_scores_gemma":[0.9985722,0.0008045383,0.0003284625,0.00002695408,0.0002088886,0.00005889918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000143436,0.00007399746,0.001569858,0.1414349,0.001166723,0.00009200758,0.00006171703,0.0005899044,0.000191398,0.002482899,0.03189947,0.8202937],"study_design_scores_gemma":[0.0001420211,0.0003232692,0.01535174,0.1690621,0.006053259,0.001310729,0.0002507932,0.0003389196,0.0002285075,0.004119748,0.8027293,0.00008963849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002601111,0.9995891,0.00001854054,0.0001110861,0.00008231449,0.000002536446,0.00002393618,0.000001612785,0.0001448491],"genre_scores_gemma":[0.0003028073,0.9994186,0.00003774664,0.00008559549,0.00007580353,0.000002601475,0.00002014623,3.560095e-7,0.00005634605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01204337,"threshold_uncertainty_score":0.02394652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063804137201532,"score_gpt":0.4300278041064705,"score_spread":0.3236473903863172,"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."}}