{"id":"W2941265272","doi":"10.1097/01.ju.0000556116.37255.9b","title":"MP41-03 TRENDS IN DIAGNOSIS AND INITIAL MANAGEMENT OF LOCALIZED PROSTATE CANCER: A RETROSPECTIVE POPULATION-BASED TIME SERIES ANALYSIS WITHIN THE PROVINCE OF ONTARIO","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Population; Epidemiology; Cancer; Retrospective cohort study; Gerontology; General surgery; Demography; Family medicine; Surgery; Internal medicine; Sociology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007428936,0.0002408811,0.0004582269,0.001718635,0.0009656078,0.001060974,0.0009710343,0.0004480509,0.003293421],"category_scores_gemma":[0.003404445,0.0005274405,0.0009099871,0.005527755,0.0004486888,0.0005079238,0.0008390917,0.0005654233,0.0006141253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233055,"about_ca_system_score_gemma":0.01486849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9521261,"about_ca_topic_score_gemma":0.9627246,"domain_scores_codex":[0.9986266,0.00008447296,0.0001462623,0.0002146569,0.0006506213,0.0002773833],"domain_scores_gemma":[0.9955636,0.0002675757,0.001598253,0.0002794255,0.001680304,0.0006108017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102877,0.00002368975,0.9894218,0.00008416988,0.0001548328,0.00006557357,0.0004184208,0.0001423973,0.0002133501,0.00006766833,0.005854961,0.003450323],"study_design_scores_gemma":[0.000008204166,0.00001500758,0.998369,0.00002600276,0.00002504181,0.00003180891,0.0002555755,0.0001347504,0.00002433358,0.000008501849,0.001094719,0.000007045666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095085,0.001881045,0.0004315429,0.001445255,0.00004429851,0.0001969032,0.08116671,0.00006879722,0.005256833],"genre_scores_gemma":[0.9708865,0.001519859,0.0002840192,0.0002232514,0.0000387359,0.0001174598,0.02403986,0.00002798706,0.002862356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04787391,"threshold_uncertainty_score":0.09631163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008534615238326566,"score_gpt":0.2667581727166308,"score_spread":0.2582235574783042,"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."}}