{"id":"W4307210283","doi":"10.1503/cmaj.220452","title":"Prostate cancer screening in Black men in Canada: a case for risk-stratified care","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Queensway-Carleton Hospital","funders":"","keywords":"Prostate cancer; Medicine; Cancer; Prostate; Disease; Oncology; Gynecology; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001755192,0.0004051182,0.0006316651,0.001108955,0.00772926,0.002835657,0.003247341,0.00266705,0.004924031],"category_scores_gemma":[0.009828418,0.0003413697,0.001140704,0.002865225,0.001660384,0.00140593,0.001694998,0.003756945,0.0002033137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04119185,"about_ca_system_score_gemma":0.0932975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801165,"about_ca_topic_score_gemma":0.988951,"domain_scores_codex":[0.9965734,0.0004587766,0.0001096268,0.0003064385,0.001127291,0.001424379],"domain_scores_gemma":[0.9956402,0.000486374,0.0007379845,0.0001594197,0.001750727,0.001225353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003729096,0.0003722398,0.8636149,0.000271087,0.0002299637,0.00258031,0.00260091,0.000847615,0.000314817,0.02311265,0.050235,0.05544762],"study_design_scores_gemma":[0.0001992479,0.0001939889,0.9197042,0.002354443,0.001115413,0.004042837,0.02285752,0.01175002,0.0002440239,0.01735427,0.02002329,0.0001607878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6243323,0.01801145,0.002180118,0.2798359,0.001054067,0.0008316887,0.004308038,0.0001041261,0.06934227],"genre_scores_gemma":[0.9795744,0.005108174,0.002764926,0.009009518,0.0003020258,0.0001062095,0.0008340828,0.00002769965,0.002273044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04119185,"threshold_uncertainty_score":0.2988692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254041819336957,"score_gpt":0.2623259436359575,"score_spread":0.2497855254425879,"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."}}