{"id":"W4400017736","doi":"10.1001/jamanetworkopen.2024.18475","title":"Prostate Cancer Among Black Men in Canada","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Medical Association; Prostate Cancer Canada; University of Alberta","funders":"","keywords":"Prostate cancer; Medicine; Ethnic group; Prostate cancer screening; Cancer; Prospective cohort study; Demography; Referral; Health equity; Incidence (geometry); Gynecology; Gerontology; Prostate-specific antigen; Internal medicine; Family medicine; Public health; Pathology","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":[0.0004434579,0.0002947002,0.0003749852,0.001465644,0.004079519,0.0009627118,0.0008060149,0.0003819806,0.004537234],"category_scores_gemma":[0.001056409,0.0002748333,0.0004379961,0.003359647,0.0005302684,0.0003421077,0.0008375978,0.0006031736,0.0003319628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01307878,"about_ca_system_score_gemma":0.03097008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867889,"about_ca_topic_score_gemma":0.9945352,"domain_scores_codex":[0.9993597,0.00003990218,0.00002179306,0.0000979561,0.0002400942,0.0002405795],"domain_scores_gemma":[0.9993038,0.00002922477,0.0001465902,0.00001884702,0.0002633542,0.0002380242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005665144,0.00003946909,0.9848372,0.00008703059,0.00004568981,0.0001248514,0.0004259337,0.00006587902,0.0002574292,0.000166018,0.003573943,0.01032],"study_design_scores_gemma":[0.00001397897,0.00002223118,0.9946083,0.0001062522,0.00004854712,0.0001534989,0.001240044,0.000198105,0.00008141835,0.0001147745,0.003399286,0.00001344983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661452,0.004856068,0.0003913242,0.002459607,0.0001234804,0.0002031395,0.01272959,0.00006017266,0.0130314],"genre_scores_gemma":[0.9932881,0.001824856,0.0003551445,0.000603526,0.00002974143,0.00004144405,0.001774786,0.000009212138,0.002073245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321107,"threshold_uncertainty_score":0.09489369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496217194886758,"score_gpt":0.2835428603920293,"score_spread":0.2685806884431617,"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."}}