{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113658,0.0001455035,0.0002882511,0.00002826081,0.0000332211,0.0001681315,0.0001446734,0.00003962042,0.0005158166],"category_scores_gemma":[0.000007524069,0.0001115866,0.00003256146,0.0003573026,0.00002897717,0.0001903143,0.0001443732,0.0002019153,0.00002714861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665551,"about_ca_system_score_gemma":0.00223407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.945691,"about_ca_topic_score_gemma":0.9402601,"domain_scores_codex":[0.9988311,0.00003564244,0.0002338531,0.0003344464,0.0001790469,0.0003859131],"domain_scores_gemma":[0.9995015,0.00006654341,0.00003520412,0.0002124575,0.00003050915,0.00015376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001087897,0.00002249184,0.6304177,0.00007791153,0.0001232238,0.0007887566,0.000396613,0.001551228,0.000001602211,0.0000906855,0.3378976,0.02852343],"study_design_scores_gemma":[0.001373823,0.00007787118,0.7963053,0.002269772,0.00007224851,0.000004554344,0.0001248218,0.007132257,0.0001125504,0.0001529109,0.1922221,0.0001518388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044102,0.01198999,0.000001073929,0.02212389,0.0004071853,0.002112895,0.0000681934,0.00003389095,0.0588527],"genre_scores_gemma":[0.9862757,0.004740532,0.0000515999,0.001376778,0.0003744267,0.0007194385,0.00005331384,0.00003296306,0.006375223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658876,"threshold_uncertainty_score":0.564783,"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."}}