{"id":"W4401934465","doi":"10.5489/cuaj.8711","title":"Navigating prostate cancer screening in Canada for marginalized men through PSA screening and guidelines adherence","year":2024,"lang":"en","type":"letter","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"AbCellera (Canada); University of British Columbia","funders":"","keywords":"Prostate cancer screening; Prostate cancer; Medicine; Prostate-specific antigen; Cancer screening; Cancer; Public health; Indigenous; Prostate; Gynecology; Family medicine; Internal medicine; Nursing; Biology","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":[0.001143806,0.0002328602,0.0004690939,0.0006530365,0.01276457,0.002352569,0.00130852,0.005643966,0.005648879],"category_scores_gemma":[0.008299813,0.0002737237,0.0004598263,0.001219888,0.002286054,0.001103919,0.001292513,0.006983235,0.0004991005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03803263,"about_ca_system_score_gemma":0.09397136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9595058,"about_ca_topic_score_gemma":0.9848436,"domain_scores_codex":[0.9980065,0.0002818562,0.0001156272,0.0001245621,0.0006171517,0.0008542716],"domain_scores_gemma":[0.9934644,0.0008604283,0.0003114515,0.00008814726,0.001930681,0.003344875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00017304,0.0004841987,0.09816767,0.0004773519,0.00005820685,0.01259618,0.007362754,0.0003074621,0.0008451737,0.004058832,0.7724096,0.1030595],"study_design_scores_gemma":[0.000458853,0.0005557799,0.28721,0.004196523,0.0002611558,0.01606647,0.04337635,0.003935057,0.0006044206,0.01067719,0.632275,0.000383204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02860735,0.003207806,0.000135104,0.9448835,0.001799176,0.00009697003,0.0001885152,0.00003540249,0.02104614],"genre_scores_gemma":[0.3400975,0.0090773,0.001109011,0.6312293,0.003347354,0.0001615475,0.0002247998,0.00004520912,0.01470797],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0404942,"threshold_uncertainty_score":0.2759474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05313930475126041,"score_gpt":0.322722717807446,"score_spread":0.2695834130561856,"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."}}