{"id":"W2774970315","doi":"10.5489/cuaj.5100","title":"Supplementary data: Prostate-specific antigen testing for prostate cancer screening: A national survey of Canadian primary care physicians’ opinions and practices","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"Health Canada; Prostate Cancer Canada; Public Health Agency; Public Health Agency of Canada; Canadian Urological Association","keywords":"Prostate-specific antigen; Medicine; Primary care; Prostate cancer screening; Prostate; Prostate cancer; Family medicine; Cancer; Oncology; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002148235,0.0009924845,0.001052832,0.006091739,0.002660229,0.00176428,0.00285742,0.001177858,0.3397739],"category_scores_gemma":[0.03866898,0.0006987996,0.001108019,0.01454709,0.000548016,0.00124585,0.001102536,0.001028371,0.02842644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01331991,"about_ca_system_score_gemma":0.03387345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9348903,"about_ca_topic_score_gemma":0.9503642,"domain_scores_codex":[0.996955,0.0001720948,0.0006741621,0.0002872535,0.001151321,0.0007601493],"domain_scores_gemma":[0.9402171,0.01003108,0.004661981,0.00219505,0.03942457,0.003470115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001397226,0.00009763714,0.03452258,0.0006205837,0.00004726442,0.00005302165,0.0001475033,0.0001579303,0.00003773462,0.000239401,0.9564264,0.007510297],"study_design_scores_gemma":[0.001327192,0.0001227465,0.735927,0.001062358,0.0002280672,0.0003137056,0.002278938,0.001159483,0.0003151812,0.0007340536,0.2563541,0.0001771727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002614043,0.00005079067,0.00005783298,0.0003935779,0.0001348878,0.0001432198,0.9938047,0.00005265643,0.002748345],"genre_scores_gemma":[0.04538782,0.0003517954,0.0021616,0.001317533,0.0002241588,0.001617481,0.9233354,0.0001112148,0.02549317],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3397739,"threshold_uncertainty_score":0.9417324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483985369434304,"score_gpt":0.3561560768532342,"score_spread":0.2077575399098039,"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."}}