{"id":"W2050235096","doi":"10.5489/cuaj.11290","title":"Prostate cancer screening: Attitudes and practices of family physicians in Ontario","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Prostate cancer screening; Medicine; Family medicine; Prostate cancer; Rectal examination; Cancer screening; Gynecology; Prostate-specific antigen; Cancer; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751337,0.0000843341,0.0002220371,0.00009353694,0.00006781398,0.00002518708,0.00003115748,0.00008348509,0.000109821],"category_scores_gemma":[0.0001571645,0.00006641277,0.0000438572,0.00009525009,0.0000243088,0.0001855615,0.000008129084,0.0003368353,0.000002040014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278277,"about_ca_system_score_gemma":0.0004818137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1813308,"about_ca_topic_score_gemma":0.3005242,"domain_scores_codex":[0.9991081,0.00005859522,0.0002121875,0.00009750006,0.0001766483,0.000347007],"domain_scores_gemma":[0.9990055,0.00008585672,0.0004272825,0.00004418956,0.0001093272,0.0003278352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004581169,0.0001122324,0.9921026,0.000006286185,0.0001031479,0.00001899913,0.0006954001,0.00001260123,0.0000756874,0.00003407699,0.0009099331,0.005883264],"study_design_scores_gemma":[0.0008353877,0.0002035035,0.9738926,0.00005523526,0.0000679408,0.00001770186,0.0001215008,0.000006045914,0.00003828545,0.00003866626,0.02466238,0.00006077105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857571,0.002796978,0.0000017585,0.01052252,0.0001182913,0.000167419,0.00001917057,0.000003987036,0.0006127931],"genre_scores_gemma":[0.9966356,0.0007988174,0.0002198641,0.001969927,0.0001326208,0.0000207447,0.000007066883,0.000005777863,0.0002096129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191934,"threshold_uncertainty_score":0.8241208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128055501552287,"score_gpt":0.3064715388567995,"score_spread":0.2651909838412766,"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."}}