{"id":"W2772533782","doi":"10.5489/cuaj.4631","title":"Prostate cancer screening among family physicians in Ontario: An update on attitudes and current practice","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Joseph Brant Hospital; McMaster University","funders":"","keywords":"Overdiagnosis; Medicine; Prostate cancer screening; Family medicine; Task force; Prostate cancer; Rectal examination; Population; Cancer screening; Prostate-specific antigen; Gynecology; Cancer; Internal medicine; Environmental health","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":[0.001062865,0.0001523652,0.0002004125,0.001821919,0.001025879,0.00101887,0.0005165748,0.0004342696,0.002557032],"category_scores_gemma":[0.003711228,0.0002057157,0.0002648422,0.005175309,0.0005497089,0.0009135964,0.0004588884,0.000318019,0.0002543608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0109412,"about_ca_system_score_gemma":0.01753877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9227163,"about_ca_topic_score_gemma":0.9530787,"domain_scores_codex":[0.999198,0.0000638592,0.0000755935,0.00007275748,0.000461514,0.0001281963],"domain_scores_gemma":[0.9946947,0.0005934154,0.001264627,0.00008228553,0.002571338,0.0007936445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005201585,0.00005719191,0.9020181,0.0008267813,0.00003420939,0.0002566514,0.00796426,0.00006091101,0.0003940277,0.00007514493,0.01063307,0.07762758],"study_design_scores_gemma":[0.000004999172,0.00003052384,0.9859299,0.0004171649,0.00001921767,0.0001174068,0.003476318,0.00004571603,0.00003690856,0.00001408727,0.009898622,0.000009101334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947792,0.05616882,0.0003225813,0.01776784,0.0003099952,0.0001312535,0.008966734,0.00007449185,0.02147915],"genre_scores_gemma":[0.9476696,0.04603369,0.000523007,0.001918266,0.0001705411,0.00005379396,0.001678607,0.00001225589,0.001940317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07728368,"threshold_uncertainty_score":0.1554776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036816810285815,"score_gpt":0.3100103739410793,"score_spread":0.2796422058382212,"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."}}