{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007027314,0.00009993394,0.0001008606,0.0004361345,0.001801503,0.000563973,0.0003803422,0.0003544005,0.00305453],"category_scores_gemma":[0.002963564,0.000186343,0.0001734585,0.0009479703,0.0007344332,0.0004124382,0.0004344037,0.000246605,0.0001810176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001332,"about_ca_system_score_gemma":0.01148529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8885517,"about_ca_topic_score_gemma":0.9193099,"domain_scores_codex":[0.9992902,0.0001346538,0.0000419084,0.00008208059,0.0002645067,0.000186604],"domain_scores_gemma":[0.9963304,0.0004566575,0.001280054,0.00006338595,0.0007065615,0.001162917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006367594,0.00005457989,0.9655259,0.00008256194,0.00001741315,0.0003103224,0.02001002,0.00006569981,0.0006426101,0.0000681686,0.002200892,0.01095799],"study_design_scores_gemma":[0.000006114612,0.00005635857,0.9857405,0.00005568795,0.000005734595,0.000129729,0.01076098,0.0001076265,0.00005838981,0.00001718934,0.00305337,0.000008418013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951646,0.0004402137,0.0000439017,0.001688986,0.000008688869,0.0000175263,0.0002897413,0.000004941231,0.002341409],"genre_scores_gemma":[0.9985303,0.000377119,0.00007424685,0.0002779685,0.000005321886,0.000007424916,0.00007054702,0.000001402509,0.000655675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114483,"threshold_uncertainty_score":0.2242093,"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."}}