{"id":"W2914276012","doi":"10.1002/9781118312513.ch12","title":"Prostate Cancer Screening","year":2012,"lang":"en","type":"other","venue":"","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Prostate cancer; Prostate cancer screening; Prostate; Cancer; Medicine; Prostate-specific antigen; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009673301,0.0006465048,0.0004557217,0.001746991,0.0005129566,0.001069215,0.0006050268,0.0008281388,0.2646071],"category_scores_gemma":[0.003148135,0.000285512,0.0005707279,0.001614743,0.0001717681,0.0009352601,0.0007433766,0.001178439,0.0963736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049141,"about_ca_system_score_gemma":0.00216993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007727241,"about_ca_topic_score_gemma":0.01682355,"domain_scores_codex":[0.9993836,0.0001084761,0.00003820191,0.00008119027,0.0003345528,0.00005397174],"domain_scores_gemma":[0.9992546,0.000211809,0.00005226577,0.00004340006,0.0003480334,0.00008979205],"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":[0.00001437102,0.00006725994,0.0003378208,0.0003892557,0.000005266021,0.00001766304,0.00002663047,0.00004879751,0.00008183314,0.001914363,0.7878371,0.2092596],"study_design_scores_gemma":[0.000005869371,0.00001689656,0.00232794,0.0005210963,0.000007604597,0.0000829505,0.00003804207,0.00002016168,0.00009487529,0.0006804665,0.9961992,0.000004944246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001035436,0.07539348,0.003018724,0.02217026,0.0125499,0.000555023,0.02071106,0.0007487828,0.8638175],"genre_scores_gemma":[0.004516956,0.09220523,0.004527054,0.009283598,0.005238689,0.0004274576,0.01778374,0.0003146523,0.8657026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2646071,"threshold_uncertainty_score":0.8851991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645483014205419,"score_gpt":0.3101369636296383,"score_spread":0.2836821334875841,"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."}}