{"id":"W2762600510","doi":"10.5489/cuaj.4888","title":"Canadian Urological Association recommendations on prostate cancer screening and early diagnosis","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association; University of Ottawa; McMaster University; Impact; Western University; British Columbia Institute of Technology; University of British Columbia; Université de Montréal; University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Prostate cancer; Malignancy; Disease; Cancer; Prostate cancer screening; Modalities; Prostate; Clinical trial; Intensive care medicine; Gynecology; Oncology; Prostate-specific antigen; 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":[0.0130346,0.0010603,0.001398102,0.006840379,0.005084842,0.003068059,0.007642607,0.008675669,0.02819026],"category_scores_gemma":[0.06377447,0.0009483697,0.003068629,0.00723763,0.002218715,0.002030593,0.002159824,0.009489693,0.007590585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02865863,"about_ca_system_score_gemma":0.1784445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8465611,"about_ca_topic_score_gemma":0.9090373,"domain_scores_codex":[0.9743022,0.004446102,0.00235484,0.0007224468,0.0159599,0.002214476],"domain_scores_gemma":[0.9070964,0.007956504,0.003106591,0.001177121,0.07260936,0.008053967],"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":[0.00002329551,0.0000383249,0.0009709936,0.0007824996,0.00003149455,0.00006065733,0.0001146796,0.0001613166,0.00006394447,0.00307161,0.9544797,0.04020143],"study_design_scores_gemma":[0.00009862304,0.00002256293,0.00448132,0.004280325,0.00009689311,0.000204669,0.0001739842,0.0001432449,0.00008352517,0.00256235,0.9877818,0.00007064158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001442684,0.1082517,0.005909075,0.5635297,0.02707335,0.002258939,0.01498662,0.0008722633,0.2756757],"genre_scores_gemma":[0.03981442,0.208187,0.1033952,0.4812657,0.01266675,0.003528068,0.03726013,0.0006935643,0.1131892],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1534389,"threshold_uncertainty_score":0.3086849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741500502456824,"score_gpt":0.2812554945536277,"score_spread":0.2538404895290595,"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."}}