{"id":"W2122186861","doi":"10.1503/cmaj.141252","title":"Prostate cancer screening: going beyond the clinical evidence","year":2014,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Guideline; Task force; Prostate-specific antigen; Prostate cancer screening; Prostate cancer; Medicine; Family medicine; Evidence-based medicine; Test (biology); Gynecology; Cancer; Alternative medicine; Internal medicine; Pathology; Political science","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":[0.02067031,0.001263989,0.003364687,0.004282411,0.003205511,0.007587256,0.004036597,0.03342927,0.02396679],"category_scores_gemma":[0.1074087,0.001158345,0.002371216,0.002642624,0.007952784,0.0186554,0.005187161,0.0535906,0.02222607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069242,"about_ca_system_score_gemma":0.01617564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160982,"about_ca_topic_score_gemma":0.02945142,"domain_scores_codex":[0.9698648,0.01182462,0.003674597,0.001503689,0.01213212,0.001000035],"domain_scores_gemma":[0.8931314,0.07094,0.004597391,0.002278136,0.02004628,0.009006814],"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":[0.00001566047,0.00001119357,0.00006363582,0.0003554978,0.00001427609,0.0001776218,0.0000443802,0.00002091887,0.00005084553,0.002327904,0.9739482,0.02296988],"study_design_scores_gemma":[0.0000782129,0.0000460345,0.0003744481,0.007225693,0.00003561941,0.001041974,0.0001746847,0.0001798438,0.00006162505,0.02668377,0.9640476,0.00005055288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00003260383,0.01169782,0.0002089472,0.9742754,0.009725197,0.00001855251,0.00007781063,0.00003071856,0.003933096],"genre_scores_gemma":[0.001200065,0.02276581,0.001077659,0.9168554,0.05339236,0.00004461752,0.0001454475,0.0000556685,0.004463031],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03342927,"threshold_uncertainty_score":0.1093163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737494997018088,"score_gpt":0.3437335474303989,"score_spread":0.296358597460218,"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."}}