{"id":"W1885721971","doi":"10.5489/cuaj.1067","title":"Does screening for prostate cancer reduce prostate cancer mortality?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Canadian Urological Association; Sunnybrook Health Science Centre","funders":"","keywords":"Prostate cancer; Cancer; Prostate; Medicine; Oncology; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0132429,0.001503718,0.003595326,0.001234675,0.001475465,0.00264642,0.003733417,0.01189547,0.006726305],"category_scores_gemma":[0.08790771,0.0006939228,0.001379888,0.001448624,0.002052827,0.002447349,0.0005601643,0.01585639,0.002515735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003491697,"about_ca_system_score_gemma":0.005441063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120051,"about_ca_topic_score_gemma":0.02095751,"domain_scores_codex":[0.9948229,0.002167812,0.0007165634,0.0006541137,0.001343342,0.0002953736],"domain_scores_gemma":[0.9419662,0.03633672,0.003419051,0.0007512325,0.01446938,0.003057495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001504407,0.00007052986,0.0009285566,0.003034153,0.0004921055,0.0001947134,0.00005662199,0.00007654658,0.00007678604,0.0007356455,0.9486,0.04423],"study_design_scores_gemma":[0.007159189,0.00105487,0.01981702,0.01244755,0.005075209,0.001546554,0.000576889,0.001983759,0.001230324,0.009155336,0.9396552,0.0002981124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008810288,0.1017998,0.0001353696,0.7215885,0.1735849,0.00004758812,0.000347192,0.00004015191,0.001575466],"genre_scores_gemma":[0.01454321,0.05920989,0.0002906313,0.4767114,0.4457214,0.00008354893,0.0001522351,0.00003653291,0.003251183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0132429,"threshold_uncertainty_score":0.07003599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728038055031918,"score_gpt":0.2960776654931348,"score_spread":0.2687972849428156,"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."}}