{"id":"W2094568070","doi":"10.1002/ijc.1621","title":"Should we start population screening for prostate cancer? Randomised trials are still needed","year":2001,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Medicine; Prostate cancer; Population; Cancer; Prostate cancer screening; Prostate; Gynecology; Intensive care medicine; Oncology; Prostate-specific antigen; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0518605,0.002424323,0.01211363,0.001835236,0.0008963968,0.005637713,0.004266778,0.014029,0.03863535],"category_scores_gemma":[0.1161444,0.0009568895,0.01194038,0.002414803,0.002516042,0.008909304,0.001379885,0.0116805,0.006045539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003710248,"about_ca_system_score_gemma":0.005739461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004954808,"about_ca_topic_score_gemma":0.007192092,"domain_scores_codex":[0.9576015,0.03312801,0.004237478,0.001257161,0.002738107,0.001037671],"domain_scores_gemma":[0.9041591,0.07449988,0.0090953,0.004050708,0.005141102,0.003054026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07822917,0.003408495,0.001428468,0.2707775,0.02291861,0.0003420078,0.0005644542,0.002678328,0.0009327854,0.03306294,0.1698887,0.4157685],"study_design_scores_gemma":[0.2365119,0.01436551,0.003362799,0.2878593,0.01334471,0.000239936,0.001374384,0.00189596,0.0005298415,0.06487015,0.3752343,0.0004110879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006423565,0.7042403,0.005373291,0.1843112,0.07193696,0.01516859,0.002290552,0.0005212819,0.009734116],"genre_scores_gemma":[0.05784733,0.45203,0.03684789,0.3880525,0.02852331,0.02573162,0.002346605,0.0004382446,0.008182582],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0518605,"threshold_uncertainty_score":0.2742678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295106855763354,"score_gpt":0.4256599840718934,"score_spread":0.296149298495558,"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."}}