{"id":"W4411236241","doi":"10.3390/siuj6030044","title":"SIU-ICUD: Epidemiology of Prostate Cancer","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Epidemiology; Prostate cancer; Prostate; Medicine; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001143181,0.0007133462,0.001123227,0.004182812,0.0003406864,0.001858557,0.0007310006,0.0007969008,0.007490383],"category_scores_gemma":[0.004123565,0.0003043439,0.00167085,0.007340839,0.0005927815,0.000921315,0.0008593726,0.001321748,0.001071689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479174,"about_ca_system_score_gemma":0.004826081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206915,"about_ca_topic_score_gemma":0.01376486,"domain_scores_codex":[0.9985536,0.0005277574,0.0002246884,0.0002176661,0.000388869,0.00008732509],"domain_scores_gemma":[0.9980148,0.0009266561,0.0005186836,0.00004986008,0.0003848289,0.0001050533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002136245,0.0000685847,0.03496951,0.1175576,0.002250633,0.0003223644,0.0004947993,0.001264294,0.0003381309,0.009107121,0.06952618,0.7638871],"study_design_scores_gemma":[0.00006390171,0.0002138694,0.1128272,0.08752773,0.002534916,0.00415359,0.0006745009,0.0006647794,0.0003573695,0.007047459,0.7838413,0.00009345916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0006926202,0.9941246,0.0003458078,0.001523191,0.0004907515,0.00001962995,0.0007678464,0.00001742494,0.002018142],"genre_scores_gemma":[0.01214857,0.9852158,0.0004198006,0.0004988796,0.0005287824,0.00003166066,0.0006482158,0.000005888186,0.000502314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01206915,"threshold_uncertainty_score":0.02505785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08807153285815943,"score_gpt":0.4569229566173316,"score_spread":0.3688514237591722,"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."}}