{"id":"W2800256470","doi":"10.3747/co.25.3818","title":"Male Oncology Research and Education Program for Men at High Risk for Prostate Cancer","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Prostate cancer; Medicine; Prostate cancer screening; Population; Family medicine; Cancer; Oncology; Prostate-specific antigen; Family history; Observational study; Gynecology; Internal medicine; Environmental health","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":[0.002463587,0.0003171116,0.0003102057,0.0009066715,0.002199365,0.0008751675,0.0009894482,0.0005492863,0.04327531],"category_scores_gemma":[0.004005198,0.0002768243,0.0003924896,0.0006448099,0.0004694669,0.0006595963,0.002777139,0.001559907,0.006616418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136172,"about_ca_system_score_gemma":0.01165954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888847,"about_ca_topic_score_gemma":0.0113856,"domain_scores_codex":[0.9987426,0.0005567446,0.00004263276,0.000179326,0.0002246185,0.0002540704],"domain_scores_gemma":[0.9935746,0.0006686935,0.0006711673,0.0005599069,0.0005842959,0.003941373],"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":[0.001445395,0.01330082,0.0936001,0.0006299734,0.00007813882,0.0004269009,0.001672584,0.0002326294,0.004220919,0.004030352,0.286681,0.5936813],"study_design_scores_gemma":[0.001142662,0.007151558,0.3720214,0.0005406182,0.0001209925,0.001716227,0.002184754,0.0006468197,0.003283204,0.003182403,0.6079538,0.00005550541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5760759,0.008114616,0.02160844,0.1262269,0.003704484,0.03006762,0.01437642,0.004189158,0.2156366],"genre_scores_gemma":[0.6274151,0.0103627,0.06247732,0.04349202,0.00422826,0.02455285,0.008063047,0.0004722487,0.2189365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04327531,"threshold_uncertainty_score":0.1447703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794408644998054,"score_gpt":0.5363751341318718,"score_spread":0.3569342696320664,"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."}}