{"id":"W2796135485","doi":"10.1111/bju.14184","title":"Prostate cancer prevention: proof is elusive","year":2018,"lang":"en","type":"letter","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Disease; Cancer; Prostate; Incidence (geometry); Vitamin D and neurology; Epidemiology; Micronutrient; Cancer prevention; Internal medicine; Gynecology; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02062068,0.002181243,0.004419683,0.001508794,0.002864018,0.006389253,0.003802503,0.01297898,0.03053367],"category_scores_gemma":[0.04192987,0.0009212607,0.002343335,0.001131745,0.01207415,0.01327281,0.005455185,0.0310249,0.01759507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804067,"about_ca_system_score_gemma":0.008712203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990296,"about_ca_topic_score_gemma":0.002450407,"domain_scores_codex":[0.9928278,0.002208516,0.0005456882,0.001058267,0.002786721,0.0005729255],"domain_scores_gemma":[0.9468976,0.02709348,0.002188169,0.005307223,0.01277118,0.005742451],"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":[0.0003183981,0.0002852955,0.0003313062,0.002525677,0.0002906004,0.0002234381,0.0001831265,0.0001779516,0.0005246096,0.06806206,0.7286938,0.1983837],"study_design_scores_gemma":[0.0001730717,0.0002381667,0.000516856,0.003682132,0.00008307365,0.000257909,0.0003257302,0.000157727,0.0002273659,0.06489373,0.9293912,0.00005308697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000491181,0.3300646,0.003578983,0.5942026,0.0624445,0.00005171104,0.0004586393,0.000324876,0.008383031],"genre_scores_gemma":[0.0243368,0.5002836,0.01201282,0.3438529,0.0949659,0.0002955556,0.0008200069,0.0003089385,0.02312343],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03053367,"threshold_uncertainty_score":0.1090539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636816783937999,"score_gpt":0.2920841615498214,"score_spread":0.2757159937104414,"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."}}