{"id":"W3023171487","doi":"10.1016/j.eururo.2020.05.005","title":"Prostate Cancer Risk by BRCA2 Genomic Regions","year":2020,"lang":"en","type":"article","venue":"European Urology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Institute for Health and Care Research; Cancer Research UK; Royal Marsden NHS Foundation Trust","keywords":"Medicine; Prostate cancer; Hazard ratio; Internal medicine; Prospective cohort study; Oncology; Confidence interval; Cancer; Incidence (geometry); Population; Proportional hazards model; Cohort; Gynecology","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":[0.000521189,0.0002088104,0.0001853063,0.0006412813,0.0002110742,0.0005576714,0.0003085083,0.0003797386,0.002760728],"category_scores_gemma":[0.001821294,0.0001916214,0.0005004713,0.0006566854,0.0002606704,0.0002660882,0.0005891063,0.0004455192,0.0002632072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179842,"about_ca_system_score_gemma":0.0002210673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005239756,"about_ca_topic_score_gemma":0.003646467,"domain_scores_codex":[0.9995539,0.0001151072,0.00002038404,0.000170515,0.00007727754,0.00006277116],"domain_scores_gemma":[0.9990689,0.0002295505,0.0004226567,0.00006557966,0.00007451161,0.0001387878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000285997,0.00001226446,0.9958,0.0000145677,0.0001878025,0.0001505591,0.00007488157,0.000189907,0.0008209365,0.00007972235,0.0002471963,0.002136244],"study_design_scores_gemma":[0.000009200498,0.00007394779,0.9982007,0.000007898867,0.00005293365,0.0006935562,0.00006040654,0.0002714405,0.0001727043,0.00008369998,0.0003671111,0.000006345768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962956,0.00176932,0.0002707096,0.00007889573,0.000008015079,0.000008518887,0.000645677,0.00001308229,0.0009102688],"genre_scores_gemma":[0.999261,0.0001537587,0.00008968684,0.00002169747,0.000007716694,0.000003434132,0.000255059,0.000003383242,0.0002043293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005239756,"threshold_uncertainty_score":0.01041853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042550135419997,"score_gpt":0.2359871049903855,"score_spread":0.2255616036361855,"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."}}