{"id":"W1984249810","doi":"10.1002/pros.20278","title":"Male BRCA1 and BRCA2 mutation carriers: a pilot study investigating medical characteristics of patients participating in a prostate cancer prevention clinic","year":2005,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Prostate cancer; Medicine; Prostate; Pathological; Oncology; Internal medicine; Cancer; Mutation; Family history; Population; Gynecology; Genetics; Gene; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089907,0.0001484322,0.0003143514,0.00008987844,0.0001033479,0.00002426921,0.00007554723,0.00003077587,0.0001611107],"category_scores_gemma":[0.0004891886,0.00009970996,0.00002641136,0.0002580828,0.0002067602,0.0001407525,0.00009001492,0.000289341,0.000006337807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533805,"about_ca_system_score_gemma":0.0003626579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00038196,"about_ca_topic_score_gemma":0.0005527133,"domain_scores_codex":[0.9980035,0.0002326852,0.0006299422,0.0002675213,0.0005333598,0.0003329541],"domain_scores_gemma":[0.9991189,0.0001201214,0.0002596264,0.0001764524,0.0001643114,0.0001605725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008480556,0.0009285902,0.9297401,0.0001957004,0.00008493208,0.00002115597,0.0184441,0.000005974114,0.0002635686,0.000002087724,0.00002995375,0.04943583],"study_design_scores_gemma":[0.008481202,0.004251448,0.9810766,0.0006740124,0.0001385248,0.00001024881,0.002019199,0.002206597,0.0008508061,0.0001044583,0.00005484658,0.0001320532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958872,0.0003179864,0.000002120106,0.001374802,0.00005512836,0.002230374,0.00004216482,0.00002068044,0.0000695708],"genre_scores_gemma":[0.9977969,0.0002781841,0.00009323638,0.0001185346,0.00006204837,0.0009158199,0.00005234507,0.00002318574,0.0006597253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05133655,"threshold_uncertainty_score":0.4066054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06577490289870494,"score_gpt":0.3881657273613151,"score_spread":0.3223908244626101,"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."}}