{"id":"W1976728580","doi":"10.1016/j.cps.2006.11.010","title":"Management of the BRCA Mutation Carrier or High-Risk Patient","year":2007,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Breast cancer; Prophylactic Surgery; BRCA mutation; Risk management; Risk assessment; Prophylactic Mastectomy; Gynecology; Risk analysis (engineering); Cancer; Mastectomy; Internal medicine","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":[0.0008032157,0.0002928105,0.0007624507,0.0001630581,0.00005101928,0.00001102368,0.0002906613,0.000447229,0.00003667289],"category_scores_gemma":[0.001291774,0.0002040587,0.0004564968,0.0004836209,0.0001363733,0.000002034131,0.0002320405,0.0003013197,0.000008735824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499747,"about_ca_system_score_gemma":0.0007735966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001079613,"about_ca_topic_score_gemma":0.00004359547,"domain_scores_codex":[0.9974334,0.0002609182,0.001290743,0.0004903282,0.0002677272,0.0002568658],"domain_scores_gemma":[0.9960462,0.002151783,0.0009329517,0.000731807,0.00009192338,0.00004528626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004184816,0.00006775489,0.0003664327,0.002596629,0.0002929286,0.00003550771,0.00001820535,0.0002057179,1.820716e-7,0.00002106585,0.001781814,0.9945719],"study_design_scores_gemma":[0.0001776103,0.00006210356,0.0005112391,0.004371856,0.0005540924,0.00001802739,0.00006697884,0.00001051553,0.00003915122,0.00004289824,0.9938416,0.0003039525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01176506,0.9790909,0.0003530317,0.000003479957,0.00765905,0.0006086646,0.0003519301,0.000007504791,0.0001604313],"genre_scores_gemma":[0.004913682,0.9938849,0.000297815,0.00002684977,0.0001998193,0.0001339869,0.0002803608,0.0000575778,0.0002050339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942679,"threshold_uncertainty_score":0.832127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816869288741868,"score_gpt":0.3493712792937502,"score_spread":0.3012025864063316,"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."}}