{"id":"W4390175983","doi":"10.3390/cancers16010103","title":"Prophylactic Interventions for Hereditary Breast and Ovarian Cancer Risks and Mortality in BRCA1/2 Carriers","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Prophylactic Mastectomy; Psychological intervention; Ovarian cancer; Breast cancer; Prophylactic Surgery; Relative risk; Oncology; Gynecology; Cancer; Incidence (geometry); Internal medicine; Subgroup analysis; Obstetrics; Intensive care medicine; Mastectomy; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473634,0.00009876489,0.0001097006,0.00006173903,0.00007305259,0.00001876789,0.00006571792,0.00008361497,0.00001754792],"category_scores_gemma":[0.00003535247,0.0001058979,0.00004227285,0.0001606935,0.0001305771,0.000006688567,0.0000557086,0.00006380213,6.098899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760046,"about_ca_system_score_gemma":0.0004393962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092762,"about_ca_topic_score_gemma":0.005728253,"domain_scores_codex":[0.9992743,0.00001943804,0.000144781,0.0003174557,0.0000557528,0.0001882608],"domain_scores_gemma":[0.999667,0.00001075052,0.00004773445,0.0001609952,0.00004655953,0.00006693112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009564303,0.00007090704,0.641449,0.00399283,0.001302901,0.00005351007,0.003029654,0.02320084,0.1172431,0.0005008806,0.02992052,0.1782794],"study_design_scores_gemma":[0.003839462,0.000383179,0.9657565,0.0002476663,0.0002365518,0.00005589059,0.002361996,0.004293471,0.01135736,0.001473018,0.009251351,0.0007435918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951377,0.002972022,0.0001981135,0.0003409268,0.0004377234,0.0003602334,0.0004404949,0.00001510082,0.00009771362],"genre_scores_gemma":[0.9982998,0.0004526444,0.0001443128,0.00009675512,0.0002054022,0.0004853511,0.00008821481,0.00001963826,0.0002078978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3243075,"threshold_uncertainty_score":0.431839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838689739523205,"score_gpt":0.3574871762108404,"score_spread":0.3091002788156084,"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."}}