{"id":"W2748952474","doi":"10.1097/prs.0000000000003577","title":"Breast Cancer Genetics for Plastic Surgeons","year":2017,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Genetic counseling; Medicine; Breast cancer; Plastic surgery; Multidisciplinary approach; Genetic testing; Breast reconstruction; Reconstructive surgery; Cancer; General surgery; Surgery; Internal medicine; Genetics","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":[0.0003750302,0.0006641643,0.0004797806,0.001900931,0.0004223997,0.0009743794,0.0007450922,0.001207587,0.01862694],"category_scores_gemma":[0.001356615,0.0002055369,0.0004071725,0.001247815,0.0004442072,0.0009480945,0.0008190489,0.002118935,0.008598272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006166973,"about_ca_system_score_gemma":0.00134364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243508,"about_ca_topic_score_gemma":0.002101981,"domain_scores_codex":[0.9998035,0.00003082153,0.00001894833,0.00002598867,0.00009556161,0.00002520905],"domain_scores_gemma":[0.9995061,0.0001843276,0.00005795995,0.000026698,0.0001582697,0.00006666341],"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":[0.00001630091,0.00002798149,0.0003390602,0.002076213,0.00002343343,0.000499343,0.00005211408,0.0001528375,0.0006337803,0.003535165,0.1599797,0.832664],"study_design_scores_gemma":[0.000003776762,0.000007149088,0.0004413188,0.001751489,0.00001641238,0.00379509,0.0000304598,0.00002422779,0.0001013271,0.00123356,0.9925894,0.000005785805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002991179,0.9734545,0.0007405809,0.003930293,0.002927676,0.00001633897,0.0001025941,0.00006362845,0.01846519],"genre_scores_gemma":[0.002728568,0.980835,0.0007455848,0.0017225,0.001897264,0.00001467667,0.0002367319,0.00001587677,0.01180384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01862694,"threshold_uncertainty_score":0.06231326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06039657569842295,"score_gpt":0.340138413061597,"score_spread":0.2797418373631741,"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."}}