{"id":"W3032900727","doi":"10.1177/2292550320928551","title":"Concurrent Prophylactic Mastectomy, Immediate Reconstruction, and Salpingo-Oophorectomy in High-Risk Patients: A Case Series","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Mastectomy; Surgery; Prophylactic Mastectomy; Breast reconstruction; Retrospective cohort study; Breast cancer; Demographics; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093416,0.0001648661,0.0002064334,0.00007890986,0.00006582264,0.00002938395,0.00004604496,0.00009363375,0.00003176097],"category_scores_gemma":[0.002909162,0.00016477,0.00004321276,0.0002043113,0.0001280219,0.00001247162,0.00006959273,0.000134243,0.000009044207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000450067,"about_ca_system_score_gemma":0.00017886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005837579,"about_ca_topic_score_gemma":0.00008433711,"domain_scores_codex":[0.9988811,0.0001017377,0.0003077333,0.000398665,0.00009662464,0.0002141211],"domain_scores_gemma":[0.9990798,0.0004392601,0.0001431397,0.000126675,0.00009668231,0.0001145052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003174888,0.00008513469,0.924451,0.0002061353,0.0001051117,0.0002282134,0.0004223438,0.0002494851,0.004416147,0.000008183591,0.001398197,0.06811254],"study_design_scores_gemma":[0.01703442,0.003444219,0.7661903,0.0005751413,0.0007035124,0.009510183,0.004257828,0.004126042,0.1526762,0.0002991009,0.03601391,0.005169122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967636,0.0005275026,0.0002768187,0.0001284807,0.002044597,0.0001444479,0.00008602304,0.00001764802,0.00001090298],"genre_scores_gemma":[0.9990904,0.0002470123,0.0001800888,0.00005262894,0.000264898,0.00007159115,0.00006545212,0.00002412603,0.000003749093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582607,"threshold_uncertainty_score":0.6719126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078316561025634,"score_gpt":0.2132585918027268,"score_spread":0.2024754261924705,"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."}}