{"id":"W2559814933","doi":"10.1245/s10434-016-5688-z","title":"Society of Surgical Oncology Breast Disease Working Group Statement on Prophylactic (Risk-Reducing) Mastectomy","year":2016,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Surgical oncology; Medicine; Mastectomy; Breast cancer; Position statement; Prophylactic Mastectomy; General surgery; Statement (logic); Disease; Oncology; Surgery; Cancer; Internal medicine; Family 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001335051,0.0006295851,0.002269786,0.0001608031,0.00009992733,0.00001189882,0.0005907631,0.001105041,0.0003145181],"category_scores_gemma":[0.00003802424,0.0004570397,0.001605499,0.0003219199,0.0007285501,0.000007567342,0.0004247316,0.0005845375,0.00003859425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899956,"about_ca_system_score_gemma":0.002576496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002104238,"about_ca_topic_score_gemma":0.000005771615,"domain_scores_codex":[0.9948257,0.001271034,0.001682382,0.001086215,0.0004296207,0.0007050853],"domain_scores_gemma":[0.9957193,0.0006810599,0.002039214,0.0008396041,0.000350983,0.0003698942],"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":[0.0009660297,0.001041457,0.0000189999,0.002694526,0.000873554,0.0001495805,0.00002904778,0.00002756177,0.00003382965,0.000161708,0.01029078,0.9837129],"study_design_scores_gemma":[0.001307958,0.002185702,0.000008237243,0.002050999,0.0004075451,0.0002103765,0.00002132249,0.000004060772,0.0001440666,0.00007253609,0.9931326,0.0004546278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006206548,0.9892451,0.00005828528,0.002707312,0.0007193995,0.001158028,0.0007183877,0.00002233031,0.004750536],"genre_scores_gemma":[0.005198062,0.9921377,0.0003380226,0.0001075995,0.001002279,0.0003254439,0.0003627307,0.00009167791,0.0004364905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9832583,"threshold_uncertainty_score":0.9997881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0790668800709354,"score_gpt":0.4048300897908396,"score_spread":0.3257632097199042,"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."}}