{"id":"W4200285556","doi":"10.1089/gyn.2021.0088","title":"Outcomes of Concurrent Prophylactic Mastectomy and Oophorectomy, Compared to Mastectomy and Hysterectomy, in Hereditary Breast and Gynecologic Cancer: A National Surgical Quality Improvement Program Database Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Gynecologic Surgery","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Mastectomy; Oophorectomy; Hysterectomy; Breast cancer; Surgery; Prophylactic Mastectomy; Obstetrics; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626117,0.0001690525,0.0004389916,0.001054528,0.0002795431,0.0005828948,0.0004743926,0.0002833034,0.0005794966],"category_scores_gemma":[0.005584393,0.000230097,0.0007525739,0.00219188,0.0001938594,0.0003635338,0.0006279208,0.00039207,0.00005599754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007998179,"about_ca_system_score_gemma":0.0008457526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0142706,"about_ca_topic_score_gemma":0.01927033,"domain_scores_codex":[0.9979928,0.0004997182,0.0003901237,0.0005260476,0.0004081838,0.0001831938],"domain_scores_gemma":[0.9940428,0.0009005676,0.003841114,0.0004335897,0.00042475,0.0003571533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022427,0.00001474386,0.9988652,0.00001266289,0.0001639541,0.00001365726,0.00001835207,0.0000409588,0.0000385505,0.00000896152,0.00009039843,0.0006304033],"study_design_scores_gemma":[0.00001620812,0.00005763644,0.9992316,0.00001000478,0.00009929873,0.000102779,0.00008487745,0.0002508342,0.00003272389,0.000007962189,0.0001035051,0.000002527377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978903,0.0003239714,0.00008135002,0.00004241911,0.000004558574,0.00001111991,0.001525766,0.000002129996,0.0001184712],"genre_scores_gemma":[0.9980482,0.0001621568,0.0001034245,0.00002277553,0.000006824838,0.00001253258,0.001616194,0.000001440374,0.00002652748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0142706,"threshold_uncertainty_score":0.02837509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05706301507079311,"score_gpt":0.3861107908538733,"score_spread":0.3290477757830803,"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."}}