{"id":"W3083157195","doi":"10.1097/gme.0000000000001652","title":"Unnecessary bilateral salpingo-oophorectomy at the time of hysterectomy and potential for ovarian preservation","year":2020,"lang":"en","type":"article","venue":"Menopause The Journal of The North American Menopause Society","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Endometriosis; Hysterectomy; Oophorectomy; Retrospective cohort study; Medical record; Surgery; Gynecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004150173,0.0001318228,0.0001712145,0.0008502991,0.0004829554,0.0004101745,0.0004160211,0.000223608,0.002172312],"category_scores_gemma":[0.005152063,0.0001904976,0.0002908777,0.001026021,0.0004541379,0.0002550927,0.0004141175,0.0003687049,0.00008049065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611776,"about_ca_system_score_gemma":0.004022744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111658,"about_ca_topic_score_gemma":0.2505988,"domain_scores_codex":[0.9990764,0.00008512674,0.000102764,0.0001068946,0.0004346213,0.0001942744],"domain_scores_gemma":[0.994462,0.0007837706,0.003657184,0.000156415,0.0004644963,0.0004761068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004558279,0.000003905823,0.9984192,0.00002529976,0.00001531385,0.0002851616,0.00004361736,0.00001829334,0.0001516946,0.00001129755,0.00009182949,0.0008888048],"study_design_scores_gemma":[0.000002629438,0.00001517596,0.998349,0.00003032467,0.00001103314,0.001122869,0.0001830761,0.00004587723,0.00005583133,0.000007053807,0.0001754891,0.000001694206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970636,0.0009345264,0.00006780117,0.0001585158,0.00001132947,0.00002240133,0.0006491945,0.000003155311,0.00108964],"genre_scores_gemma":[0.9992282,0.0003470958,0.00005218718,0.00002034379,0.00001027538,0.000004190046,0.0002615683,8.626971e-7,0.0000752356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111658,"threshold_uncertainty_score":0.2220162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191631197628967,"score_gpt":0.2425307631710995,"score_spread":0.2306144511948098,"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."}}