{"id":"W4308031350","doi":"10.1016/j.jmig.2022.10.011","title":"Surgeon Gender and Performance Outcomes for Hysterectomies: Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"Mt. Sinai Health Care Foundation","keywords":"Medicine; Propensity score matching; Retrospective cohort study; Confidence interval; Confounding; Hysterectomy; Cohort; Complication; Cohort study; Post-hoc analysis; Relative risk; Surgery; 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":[0.0007174172,0.0003753373,0.000512972,0.001138832,0.0005889295,0.0008137582,0.0004963516,0.0007211833,0.002986704],"category_scores_gemma":[0.00323543,0.0006403817,0.001127685,0.001826984,0.0003705284,0.0009459314,0.000602529,0.0008486875,0.0004853406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265551,"about_ca_system_score_gemma":0.0007859771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583639,"about_ca_topic_score_gemma":0.008019904,"domain_scores_codex":[0.9990733,0.0001418327,0.0001143025,0.0002688321,0.0001297686,0.0002718465],"domain_scores_gemma":[0.9969176,0.0005017117,0.00146022,0.0003519797,0.0002999949,0.0004685007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001775261,0.00003284715,0.998922,0.000006832754,0.0001013787,0.00008663237,0.00006152776,0.00001747075,0.0001293367,0.0000125619,0.0001040558,0.0003478836],"study_design_scores_gemma":[0.00001742088,0.0001552447,0.998597,0.000007752793,0.00007551755,0.0003445175,0.0004496005,0.0001079526,0.00003692472,0.00002671664,0.0001722747,0.000009141107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986766,0.0002142592,0.00007926904,0.00003240478,0.00001198443,0.000008256826,0.0007013089,0.000002972154,0.0002728825],"genre_scores_gemma":[0.9989152,0.0001064365,0.00005918663,0.00003762322,0.00001775677,0.00001199901,0.0006689407,0.000005513079,0.0001773515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00583639,"threshold_uncertainty_score":0.01160485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635954662868896,"score_gpt":0.2849365313742266,"score_spread":0.2585769847455377,"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."}}