{"id":"W4225149099","doi":"10.1016/j.jmig.2022.04.016","title":"Individualized Assessment of Risk of Complications after Benign Hysterectomy","year":2022,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University Health Network; Queen's University","funders":"AbbVie Canada; Allergan; University of Toronto; Bayer; Mt. Sinai Health Care Foundation; Queen's University","keywords":"Medicine; Hysterectomy; Odds ratio; Perioperative; Retrospective cohort study; Confidence interval; Body mass index; Logistic regression; Obstetrics; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00093799,0.0003277236,0.0005263725,0.001565388,0.0004546616,0.0008041905,0.000393028,0.0005114653,0.001226295],"category_scores_gemma":[0.009053874,0.0001839623,0.0005306972,0.0007102851,0.0002062952,0.0004770381,0.0006105551,0.0006889714,0.0002273232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004941669,"about_ca_system_score_gemma":0.0005456785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396466,"about_ca_topic_score_gemma":0.003025717,"domain_scores_codex":[0.9988505,0.0004263604,0.0001794753,0.0001096539,0.0003202768,0.0001137444],"domain_scores_gemma":[0.9962615,0.001636318,0.001251993,0.0001960907,0.0003504703,0.0003035939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008546349,0.00008613994,0.9742838,0.00003730302,0.0001065753,0.0003851678,0.0001660423,0.0008005251,0.0005615892,0.0001525425,0.000292084,0.02227352],"study_design_scores_gemma":[0.00001158493,0.0005817442,0.9921191,0.00003638562,0.0001355433,0.001355662,0.0003581796,0.003737678,0.0005323314,0.0005722076,0.0005272167,0.00003238871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900534,0.00117288,0.001571912,0.0003483146,0.00004352789,0.00005892694,0.000351602,0.00004308786,0.006356395],"genre_scores_gemma":[0.9980814,0.000184494,0.001286913,0.0000336028,0.00002716772,0.00001435417,0.0001263116,0.00000618157,0.0002395149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001565388,"threshold_uncertainty_score":0.004960597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030796425799931,"score_gpt":0.3082490458962142,"score_spread":0.2879410816382149,"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."}}