{"id":"W2118351254","doi":"10.1016/j.fertnstert.2005.07.1225","title":"Audit of Morbidity and Mortality Outcomes of 1792 Hysterectomies by Laparoscopy, Vaginal and Abdominal Approach","year":2005,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Laparotomy; Hysterectomy; Bladder injury; Surgery; Laparoscopy; Exploratory laparotomy; Urinary system; Bowel obstruction; Mortality rate; Retrospective cohort study; 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":[0.001065098,0.0004656536,0.0006610741,0.002547908,0.0006807074,0.0006578799,0.0005484408,0.0006236322,0.0009160601],"category_scores_gemma":[0.003909795,0.0006911788,0.0007021142,0.001993928,0.0004926562,0.0005096078,0.0009137635,0.0006120332,0.0003078546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278413,"about_ca_system_score_gemma":0.001061735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691362,"about_ca_topic_score_gemma":0.007994965,"domain_scores_codex":[0.9986346,0.0003044956,0.0002801514,0.0002534849,0.0003184304,0.0002087822],"domain_scores_gemma":[0.9939805,0.001717021,0.002215773,0.0005775433,0.0007079044,0.0008012983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007303744,0.00004943041,0.9961348,0.00004302038,0.00007244711,0.0002497213,0.00009742253,0.00008112833,0.0004469166,0.00001269863,0.0001465125,0.001935612],"study_design_scores_gemma":[0.00002427952,0.0002961888,0.9985678,0.000008829467,0.00003761451,0.0004617786,0.0001324716,0.00009360478,0.0001827654,0.000009338307,0.000176901,0.000008465552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978009,0.0005215605,0.00008144728,0.00002324324,0.0000086265,0.00002780844,0.001191649,0.000007385951,0.0003373094],"genre_scores_gemma":[0.996705,0.0003928784,0.0001434798,0.00003653342,0.00003041698,0.00003250304,0.002414814,0.000007512355,0.0002369669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006691362,"threshold_uncertainty_score":0.01330483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915966371525337,"score_gpt":0.3020204864545804,"score_spread":0.272860822739327,"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."}}