{"id":"W4280506679","doi":"10.1016/j.jogc.2022.04.018","title":"Impact of Obesity on Clinical and Financial Outcomes of Minimally Invasive Hysterectomy for Benign Conditions","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Medicine; Perioperative; Hysterectomy; Obesity; Retrospective cohort study; Medical record; Logistic regression; Body mass index; Adverse effect; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007968385,0.0001486814,0.0002505525,0.0007310911,0.0007176467,0.001288818,0.0004889209,0.0007004634,0.004594418],"category_scores_gemma":[0.01140176,0.0001744814,0.001016112,0.001305444,0.0005228324,0.0004583605,0.0009552995,0.001484896,0.0002173607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210132,"about_ca_system_score_gemma":0.003595958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09490081,"about_ca_topic_score_gemma":0.167646,"domain_scores_codex":[0.9987444,0.0003229371,0.0001038282,0.00008071171,0.0002462647,0.0005019243],"domain_scores_gemma":[0.9931601,0.001334174,0.002683173,0.000153989,0.0006849197,0.001983596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007407595,0.0001799026,0.9873415,0.00004371846,0.000266835,0.0001621616,0.00007011026,0.0002376459,0.00007118216,0.0002254134,0.0007652051,0.009895641],"study_design_scores_gemma":[0.00001713572,0.0001056302,0.9987514,0.00003441482,0.00006898653,0.0001213281,0.0002958877,0.0001483023,0.00001242844,0.0001021522,0.0003331562,0.000009170839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872887,0.002483624,0.00004524419,0.003132877,0.000112845,0.00001381145,0.001227526,0.000003385001,0.00569204],"genre_scores_gemma":[0.9979483,0.0006778841,0.00004513118,0.0002384183,0.0000861395,0.000004606739,0.000625717,0.000003725205,0.0003701037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09490081,"threshold_uncertainty_score":0.1886969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702112083594286,"score_gpt":0.3168683348063875,"score_spread":0.2898472139704447,"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."}}