{"id":"W4378190396","doi":"10.1016/j.jogc.2023.03.084","title":"Enhanced Recovery After Surgery (ERAS) practices in minimally invasive gynecologic surgery: A national survey","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"","keywords":"Medicine; Invasive surgery; Perioperative; Surgery; Gynecologic surgical procedures; General surgery; Laparoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007926562,0.0001259233,0.0002178265,0.0007136644,0.0006838522,0.0004986796,0.0005548759,0.0007208514,0.001559625],"category_scores_gemma":[0.003084482,0.0003441587,0.0004155819,0.001604343,0.0003242602,0.0005801163,0.001092571,0.000974468,0.0002728915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047827,"about_ca_system_score_gemma":0.004436172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3923879,"about_ca_topic_score_gemma":0.5526875,"domain_scores_codex":[0.9989122,0.0001736065,0.0001781543,0.0001390966,0.0002787675,0.0003181865],"domain_scores_gemma":[0.9954336,0.000396709,0.001802379,0.0001519004,0.0007890181,0.00142633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001299004,0.00005771323,0.9981192,0.0000181655,0.00002280186,0.00002084241,0.0002325679,0.00001930897,0.00004770939,0.0000157382,0.0004794216,0.0009534651],"study_design_scores_gemma":[0.00000114437,0.00001539648,0.9991292,0.00001029051,0.000003554541,0.00002699603,0.000578154,0.00002309643,0.000006026225,0.000003072282,0.0002008873,0.000002162109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935759,0.0002687233,0.00006653734,0.0005649617,0.00001149882,0.00003944064,0.003819514,0.000004683962,0.001648858],"genre_scores_gemma":[0.9957114,0.000469941,0.0002231846,0.0006394401,0.00000955321,0.00005869125,0.002168617,0.000003693541,0.0007154744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3923879,"threshold_uncertainty_score":0.7802079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146850595691952,"score_gpt":0.2768081451653172,"score_spread":0.2353396392083977,"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."}}