{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003497006,0.0002314458,0.001032386,0.001635436,0.00006107896,0.00003756286,0.0001102967,0.0002583184,0.0003300051],"category_scores_gemma":[0.1518945,0.0002074507,0.0001815345,0.001955599,0.00007199725,0.0003531383,0.00007154688,0.0005866647,0.000006527119],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577044,"about_ca_system_score_gemma":0.01213278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006093676,"about_ca_topic_score_gemma":0.2091927,"domain_scores_codex":[0.9968419,0.0004550578,0.001174937,0.0003157715,0.0007016708,0.0005106758],"domain_scores_gemma":[0.908955,0.08822986,0.001496308,0.0001428177,0.0009214436,0.0002545374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002136437,0.0001309131,0.9577676,0.000126957,0.0002049662,0.01109838,0.00004262268,0.00007453771,0.0001434206,0.000001096685,0.01727369,0.01292216],"study_design_scores_gemma":[0.0006795992,0.0001939581,0.9965312,0.00004790295,0.00003921641,0.000110825,0.00009871474,0.00001361847,0.0003147736,0.0001048659,0.001665883,0.0001993715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846308,0.002182002,0.00000387759,0.0007396819,0.01180374,0.0001626348,0.00005198057,0.00001076062,0.0004145339],"genre_scores_gemma":[0.9956643,0.002312582,0.00009349985,0.001431889,0.00006600357,0.00002283878,0.00003808017,0.00002506454,0.0003457499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.203099,"threshold_uncertainty_score":0.9934675,"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."}}