{"id":"W6884641678","doi":"10.11575/prism/44496","title":"Implementation of Enhanced Recovery After Surgery: a strategy to transform surgical care across a health system","year":2017,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Colorectal surgery; Quality management; Focus group; Health care; Knowledge translation; Implementation research; Guideline; Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003472475,0.0003315719,0.001138512,0.0004415995,0.0001218971,0.00001610023,0.0003828534,0.000325312,0.0009355583],"category_scores_gemma":[0.000003628366,0.0004050057,0.0004290864,0.000167889,0.0001618953,0.0001397382,0.00008926366,0.0001685924,0.0001344627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007530412,"about_ca_system_score_gemma":0.0009561269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03756319,"about_ca_topic_score_gemma":0.08517715,"domain_scores_codex":[0.9980163,0.0001815974,0.0003291536,0.0004836965,0.000497638,0.0004916217],"domain_scores_gemma":[0.9980714,0.00005232579,0.0008555041,0.0006067164,0.0001628418,0.0002511684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01138553,0.0003095016,0.00199614,0.0220487,0.001822705,0.001247249,0.02496196,0.00001399986,0.0003480949,0.0005087295,0.4400846,0.4952728],"study_design_scores_gemma":[0.005006588,0.001288183,0.005107028,0.007302182,0.0002927193,0.00002822672,0.05538776,0.000004753567,0.001243793,0.000003750001,0.9230721,0.001262893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1017064,0.003839714,0.002586556,0.00009345025,0.0007860219,0.005490799,0.02599883,0.0006601011,0.8588381],"genre_scores_gemma":[0.8931059,0.0004916384,0.0005273439,0.00001709879,0.0001198432,0.000005781079,0.001298868,0.0005937772,0.1038398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7913995,"threshold_uncertainty_score":0.9999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371728142429685,"score_gpt":0.2830422260678695,"score_spread":0.2693249446435727,"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."}}