{"id":"W2887837124","doi":"10.1016/j.ygyno.2018.08.007","title":"Enhanced Recovery After Surgery (ERAS) in gynecologic oncology: System-wide implementation and audit leads to improved value and patient outcomes","year":2018,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics; Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Gynecologic oncology; Guideline; Debulking; Audit; Internal medicine; Emergency medicine; Surgery; Cancer; Ovarian cancer","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":[0.01708836,0.0002005421,0.0003285849,0.001448395,0.0009865523,0.002053025,0.0007980738,0.0005155305,0.002131558],"category_scores_gemma":[0.08070514,0.0002516182,0.000439208,0.00188443,0.0008457091,0.001637718,0.003974517,0.001521351,0.0003618364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002691645,"about_ca_system_score_gemma":0.01749068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006589366,"about_ca_topic_score_gemma":0.01882137,"domain_scores_codex":[0.9831807,0.01052836,0.001862981,0.0005410867,0.002596702,0.0012902],"domain_scores_gemma":[0.9153008,0.02476183,0.03081735,0.005242798,0.01444448,0.009432569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005045422,0.0009311808,0.5786926,0.0006784257,0.0001766303,0.0001456053,0.001157866,0.0009619247,0.0005601859,0.001290045,0.01618892,0.3987122],"study_design_scores_gemma":[0.0001250115,0.001848808,0.9691592,0.001191324,0.0001616215,0.0002835315,0.003385078,0.002373692,0.001783833,0.002033074,0.0175806,0.00007420454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287453,0.004287452,0.004098504,0.04007601,0.0006723545,0.0007923984,0.001206575,0.0004895712,0.01963173],"genre_scores_gemma":[0.9885693,0.00186808,0.005415796,0.002067174,0.0001431927,0.0001656448,0.0005526101,0.00003958353,0.001178613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708836,"threshold_uncertainty_score":0.09037304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470967537250818,"score_gpt":0.3075443645641172,"score_spread":0.292834689191609,"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."}}