{"id":"W2740008525","doi":"10.1007/s12630-015-0388-x","title":"Fluid management issues in Enhanced Recovery After Surgery and Canadian Anesthesiologists’ Society standards","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; Royal Columbian Hospital","funders":"","keywords":"American society of anesthesiologists; Medicine; General surgery; Political science; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01679123,0.0004502898,0.001143836,0.00169043,0.01498315,0.008045318,0.004403166,0.06215491,0.005356354],"category_scores_gemma":[0.09768684,0.0008755896,0.001607956,0.001930046,0.01059161,0.004398273,0.004388984,0.04917266,0.000700139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06631458,"about_ca_system_score_gemma":0.157401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6518815,"about_ca_topic_score_gemma":0.7920976,"domain_scores_codex":[0.9744219,0.002919451,0.003490808,0.001557649,0.01231517,0.005295001],"domain_scores_gemma":[0.9289753,0.01996201,0.004595106,0.001309526,0.02502127,0.02013672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005474398,0.00009781364,0.005260674,0.000102643,0.00002874523,0.002918599,0.001622993,0.0002907901,0.000139295,0.03131179,0.9336677,0.02450422],"study_design_scores_gemma":[0.000220939,0.0001007267,0.01726334,0.001828702,0.00007107022,0.003630629,0.004035827,0.001235403,0.0002307947,0.02805817,0.942996,0.0003284111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001012875,0.001038953,0.00006106542,0.9884512,0.005117774,0.000007168897,0.00001703049,0.000006466992,0.004287473],"genre_scores_gemma":[0.04806308,0.002210434,0.0007560687,0.9237141,0.01935715,0.00004270141,0.00005805004,0.00002272297,0.005775666],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3481185,"threshold_uncertainty_score":0.7003372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393059270640924,"score_gpt":0.2398576884744021,"score_spread":0.2259270957679928,"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."}}