{"id":"W2888169247","doi":"10.1016/j.suc.2018.07.007","title":"Enhanced Recovery After Surgery","year":2018,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; University of Toronto","funders":"","keywords":"Medicine; Staffing; Perioperative; Resistance (ecology); Perioperative nursing; MEDLINE; Intensive care medicine; Medical emergency; Nursing; Surgery","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":[0.0008325299,0.0008507975,0.001115597,0.002778395,0.0004533065,0.001900756,0.0006188912,0.001209093,0.007129214],"category_scores_gemma":[0.002536648,0.0002027635,0.0005962924,0.002377978,0.0008415595,0.001570663,0.001340336,0.00173315,0.0009254399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008929691,"about_ca_system_score_gemma":0.002909762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936573,"about_ca_topic_score_gemma":0.007265236,"domain_scores_codex":[0.9995868,0.0001007309,0.00008583429,0.00006336972,0.0001157486,0.00004767131],"domain_scores_gemma":[0.9990364,0.0004922768,0.0002292369,0.00002384436,0.0001366206,0.00008160322],"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":[0.0000934987,0.0001175553,0.0007178077,0.05083637,0.0002519513,0.0001991242,0.000168285,0.0001087556,0.0002824494,0.00296859,0.03616278,0.9080928],"study_design_scores_gemma":[0.00007082734,0.0001892882,0.006843943,0.05537104,0.0007888076,0.002420341,0.0004733933,0.00005506242,0.000267215,0.002372944,0.9311039,0.00004335753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000130214,0.9976755,0.0000316134,0.0003905233,0.0003190454,0.000005398975,0.00001545931,0.000003132498,0.001429124],"genre_scores_gemma":[0.001594439,0.99672,0.0001156603,0.000630364,0.0004355522,0.000008774058,0.00002115586,0.000001006339,0.0004729982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007129214,"threshold_uncertainty_score":0.02384961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401490826946854,"score_gpt":0.3493586421626054,"score_spread":0.3053437338931368,"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."}}