{"id":"W2599927756","doi":"10.1007/s00268-017-3982-y","title":"Enhanced Recovery After Surgery (ERAS<sup>®</sup>) in Individuals with Diabetes: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Randomized controlled trial; MEDLINE; Diabetes mellitus; Observational study; Systematic review; Vascular surgery; Intensive care medicine; Cardiac surgery; Surgery; Internal medicine","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":[0.005448975,0.001159553,0.007445694,0.005622006,0.0005302067,0.002528007,0.001396392,0.001822652,0.005093051],"category_scores_gemma":[0.02226259,0.0007226918,0.006020964,0.00700216,0.0007099803,0.001829858,0.001213636,0.001133895,0.000257323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002959554,"about_ca_system_score_gemma":0.007697035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006878332,"about_ca_topic_score_gemma":0.01787706,"domain_scores_codex":[0.9952851,0.001839213,0.001480711,0.0003510262,0.0008633865,0.0001805696],"domain_scores_gemma":[0.9821576,0.01337442,0.003065884,0.0001801514,0.0009844553,0.0002374493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001925299,0.00001589643,0.0003524508,0.974031,0.004807009,0.00004832362,0.00009913614,0.00004178134,0.00006499964,0.00009260097,0.0007861147,0.01946802],"study_design_scores_gemma":[0.0003969792,0.0003148612,0.005447645,0.9136717,0.06588111,0.0003086978,0.0002391041,0.00007969678,0.0001364792,0.0002180875,0.01327002,0.00003558605],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001083519,0.998002,0.00005424417,0.0001476989,0.00006497181,0.0002365475,0.0002266459,0.00000568613,0.0001787409],"genre_scores_gemma":[0.01370643,0.9846465,0.0003179017,0.0004439022,0.00007620826,0.0005680608,0.0001376056,0.000003437664,0.00009998622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007445694,"threshold_uncertainty_score":0.0288173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05623091184184764,"score_gpt":0.3145662510410702,"score_spread":0.2583353391992226,"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."}}