{"id":"W2987438334","doi":"10.1016/j.soard.2019.10.025","title":"Clinical practice guidelines for the perioperative nutrition, metabolic, and nonsurgical support of patients undergoing bariatric procedures – 2019 update: cosponsored by American Association of Clinical Endocrinologists/American College of Endocrinology, The Obesity Society, American Society for Metabolic & Bariatric Surgery, Obesity Medicine Association, and American Society of Anesthesiologists","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":565,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Novo Nordisk; Ionis Pharmaceuticals; David Geffen School of Medicine, University of California, Los Angeles; Amgen; Atkinson Foundation; Vela Foundation; University of Washington; Gilead Sciences; Eisai; Merck; Sanofi; Novartis; Takeda Pharmaceuticals U.S.A.; Pfizer","keywords":"Medicine; Perioperative; Context (archaeology); American society of anesthesiologists; Obesity; Checklist; Health care; Internal medicine; Surgery; Family medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005263795,0.0009786385,0.001484495,0.00381072,0.0006291764,0.002073191,0.002321548,0.002782334,0.007558275],"category_scores_gemma":[0.02718462,0.0005349327,0.001801102,0.003227348,0.0004319386,0.001479656,0.001394475,0.005223906,0.004704977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002528387,"about_ca_system_score_gemma":0.01095943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01935322,"about_ca_topic_score_gemma":0.05670397,"domain_scores_codex":[0.9949636,0.001287514,0.001694073,0.0002246885,0.001588128,0.0002419123],"domain_scores_gemma":[0.9702563,0.006281351,0.005199993,0.0003969932,0.01643966,0.001425765],"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":[0.00008061268,0.00024452,0.004149305,0.002312576,0.0001564559,0.0001388181,0.0001405584,0.0006166967,0.0002671894,0.001544808,0.6556842,0.3346642],"study_design_scores_gemma":[0.0004566079,0.0001771337,0.02551755,0.02418752,0.0005418182,0.0008155254,0.0004422592,0.001456246,0.0003463452,0.004263929,0.9416441,0.0001509869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01081055,0.4952787,0.03668344,0.2708728,0.03353364,0.003597335,0.0282226,0.004017753,0.1169831],"genre_scores_gemma":[0.04639608,0.5397949,0.1980813,0.0971457,0.0188608,0.008169694,0.06318198,0.0007975124,0.027572],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01935322,"threshold_uncertainty_score":0.03848112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225915088322037,"score_gpt":0.3495985134253076,"score_spread":0.3173393625420872,"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."}}