{"id":"W4328096781","doi":"10.1016/j.suc.2023.01.009","title":"Metabolic and Nutritional Support","year":2023,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Hamilton Health Sciences","funders":"National Institutes of Health","keywords":"Hypermetabolism; Medicine; Oxandrolone; Anabolism; Glucagon; Resting energy expenditure; Internal medicine; Catabolism; Metformin; Endocrinology; Insulin; Intensive care medicine; Physiology; Energy metabolism; Hormone; Growth hormone; Metabolism","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":[0.0005405108,0.0009509537,0.001412395,0.001690449,0.0003770393,0.0009113137,0.0009494378,0.001065295,0.01721773],"category_scores_gemma":[0.001696188,0.0001272596,0.0009304317,0.001307304,0.0002331516,0.0007367448,0.0009342694,0.001339393,0.003600116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000570556,"about_ca_system_score_gemma":0.001291587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939731,"about_ca_topic_score_gemma":0.002516434,"domain_scores_codex":[0.9996803,0.00007546715,0.00005633855,0.00004621577,0.00009651365,0.00004520416],"domain_scores_gemma":[0.9996983,0.0001128364,0.00006320006,0.00001852224,0.00007792059,0.0000292577],"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":[0.000239742,0.0001317695,0.0004705595,0.02866867,0.0004378629,0.0003853805,0.00004320644,0.0002344348,0.0008308745,0.002701589,0.04607376,0.9197821],"study_design_scores_gemma":[0.0001744607,0.0001569341,0.003146754,0.03551912,0.0006269423,0.003098312,0.0001020432,0.0001755069,0.0004959294,0.003420599,0.953056,0.00002747566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005802404,0.9909049,0.0003698301,0.001041269,0.0006363664,0.00003509149,0.0002292711,0.00003839109,0.006164752],"genre_scores_gemma":[0.006217206,0.9886369,0.0008383433,0.000908292,0.0005780738,0.00005963507,0.0006467224,0.000008969714,0.002105801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01721773,"threshold_uncertainty_score":0.05759901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09051599597407116,"score_gpt":0.4060139111284148,"score_spread":0.3154979151543436,"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."}}