{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002814386,0.0003319618,0.003106446,0.0002943505,0.00003768867,0.00001126889,0.0001679051,0.000173282,0.0004408344],"category_scores_gemma":[0.0001944134,0.0002470202,0.0009662779,0.0006863907,0.0002910938,0.00003698455,0.0001987669,0.000474616,0.0003574165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001092772,"about_ca_system_score_gemma":0.000198391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000630703,"about_ca_topic_score_gemma":0.000002058073,"domain_scores_codex":[0.9975985,0.00008656624,0.001179548,0.0004266276,0.0004176605,0.0002910502],"domain_scores_gemma":[0.9978636,0.0009438841,0.0005039343,0.0003734488,0.00008448912,0.0002306538],"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":[0.00003779118,0.0001238081,0.001961887,0.01090313,0.0005310043,0.0002423304,0.000003316737,3.633205e-8,3.037816e-10,0.0002496891,0.002388107,0.9835589],"study_design_scores_gemma":[0.0005615325,0.0002331595,0.001429599,0.001407853,0.001907459,0.00004269263,0.000003864557,0.000001479641,6.69875e-9,0.00004505305,0.9941567,0.0002106007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009627553,0.996317,0.000002736919,0.0001396456,0.0002398708,0.000611858,0.0002643289,0.0000846433,0.002243627],"genre_scores_gemma":[0.00001011428,0.9941666,0.0002682825,0.0001601202,0.0003582363,0.00004696135,0.00118649,0.00005645347,0.003746724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917686,"threshold_uncertainty_score":0.9999982,"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."}}