{"id":"W3015531635","doi":"10.1002/jpen.1819","title":"Prospective Study on Energy Expenditure in Patients With Severe Burns","year":2020,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypermetabolism; Medicine; Energy expenditure; Severe burn; Basal metabolic rate; Resting energy expenditure; Sepsis; Prospective cohort study; Total body surface area; Surgery; Emergency medicine; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003202465,0.000114225,0.0002621356,0.0001177226,0.00002375814,0.00002553744,0.00004164189,0.0000234661,0.00002911729],"category_scores_gemma":[0.000006367529,0.00007309853,0.00005408346,0.00008413028,0.00001416121,0.0001976495,0.00001897529,0.0001693859,0.000001075448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000416005,"about_ca_system_score_gemma":0.0000046864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005189791,"about_ca_topic_score_gemma":0.000004754089,"domain_scores_codex":[0.9992399,0.00003059577,0.0002533818,0.0001199857,0.0002502876,0.0001059127],"domain_scores_gemma":[0.9996642,0.000008019734,0.000120918,0.00004287549,0.00006593206,0.00009808435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006676504,0.001964107,0.987788,0.00005155712,0.00008933678,0.0001245129,0.0008731355,0.00000229699,0.00002157941,0.00003210684,0.001817206,0.0005596594],"study_design_scores_gemma":[0.01665922,0.01090023,0.9700336,0.0004071097,0.00005209051,0.00001756267,0.000884268,0.00001171956,0.00004413091,0.00006017727,0.0008474673,0.00008235198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975286,0.00004921064,0.00002265539,0.001878403,0.0001013477,0.000273467,0.000004865685,0.000006574633,0.0001349045],"genre_scores_gemma":[0.9986841,0.00002535628,0.00004183835,0.0009402654,0.0002397042,0.000006301057,0.00001416527,0.000007630159,0.00004061881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01775433,"threshold_uncertainty_score":0.2980871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355847765986488,"score_gpt":0.2493721446872454,"score_spread":0.2358136670273805,"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."}}