{"id":"W2560827021","doi":"10.1097/sla.0000000000002097","title":"Pathophysiological Response to Burn Injury in Adults","year":2016,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; International Business Machines Corporation","keywords":"Medicine; Hypermetabolism; Total body surface area; Internal medicine; Burn injury; Resting energy expenditure; Prospective cohort study; Insulin resistance; Pathophysiology; Physiology; Endocrinology; Hyperinsulinemia; Gastroenterology; Surgery; Insulin","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":[0.0002804729,0.0002400878,0.0002430696,0.0003956029,0.0002642832,0.0003423811,0.0001355307,0.0002833728,0.001788836],"category_scores_gemma":[0.0006405559,0.00007637882,0.0002125942,0.0004463898,0.0001670192,0.0003292607,0.0003795126,0.0003075196,0.000273144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837513,"about_ca_system_score_gemma":0.0001719074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004389629,"about_ca_topic_score_gemma":0.0006556642,"domain_scores_codex":[0.9997943,0.00004257517,0.0000400715,0.00004481875,0.00003650295,0.00004174596],"domain_scores_gemma":[0.9996774,0.00002077509,0.0002042481,0.000008936653,0.00003749179,0.00005114048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003827629,0.00006876641,0.9932241,0.00005459677,0.00003449571,0.0003491523,0.0001039963,0.00005857971,0.001490965,0.0000328866,0.0001181277,0.004081539],"study_design_scores_gemma":[0.000007886753,0.0003482204,0.9974952,0.00002370225,0.00001497337,0.001242242,0.0003010032,0.00008671579,0.0002208127,0.00003705173,0.000219848,0.000002450188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978964,0.001021336,0.0001253807,0.00008366099,0.00001016008,0.00002765862,0.0002658404,0.000004195246,0.0005653345],"genre_scores_gemma":[0.9987376,0.0004103316,0.0001663384,0.00007369708,0.00002102238,0.00002300299,0.0003873011,7.755235e-7,0.0001798624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001788836,"threshold_uncertainty_score":0.005984187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141661184394931,"score_gpt":0.3585026234513162,"score_spread":0.2168414390563852,"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."}}