{"id":"W3207587503","doi":"10.1093/jbcr/irab186","title":"Malnutrition in Burns: A Prospective, Single-Center Study","year":2021,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; Burn center; Malnutrition; Total body surface area; Prospective cohort study; Single Center; Odds ratio; Population; Body mass index; Internal medicine; Pediatrics; Surgery; Emergency medicine; Poison control; Environmental health","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":[0.001358083,0.0004756631,0.0006371284,0.0008883892,0.0009755567,0.0008560307,0.0003934334,0.000643444,0.001526053],"category_scores_gemma":[0.002337828,0.0007097134,0.0006010053,0.001300489,0.0004071331,0.001135428,0.0006442288,0.0009036955,0.0004532218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003665787,"about_ca_system_score_gemma":0.0005494726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00362523,"about_ca_topic_score_gemma":0.00475127,"domain_scores_codex":[0.9991253,0.0003070767,0.0001032943,0.0001653657,0.0001703712,0.0001286845],"domain_scores_gemma":[0.9985215,0.0002321749,0.0004624307,0.0001504102,0.0001880968,0.0004454305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194351,0.0001179348,0.999188,0.000004854131,0.00003598545,0.00007812035,0.00006264438,0.0000187486,0.00007677612,0.0000060943,0.00003891982,0.0002524256],"study_design_scores_gemma":[0.00003432112,0.0007567873,0.9977969,0.000009566956,0.00003755118,0.0005239101,0.0004209901,0.0002193869,0.00003879217,0.00001813866,0.0001345754,0.000009218431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995767,0.00008441604,0.00005442175,0.00002154354,0.000003694416,0.00001721973,0.0001227616,0.000001356447,0.0001178474],"genre_scores_gemma":[0.9994579,0.00008670869,0.00008921226,0.00003994071,0.00001334506,0.00002179649,0.0002139646,0.000001805693,0.00007532239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00362523,"threshold_uncertainty_score":0.007208288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09257057520638179,"score_gpt":0.4131021904953927,"score_spread":0.3205316152890109,"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."}}