{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001293957,0.0001037782,0.000374043,0.0007595738,0.00007006417,0.0000955703,0.0001458026,0.00006213428,0.0002762496],"category_scores_gemma":[0.0003618874,0.00008389102,0.0001525432,0.0009102965,0.00006511976,0.0001973878,0.0001373563,0.0009154842,0.00002009978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005654816,"about_ca_system_score_gemma":0.000207336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001457261,"about_ca_topic_score_gemma":0.00008630629,"domain_scores_codex":[0.9973764,0.0002976783,0.0004927511,0.0001952312,0.001287188,0.0003507682],"domain_scores_gemma":[0.9975691,0.0001059294,0.00009620008,0.0002316112,0.001866056,0.000131061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009631573,0.003259482,0.9695393,0.0002781234,0.0001482208,0.008190971,0.004225646,0.000001733678,0.003327789,0.00008014542,0.003260344,0.006725021],"study_design_scores_gemma":[0.02057758,0.007526526,0.8084819,0.001607038,0.0001140509,0.000970649,0.1313542,0.00001294627,0.004614489,0.0006726241,0.02383744,0.0002305651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868559,0.002250608,0.0000140992,0.002362234,0.0002066526,0.0006277084,0.000002028703,0.000007978732,0.007672775],"genre_scores_gemma":[0.9973747,0.000185294,0.0002232557,0.0001000787,0.0004111662,0.00001241353,0.0000038773,0.00001829976,0.001670872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610575,"threshold_uncertainty_score":0.3977374,"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."}}