{"id":"W4220826565","doi":"10.1093/jbcr/irac012.020","title":"16 Association of Frailty and Comorbidities with Burn Outcomes: A Multicenter Study","year":2022,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group","funders":"","keywords":"Medicine; Total body surface area; Internal medicine; Diabetes mellitus; Comorbidity; Univariate analysis; Multivariate analysis; Logistic regression; Retrospective cohort study","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":[0.002437504,0.0001070988,0.0004693869,0.0005388999,0.0002113356,0.00004326808,0.000183823,0.00003312978,0.0004689163],"category_scores_gemma":[0.0002971682,0.00007308853,0.00009975915,0.0003625355,0.00006558891,0.0001300648,0.0002443964,0.0008858109,0.000001889151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006124083,"about_ca_system_score_gemma":0.0001564472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371578,"about_ca_topic_score_gemma":0.00009493768,"domain_scores_codex":[0.9965472,0.0003854082,0.0004480762,0.0001294006,0.002219989,0.0002698849],"domain_scores_gemma":[0.9977772,0.0003683946,0.0003364572,0.000194245,0.001216958,0.0001067981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000938573,0.0004502843,0.980144,0.0001358024,0.0005318688,0.000224907,0.009651131,0.000007118274,0.00009426154,0.00001986505,0.004957909,0.002844248],"study_design_scores_gemma":[0.008253395,0.00652139,0.712864,0.00009581535,0.0002531686,0.00003464293,0.2430471,0.00001600033,0.0001515632,0.00004550249,0.02860891,0.0001084726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993874,0.0007618792,0.000009283194,0.002768453,0.0001543318,0.0005150434,0.00001255327,0.000006752985,0.001897708],"genre_scores_gemma":[0.9955673,0.0001352472,0.00007055268,0.0001434683,0.0001014792,0.00001296779,0.00000404767,0.00001749835,0.003947469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.26728,"threshold_uncertainty_score":0.5134305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07132438824583164,"score_gpt":0.3977620671458152,"score_spread":0.3264376788999836,"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."}}