{"id":"W3010436208","doi":"10.1016/j.accpm.2020.03.006","title":"Management of severe thermal burns in the acute phase in adults and children","year":2020,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; St. Michael's Hospital","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Airway management; Population; Burn center; Medical emergency; Burn injury; MEDLINE; Cohort; Emergency medicine; Family medicine; Airway; Poison control; Surgery; 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":[0.0008144195,0.0001914289,0.0004532366,0.0001185234,0.00003053308,0.000007165304,0.000193053,0.00006767829,0.00009435383],"category_scores_gemma":[0.0001739709,0.0001209194,0.00005790602,0.0004096558,0.0003360801,0.00006139536,0.00004465692,0.0002769549,0.000003389506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002270901,"about_ca_system_score_gemma":0.00001220439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008470556,"about_ca_topic_score_gemma":0.00001294342,"domain_scores_codex":[0.9983277,0.0002549682,0.000405943,0.0003015373,0.0004154381,0.0002944508],"domain_scores_gemma":[0.99936,0.0001682513,0.00003437963,0.000250789,0.00004667922,0.0001399307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002867883,0.0006795987,0.6241663,0.003905153,0.0002610145,0.007259239,0.02734623,0.000003040434,0.00009818972,0.0341273,0.003584435,0.2957016],"study_design_scores_gemma":[0.01785435,0.006738809,0.9272199,0.002631463,0.0007946564,0.0000521685,0.04069933,0.0003642879,0.00004659549,0.0003718369,0.002845126,0.0003814727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974755,0.002483657,0.00008464865,0.09743769,0.00001483902,0.000717736,0.000002677138,0.00002585053,0.001757366],"genre_scores_gemma":[0.977707,0.0005303369,0.0002690977,0.02128672,0.0001135602,0.00002514572,0.00003865246,0.00001678388,0.00001271331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3030536,"threshold_uncertainty_score":0.4930951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524083312942286,"score_gpt":0.3101013563021986,"score_spread":0.2948605231727758,"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."}}