{"id":"W2007332171","doi":"10.1097/bcr.0b013e3181e4d680","title":"Predicting Prognosis in Thermal Burns With Associated Inhalational Injury: A Systematic Review of Prognostic Factors in Adult Burn Victims","year":2010,"lang":"en","type":"review","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"London School of Hygiene and Tropical Medicine","keywords":"Medicine; Mortality rate; Population; Emergency medicine; Intensive care medicine; Poison control; Multivariate analysis; Burn injury; Injury prevention; Risk of mortality; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00360395,0.001039185,0.00460808,0.00610357,0.0003401187,0.001178372,0.001029016,0.0009245142,0.002355332],"category_scores_gemma":[0.02274307,0.0006015302,0.003356711,0.008074658,0.0004078712,0.001555132,0.0005785757,0.0005628408,0.0002351439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461167,"about_ca_system_score_gemma":0.004999577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005802383,"about_ca_topic_score_gemma":0.01655819,"domain_scores_codex":[0.9978173,0.0007140677,0.0008796703,0.0001632896,0.0003671343,0.0000586531],"domain_scores_gemma":[0.9863754,0.01006287,0.002287335,0.0001113006,0.001017362,0.0001457201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002920903,0.00004204538,0.004642855,0.8464987,0.006679914,0.0002198453,0.0002866255,0.0001813663,0.0001379397,0.0001635916,0.00220438,0.1386507],"study_design_scores_gemma":[0.0004330956,0.0005400819,0.03029738,0.8497196,0.08747047,0.001656439,0.0006919825,0.0002785932,0.000355202,0.0004468708,0.02803938,0.0000708759],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001661412,0.9976873,0.00009106311,0.0001373835,0.00004091366,0.00008717149,0.0001600088,0.00000399285,0.0001306217],"genre_scores_gemma":[0.01204906,0.9871168,0.0004420858,0.00009551006,0.00003239148,0.0001096824,0.000107008,0.000001346738,0.00004614387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00610357,"threshold_uncertainty_score":0.01905972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0579258339473716,"score_gpt":0.3985706894255105,"score_spread":0.3406448554781389,"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."}}