{"id":"W2069024803","doi":"10.1016/j.burns.2005.12.012","title":"Characteristics of 1494 pediatric burn patients in Shanghai","year":2006,"lang":"en","type":"article","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Scalding; Pediatric burn; Total body surface area; Incidence (geometry); Etiology; Population; Epidemiology; Poison control; Pediatrics; Sepsis; Burn center; Surgery; Injury prevention; Medical record; Emergency medicine; Internal medicine; 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":[0.00007745677,0.00008510567,0.0002175976,0.0001990979,0.00001177687,0.000005698974,0.00006075359,0.00004727784,0.0001564744],"category_scores_gemma":[0.00003635327,0.00007375505,0.00005522576,0.0002289853,0.00001989346,0.00004121416,0.00003612594,0.00007735339,0.00003954598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645017,"about_ca_system_score_gemma":0.00001311431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063804,"about_ca_topic_score_gemma":0.00001615734,"domain_scores_codex":[0.9992451,0.00001020594,0.000293617,0.0001122978,0.0001774286,0.0001613645],"domain_scores_gemma":[0.9996541,0.00002063374,0.00009506563,0.0001505681,0.00004915347,0.00003046648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003253784,0.0002424689,0.9954516,0.0001036858,0.000004978067,0.00001281894,0.00003670648,3.626216e-7,0.00002516883,0.0005160209,0.002503192,0.001070417],"study_design_scores_gemma":[0.001068488,0.00009611912,0.9947025,0.0000209627,0.00005051413,4.437967e-7,0.00001093977,0.00001897725,0.00007661361,0.0001283029,0.003756101,0.00007005202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918095,0.00006114808,0.00003228736,0.0001635898,0.0001775635,0.0001976643,0.00001081332,0.00002240679,0.007525044],"genre_scores_gemma":[0.9963071,0.00007408463,0.0001175281,0.0001225811,0.0002589729,0.000004662379,0.00007193667,0.0000116345,0.003031555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004497563,"threshold_uncertainty_score":0.3007644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069566939873844,"score_gpt":0.2454276456426485,"score_spread":0.23473197624391,"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."}}