{"id":"W1571003709","doi":"10.1016/j.jpeds.2015.05.041","title":"The BIG Score and Prediction of Mortality in Pediatric Blunt Trauma","year":2015,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Glasgow Coma Scale; Injury Severity Score; Emergency department; Intubation; Blunt trauma; Emergency medicine; Mortality rate; Intensive care unit; Abbreviated Injury Scale; Receiver operating characteristic; Retrospective cohort study; Blunt; Revised Trauma Score; Trauma center; Anesthesia; Internal medicine; Poison control; Injury prevention; Surgery","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":[0.001085108,0.0005765007,0.0004427915,0.001100107,0.0004070612,0.0008817779,0.0004544495,0.0006618103,0.001215376],"category_scores_gemma":[0.006366571,0.0002507948,0.0007546134,0.0009365613,0.0004427778,0.0007212462,0.0009516943,0.001484509,0.0002095502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005583839,"about_ca_system_score_gemma":0.0008190532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317479,"about_ca_topic_score_gemma":0.002860915,"domain_scores_codex":[0.9992355,0.0003138351,0.00007854795,0.00005503596,0.0001862493,0.0001308817],"domain_scores_gemma":[0.996135,0.001091474,0.001244189,0.0001420555,0.0002931896,0.001094066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006685525,0.0000200512,0.9981413,0.000005444992,0.00004358373,0.00006142112,0.00002415808,0.0001328393,0.00002676043,0.00006291158,0.000180173,0.001234541],"study_design_scores_gemma":[0.000005261064,0.00008815387,0.9978765,0.00001786856,0.0000402083,0.0002755154,0.0001722217,0.001137442,0.00006383802,0.0001836398,0.0001328295,0.000006439293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972191,0.0008051102,0.0001863272,0.0003646538,0.00006270724,0.00000613434,0.0002627628,0.00001132484,0.001081872],"genre_scores_gemma":[0.9990351,0.0003022414,0.0002045506,0.00003388558,0.00004810696,0.000006073288,0.0002451012,0.000003592468,0.0001212455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00317479,"threshold_uncertainty_score":0.006312609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08549038354805176,"score_gpt":0.3019119964889402,"score_spread":0.2164216129408885,"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."}}