{"id":"W2295871801","doi":"10.1017/cjn.2015.320","title":"Health & Economic Burden of Traumatic Brain Injury in the Emergency Department","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Emergency department; Medicine; Traumatic brain injury; Epidemiology; Population; Injury prevention; Occupational safety and health; Incidence (geometry); Poison control; Emergency medicine; Health care; Indirect costs; Public health; Environmental health; Gerontology; Pediatrics; Demography; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003170681,0.00019011,0.0001594659,0.0009538098,0.0005619488,0.0009284105,0.00037672,0.000252966,0.004712486],"category_scores_gemma":[0.003257284,0.0001078307,0.0002620249,0.001327917,0.000350181,0.0003384424,0.0006281377,0.000338472,0.0003383869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009631814,"about_ca_system_score_gemma":0.006622274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.47375,"about_ca_topic_score_gemma":0.607123,"domain_scores_codex":[0.9993148,0.0001175694,0.00005561471,0.00003335246,0.0003164242,0.0001623148],"domain_scores_gemma":[0.9987656,0.00007315532,0.000492526,0.00001762526,0.0004269781,0.0002241383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001547213,0.0000808568,0.9380091,0.0003041538,0.0002975451,0.0005207976,0.0002063841,0.0012424,0.0001671149,0.0007011043,0.0182566,0.04005921],"study_design_scores_gemma":[0.00001557429,0.00003756394,0.9897008,0.0001419461,0.00004025751,0.0003585928,0.0004681395,0.0009952893,0.00003476854,0.0001655482,0.008034051,0.000007367659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173287,0.009194657,0.0004169637,0.01049789,0.0001636527,0.0001762495,0.02598284,0.0000317035,0.03620721],"genre_scores_gemma":[0.9897891,0.003035907,0.0003603058,0.0003866409,0.00006049847,0.00003560634,0.004430168,0.000004998149,0.001896666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.52625,"threshold_uncertainty_score":0.941985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068057881596953,"score_gpt":0.3677637152598505,"score_spread":0.2609579271001552,"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."}}