{"id":"W4388753334","doi":"10.1016/j.injury.2023.111220","title":"Current trauma team activation processes at Canadian trauma centres: A national survey","year":2023,"lang":"en","type":"article","venue":"Injury","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Interior Health; London Health Sciences Centre; Vancouver General Hospital; Western University","funders":"","keywords":"Medicine; Pediatric trauma; Descriptive statistics; Population; Thematic analysis; Family medicine; Medical emergency; Injury prevention; Poison control; Environmental health; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002414307,0.0004659998,0.0006387405,0.003711387,0.004471839,0.0026061,0.002761755,0.001452911,0.003714163],"category_scores_gemma":[0.008271351,0.0009227712,0.00109097,0.0107629,0.001100835,0.001467299,0.002300039,0.001842894,0.0006279863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05005463,"about_ca_system_score_gemma":0.0683582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912788,"about_ca_topic_score_gemma":0.9952317,"domain_scores_codex":[0.9952496,0.0003788532,0.0005665747,0.0004094505,0.001718336,0.001677192],"domain_scores_gemma":[0.9868869,0.0006380338,0.002787903,0.0002398996,0.006494751,0.00295252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005176686,0.00008563979,0.990994,0.00009310271,0.00005214855,0.00005713372,0.002840419,0.000069409,0.00005426305,0.00007830701,0.002692895,0.002930853],"study_design_scores_gemma":[0.000002826936,0.00001656222,0.9951788,0.00004365337,0.00001011625,0.0000254349,0.003756863,0.00004781367,0.00001156754,0.000007197021,0.0008880197,0.0000110814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770352,0.001919725,0.0001630823,0.001787617,0.00004147163,0.0001916162,0.01219249,0.00002217406,0.006646724],"genre_scores_gemma":[0.9905587,0.001787329,0.0003593289,0.0007526288,0.00001965119,0.00009359093,0.004909596,0.00001464321,0.001504669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9499454,"threshold_uncertainty_score":0.3631734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902188457915301,"score_gpt":0.3489137337348358,"score_spread":0.2798918491556828,"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."}}