{"id":"W4220814638","doi":"10.1177/14604086211064447","title":"Pre-hospital trauma triage: Outcomes of interfacility transferred trauma patients meeting pre-hospital triage criteria","year":2022,"lang":"en","type":"article","venue":"Trauma","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Triage; Trauma center; Glasgow Coma Scale; Emergency medicine; Injury Severity Score; Major trauma; Emergency department; Retrospective cohort study; Blunt trauma; Medical emergency; Intensive care unit; Logistic regression; Abbreviated Injury Scale; Poison control; Injury prevention; Intensive care medicine; Surgery; Internal medicine","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":[0.0004788547,0.000199811,0.0002635663,0.0007679793,0.000427323,0.0007442939,0.0004248415,0.0003851699,0.00243247],"category_scores_gemma":[0.004490243,0.0001394743,0.0004174739,0.001016961,0.0003359668,0.0007974344,0.0007183566,0.000653406,0.0001979914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009017908,"about_ca_system_score_gemma":0.000771738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008731985,"about_ca_topic_score_gemma":0.008483417,"domain_scores_codex":[0.9993125,0.00009273249,0.0000935124,0.000117383,0.0002130616,0.0001707485],"domain_scores_gemma":[0.9974059,0.0002821412,0.001536498,0.00009029399,0.0002654123,0.0004196623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008109537,0.00003767852,0.9980127,0.000008690035,0.00001705356,0.0001121245,0.0000662392,0.00007095661,0.000053544,0.00001206178,0.0001310852,0.001396795],"study_design_scores_gemma":[0.000005626227,0.0001954398,0.9986824,0.00001400401,0.000008486272,0.0004023214,0.0002863348,0.0002191575,0.00005362594,0.00002038745,0.0001081586,0.000004088346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999189,0.0001193616,0.00005352788,0.00005506479,0.000006342608,0.00001456992,0.0002144066,0.000003047707,0.0003447901],"genre_scores_gemma":[0.9995527,0.00004700377,0.00003053296,0.00001520916,0.000007527319,0.00001003275,0.0002682495,8.20674e-7,0.00006803574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008731985,"threshold_uncertainty_score":0.01736236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253878706145214,"score_gpt":0.3012833683416917,"score_spread":0.2787445812802395,"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."}}