{"id":"W4403936911","doi":"10.29173/cjen196","title":"Accuracy of the Quebec Pre-Hospital Triage Scale (EQTPT) in Predicting the Need for Trauma Team Activation: A Retrospective Administrative Data Study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Athabasca University; McGill University","funders":"","keywords":"Triage; Scale (ratio); Retrospective cohort study; Medical emergency; Medicine; Emergency medicine; Cartography; Surgery; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007672598,0.0001876168,0.0003990514,0.0002300602,0.000304321,0.00003120408,0.000461159,0.00006428111,0.00008452521],"category_scores_gemma":[0.001442927,0.0001166477,0.0002209682,0.0008106996,0.0001465548,0.0003988173,0.0000210864,0.0005170573,3.338776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427414,"about_ca_system_score_gemma":0.002044747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01384874,"about_ca_topic_score_gemma":0.1798211,"domain_scores_codex":[0.9980889,0.0001147909,0.0008672525,0.0002671859,0.0003302789,0.0003315839],"domain_scores_gemma":[0.9985045,0.0001744088,0.000322185,0.0004500293,0.0003677549,0.0001811916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006987395,0.0007229404,0.544998,0.0002765193,0.001292501,0.00006725716,0.317754,0.0000560599,0.0008168419,0.0003430508,0.05783867,0.07513543],"study_design_scores_gemma":[0.00125307,0.001359876,0.8664851,0.001840429,0.0005180834,0.00003010947,0.125094,0.0003836302,0.0005546684,0.0004428905,0.001877992,0.0001601482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820368,0.002952202,0.0001331187,0.006096332,0.00527679,0.001468371,0.0001297732,0.000009210695,0.001897456],"genre_scores_gemma":[0.9987883,0.00003994451,0.00006203706,0.0000168596,0.0007796169,0.00001915695,0.000007841066,0.00002633916,0.0002599245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3214871,"threshold_uncertainty_score":0.9927182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07169683893084651,"score_gpt":0.3784252897496561,"score_spread":0.3067284508188096,"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."}}