{"id":"W2933592092","doi":"10.3346/jkms.2019.34.e114","title":"Changes in Relative Importance of the 5-Level Triage System, Korean Triage and Acuity Scale, for the Disposition of Emergency Patients Induced by Forced Reduction in Its Level Number: a Multi-Center Registry-based Retrospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"Journal of Korean Medical Science","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Interquartile range; Medicine; Emergency department; Disposition; Emergency medicine; Logistic regression; Medical emergency; Demography; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001844538,0.0004860112,0.0005026282,0.0007990302,0.0005318262,0.000957834,0.0006370741,0.0005502976,0.001452227],"category_scores_gemma":[0.004536917,0.000604087,0.001468018,0.001202256,0.0003364594,0.001029154,0.0007285693,0.001412459,0.0002745847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410252,"about_ca_system_score_gemma":0.0008373145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360727,"about_ca_topic_score_gemma":0.003914119,"domain_scores_codex":[0.9987802,0.0002413702,0.0001774172,0.0004458815,0.0001824947,0.0001725977],"domain_scores_gemma":[0.9975094,0.0003418452,0.001054113,0.0005503956,0.0002940108,0.0002502589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132677,0.00002301211,0.9990842,0.000004816917,0.00009336283,0.00005963181,0.0000354514,0.00003288396,0.00005040266,0.00001795251,0.00008157857,0.0004033234],"study_design_scores_gemma":[0.00001748946,0.0001403864,0.9976004,0.00000684935,0.0001510098,0.0004657478,0.0002867227,0.0009771556,0.00006956048,0.00005711933,0.0002139369,0.00001360302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990164,0.0001590117,0.0002397661,0.00002460572,0.00001095005,0.00001081401,0.00042048,0.000003784925,0.0001141817],"genre_scores_gemma":[0.9988985,0.00009323374,0.0001737754,0.00001989052,0.00001301717,0.00001780222,0.0006718334,0.000004505418,0.0001075003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00360727,"threshold_uncertainty_score":0.009754956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845334119574423,"score_gpt":0.3310320123882055,"score_spread":0.2925786711924613,"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."}}