{"id":"W2751488002","doi":"10.3346/jkms.2017.32.10.1702","title":"Clinical Considerations When Applying Vital Signs in Pediatric Korean Triage and Acuity Scale","year":2017,"lang":"en","type":"article","venue":"Journal of Korean Medical Science","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seoul National University Hospital; Seoul National University","keywords":"Vital signs; Triage; Scale (ratio); Medicine; Medical emergency; Intensive care medicine; Emergency medicine; Surgery; Geography; Cartography","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":[0.006391566,0.0006929612,0.0009941786,0.00122204,0.0004964373,0.001556387,0.0006726326,0.0005619705,0.00110417],"category_scores_gemma":[0.01988726,0.0002611087,0.0008185375,0.001286805,0.0007317565,0.00141298,0.001064296,0.001593053,0.0004658216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008586199,"about_ca_system_score_gemma":0.001746747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764618,"about_ca_topic_score_gemma":0.006521313,"domain_scores_codex":[0.9895649,0.003502075,0.003576867,0.0005488729,0.00228813,0.0005191967],"domain_scores_gemma":[0.9917835,0.002882949,0.0020079,0.000348437,0.002400777,0.0005764746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004001457,0.0001583516,0.9307363,0.0006002397,0.0001394184,0.002204101,0.002249348,0.0005170971,0.001809867,0.0006813311,0.005411051,0.05509278],"study_design_scores_gemma":[0.00009415414,0.00115779,0.9528482,0.0009538458,0.0002939457,0.009349562,0.00797252,0.004645702,0.004307933,0.001215939,0.01701529,0.000145019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403279,0.0141782,0.01885322,0.005603361,0.001748969,0.001338596,0.002193209,0.0001958474,0.01556069],"genre_scores_gemma":[0.9798926,0.003368923,0.01306061,0.001096996,0.0002779712,0.0007772047,0.0008189474,0.00003400852,0.0006727362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006391566,"threshold_uncertainty_score":0.03380227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06494402416489888,"score_gpt":0.3979158170889249,"score_spread":0.3329717929240261,"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."}}