ArticleScientific reports2025
The clinical frailty scale improves risk prediction in older emergency department patients: a comparison with qSOFA, NEWS2, and REMS.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.
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Who cites it
13 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- [Frailty in intensive care medicine].Medizinische Klinik, Intensivmedizin und Notfallmedizin · 2026Pooled it
- Interplay between frailty and cardiometabolic disorders: from pathophysiology to clinical implications.Cardiovascular diabetology · 2025Pooled it
- Prognostic Value of the Richmond Agitation-Sedation Scale for Mortality and Admission in Older Emergency Department Patients.Medicina (Kaunas, Lithuania) · 2026Article
- Integrating frailty and acute illness severity scoring for risk stratification in acute geriatric care: Review and practical guide.World journal of critical care medicine · 2026Review
- Integrated Risk Stratification Using Comorbidity Burden, Frailty, and Systemic Inflammation to Predict 30-Day Mortality in Older Emergency Department Patients: A Prospective Cohort Study.Journal of clinical medicine · 2026Article
- Acid-Base Dysregulation Links Aging Metabolism to Frailty.Aging cell · 2026Article
- When the older patient meets the emergency department: paradigm shift for a super-aged Singapore.Singapore medical journal · 2026Article
- Comparative prognostic performance of identification of seniors at risk tool and national early warning score for 30-day adverse outcomes in older emergency department patients.BMC emergency medicine · 2026Observational
- Combining the National Early Warning Score 2 with Frailty Assessment to Identify Patients at Risk of In-Hospital Cardiac Arrest: A Descriptive Exploratory Study.Medicina (Kaunas, Lithuania) · 2026Observational
- Clinical frailty score for hospital outcome for patients aged ≥ 75 following emergency department resuscitation room admission: a retrospective monocenter study.Internal and emergency medicine · 2026Article
- Article
- Gaming Against Frailty: Effects of Virtual Reality-Based Training on Postural Control, Mobility, and Fear of Falling Among Frail Older Adults.Journal of clinical medicine · 2025Article
- Article
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7 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Vital signs are essential for monitoring and prognostication in the emergency department (ED); however, they may not fully capture the complexity of frailty in older adults. In this multicenter retrospective study of 932 older patients who visited the EDs of three tertiary university hospitals between August 1 and October 31, 2023, we investigated the prognostic value of the Clinical Frailty Scale (CFS) in older patients in the ED and its potential to improve existing vital sign-based scoring systems. The primary outcomes were hospital admission, intensive care unit (ICU) admission, and in-hospital mortality. The AUROC was used to evaluate and compare the predictive performance of CFS, qSOFA, NEWS2, and REMS scores individually and in combination. Combining the CFS with these scores significantly improved predictive accuracy compared to individual scores alone. For hospital admission, the AUROCs were 0.715 (95% CI 0.685-0.744), 0.723 (95% CI 0.693-0.752), and 0.688 (95% CI 0.657-0.718) for CFS + qSOFA, CFS + NEWS2, and CFS + REMS, respectively. For ICU admission, the AUROCs were 0.730 (95% CI 0.701-0.759), 0.714 (95% CI 0.684-0.743), and 0.707 (95% CI 0.677-0.736), respectively. For in-hospital mortality, the AUROCs were 0.798 (95% CI: 0.771-0.823), 0.774 (95% CI: 0.746-0.801), and 0.819 (95% CI: 0.793-0.843), respectively, indicating excellent performance. Incorporating frailty assessment using the CFS enhances risk stratification in older patients in the ED by complementing vital sign-based scores. This provides a more comprehensive assessment, enabling better informed clinical decisions. This study supports employing routine frailty assessment in the ED and the development of enhanced risk stratification tools that incorporate frailty.
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