ArticleCritical care (London, England)2011
The Simple Triage Scoring System (STSS) successfully predicts mortality and critical care resource utilization in H1N1 pandemic flu: a retrospective analysis.
Article in Critical care (London, England), 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it, 61 citations in OpenAlex.
- Mortality Risk Among Patients With Influenza Illness Admitted to the ICU: A Systematic Review and Meta-Analysis.Influenza and other respiratory viruses · 2025Pooled it
- Systematic review of strategies to manage and allocate scarce resources during mass casualty events.Annals of emergency medicine · 2013Pooled it
- Predicting mortality in hospitalized influenza patients: integration of deep learning-based chest X-ray severity score (FluDeep-XR) and clinical variables.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Physiological scoring systems for early identification of critically ill older adults in the emergency department: a prospective observational cohort study.BMC emergency medicine · 2025Observational
- Predicting major clinical events among Canadian adults with laboratory-confirmed influenza infection using the influenza severity scale.Scientific reports · 2024Article
- Spatiotemporal variations of "triple-demic" outbreaks of respiratory infections in the United States in the post-COVID-19 era.BMC public health · 2023Article
- Critical care and pandemic preparedness and response.British journal of anaesthesia · 2023Review
- Improved performance of an intensive care unit after changing the admission triage model.Scientific reports · 2023Article
- Exploring the clinical benefit of ventilation therapy across various patient groups with COVID-19 using real-world data.Scientific reports · 2023Article
- A literature review of severity scores for adults with influenza or community-acquired pneumonia - implications for influenza vaccines and therapeutics.Human vaccines & immunotherapeutics · 2021Review
- Real-time electronic health record mortality prediction during the COVID-19 pandemic: a prospective cohort study.Journal of the American Medical Informatics Association : JAMIA · 2021Article
- Public Opinion on Priorities Toward Fair Allocation of Ventilators During COVID-19 Pandemic: A Nationwide Survey.Frontiers in public health · 2021Article
- Article
- Allocation of intensive care resources during an infectious disease outbreak: a rapid review to inform practice.BMC medicine · 2020Review
- Comparison of 2 Triage Scoring Guidelines for Allocation of Mechanical Ventilators.JAMA network open · 2020Article
- Triage protocol for allocation of critical health resources during Covid-19 pandemic and public health emergencies. A narrative review.Acta bio-medica : Atenei Parmensis · 2020Review
- Adult ICU Triage During the Coronavirus Disease 2019 Pandemic: Who Will Live and Who Will Die? Recommendations to Improve Survival.Critical care medicine · 2020Article
- General Public Preferences for Allocating Scarce Medical Resources During COVID-19.Frontiers in public health · 2020Article
- Triage.Critical care clinics · 2019Review
- The Critical Care Society of Southern Africa Consensus Statement on ICU Triage and Rationing (ConICTri).The Southern African journal of critical care : the official journal of the Critical Care Society · 2019Article
Corrections and comments
- Commented on by
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionTriage protocols are only initiated when it is apparent that resource deficits will occur across a broad geographical area despite efforts to expand or acquire additional capacity. Prior to the pandemic the UK Department of Health (DOH) recommended the use of a staged triage plan incorporating Sepsis-related Organ Failure Assessment (SOFA) developed by the Ontario Ministry of Health to assist in the triage of critical care admissions and discharges during an influenza outbreak in the UK. There are data to suggest that had it been used in the recent H1N1 pandemic it may have led to inappropriate limitation of therapy if surge capacity had been overwhelmed.
methodsWe retrospectively reviewed the performance of the Simple Triage Scoring System (STSS) as an indicator of the utilization of hospital resources in adult patients with confirmed H1N1 admitted to a university teaching hospital. Our aim was to compare it against the staged initial SOFA score process with regards to mortality, need for intensive care admission and requirement for mechanical ventilation and assess its validity.
resultsOver an 8 month period, 62 patients with confirmed H1N1 were admitted. Forty (65%) had documented comorbidities and 27 (44%) had pneumonic changes on their admission CXR. Nineteen (31%) were admitted to the intensive care unit where 5 (26%) required mechanical ventilation (MV). There were 3 deaths. The STSS group categorization demonstrated a better discriminating accuracy in predicting critical care resource usage with a receiver operating characteristic area under the curve (95% confidence interval) for ICU admission of 0.88 (0.78-0.98) and need for MV of 0.91 (0.83-0.99). This compared to the staged SOFA score of 0.77 (0.65-0.89) and 0.87 (0.72-1.00) respectively. Low mortality rates limited analysis on survival predictions.
conclusionsThe STSS accurately risk stratified patients in this cohort according to their risk of death and predicted the likelihood of admission to critical care and the requirement for MV. Its single point in time, accuracy and easily collected component variables commend it as an alternative reproducible system to facilitate the triage and treatment of patients in any future influenza pandemic.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.