Journal of Clinical Medicine · 2020 · 26 citations · 31 references
MedicineEmergency Medical ServicesEmergency MedicineEarly DetectionPrehospital Emergency CareRisk AssessmentMortality Risk AssessmentPrognostic AssessmentEarly Warning Score SystemsEarly Warning ScoresEarly Warning Scoring SystemsLactate MonitoringLife Support SystemsOutcome PrognosticationPrognostic CriteriaPrognostic Score Validation
The objective of this study was to assess whether the use of prehospital lactate (pLA) can increase the prognostic accuracy of the National Early Warning Score 2 (NEWS2) to detect the risk of death within 48 h. A prospective, multicenter study in adults treated consecutively by the emergency medical services (EMS) included six advanced life support (ALS) services and five hospitals. Patients were assigned to one of four groups according to their risk of mortality (low, low-medium, medium, and high), as determined by the NEWS2 score. For each group, the validity of pLA in our cohort was assessed by the area under the curve (AUC) of the receiver operating characteristic (ROC) curve. In this study, 3081 participants with a median age of 69 years (Interquartile range (IQR): 54–81) were included. The two-day mortality was 4.4% (137 cases). The scale derived from the implementation of the pLA improved the capacity of the NEWS2 to discriminate low risk of mortality, with an AUC of 0.910 (95% CI: 0.87–0.94; p < 0.001). The risk stratification provided by the NEWS2 can be improved by incorporating pLA measurement to more accurately predict the risk of mortality in patients with low risk.
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Peter C. Austin, Ewout W. Steyerberg · Statistical Methods in Medical Research · 2014 · 484 citations · Full text
Philipp Schüetz, Pierre Hausfater, Devendra Amin et al. · Critical Care · 2015 · 100 citations · Full text
Veterinary Medicine, Emergency Medical Services, Emergency Medicine +14