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Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
The prognostic implication of the SOFA score on acutely admitted medical patients
L Holm1, M Brabrand2
1MD, Department of Surgery, Vejle Hospital.
Objectives:
To investigate the prognostic implication of the SOFA score on all acutely admitted medical patients, to see how well it could predict 30-day mortality and ICU-admission.
Main Outcome Measures:
Discriminatory power was calculated as AUROC. Calibration was assessed using Hosmer-Lemeshow goodness-of-fit.
Results:
AUROC for 30-day mortality was 0.68, (95% CI, 0.64 to 0.71) and ICU admission 0.71, (95% CI, 0.66 to 0.76). Goodness of fit for 30-day mortality and ICU admission was acceptable.
Conclusions:
The SOFA score showed average ability to predict 30-day mortality and ICU admission with acceptable calibration. When substituting GCS with AVPU the performance of the SOFA score was unacceptable.
Insights
The Sequential Organ Failure Assessment (SOFA) score has average ability to predict 30-day mortality and ICU admission in acutely ill medical patients. Performance was unacceptable when the Glasgow Coma Scale was replaced by the Alert, Voice, Pain, Unresponsive (AVPU) scale.
Area of Science:
- Critical Care Medicine
- Prognostic Biomarkers
- Medical Informatics
Background:
- The Sequential Organ Failure Assessment (SOFA) score is widely used in intensive care units.
- Its prognostic value in general medical admissions requires further investigation.
- Accurate prediction of mortality and ICU admission is crucial for patient management.
Purpose of the Study:
- To evaluate the prognostic implication of the SOFA score in all acutely admitted medical patients.
- To assess the SOFA score's predictive accuracy for 30-day mortality.
- To determine the SOFA score's ability to predict intensive care unit (ICU) admission.
Main Methods:
- Area Under the Receiver Operating Characteristic curve (AUROC) was used to calculate discriminatory power.
- Calibration was assessed using the Hosmer-Lemeshow goodness-of-fit test.
- The study analyzed data from acutely admitted medical patients.
Main Results:
- The SOFA score demonstrated an AUROC of 0.68 for 30-day mortality (95% CI, 0.64 to 0.71).
- The AUROC for ICU admission was 0.71 (95% CI, 0.66 to 0.76).
- Goodness-of-fit indicated acceptable calibration for both outcomes.
Conclusions:
- The SOFA score exhibits average predictive ability for 30-day mortality and ICU admission in this patient cohort.
- Calibration of the SOFA score was found to be acceptable.
- Substituting the Glasgow Coma Scale (GCS) with the Alert, Voice, Pain, Unresponsive (AVPU) scale resulted in unacceptable SOFA score performance.
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