External Validation of the 4C (Coronavirus Clinical Characterization Consortium) Mortality Score in a Teaching

Karima E Bruno1, Henrique Mussi1, Amanda E Bruno1

  • 1Medicina Clinica, Hospital Universitário Antônio Pedro (Ebserh/Universidade Federal Fluminense), Niteroi, BRA.

Cureus
|February 3, 2025
PubMed

Insights

The 4C Mortality Score accurately predicted in-hospital deaths for COVID-19 patients in Brazil. This clinical tool showed excellent discrimination, proving effective for risk stratification in diverse populations.

Area of Science:

  • Infectious Diseases
  • Clinical Medicine
  • Epidemiology

Background:

  • The 4C (Coronavirus Clinical Characterization Consortium) Mortality Score aids in predicting COVID-19 in-hospital mortality.
  • Validation in Brazil was limited, necessitating local assessment.
  • The score uses clinical and laboratory data for risk stratification.

Purpose of the Study:

  • To evaluate the accuracy of the 4C Mortality Score in a Brazilian university teaching hospital.
  • To determine the score's discriminative ability for COVID-19 mortality in this population.

Main Methods:

  • Observational, longitudinal, retrospective study in Rio de Janeiro, Brazil.
  • Included 208 hospitalized COVID-19 patients.
  • Calculated 4C Mortality Score using age, sex, Charlson index, respiratory rate, oxygen saturation, Glasgow Coma Scale, urea, and CRP.

Main Results:

  • Overall mortality was 39.9%.
  • Independent predictors of mortality included age, hemoglobin, CRP, mechanical ventilation, and vasopressor use.
  • The 4C Mortality Score achieved an area under the receiver operating characteristic curve (AUC-ROC) of 89.9%.

Conclusions:

  • The 4C Mortality Score demonstrated excellent discrimination for COVID-19 mortality in a Brazilian teaching hospital.
  • The findings support its use for risk stratification in similar settings.
  • Further validation across diverse Brazilian populations is warranted.

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