Selected article for: "ROC analysis and specificity sensitivity"

Author: Esteban Ronda, Violeta; Ruiz Alcaraz, Sandra; Ruiz Torregrosa, Paloma; Giménez Suau, Mario; Nofuentes Pérez, Ester; León Ramírez, José Manuel; Andrés, Mariano; Moreno-Pérez, Óscar; Candela Blanes, Alfredo; Gil Carbonell, Joan; Merino de Lucas, Esperanza
Title: Application of validated severity scores for pneumonia caused by SARS-CoV-2()
  • Cord-id: 1a52r1bl
  • Document date: 2021_6_30
  • ID: 1a52r1bl
    Snippet: OBJECTIVES: Compare the accuracy of PSI, CURB-65, MuLBSTA and COVID-GRAM prognostic scores to predict mortality, the need for invasive mechanical ventilation (IMV) in patients with pneumonia caused by SARS-CoV-2 and assess the coexistence of bacterial respiratory tract infection during admission. METHODS: Retrospective observational study that included hospitalized adults with pneumonia caused by SARS-CoV-2 from 15/03 to 15/05/2020. We excluded immunocompromised patients, nursing home residents
    Document: OBJECTIVES: Compare the accuracy of PSI, CURB-65, MuLBSTA and COVID-GRAM prognostic scores to predict mortality, the need for invasive mechanical ventilation (IMV) in patients with pneumonia caused by SARS-CoV-2 and assess the coexistence of bacterial respiratory tract infection during admission. METHODS: Retrospective observational study that included hospitalized adults with pneumonia caused by SARS-CoV-2 from 15/03 to 15/05/2020. We excluded immunocompromised patients, nursing home residents and those admitted in the previous 14 days for another reasons. Analysis of ROC curves was performed, calculating the area under the curve for the different scales, as well as sensitivity, specificity and predictive values. RESULTS: 208 patients were enrolled, aged 63 ± 17 years, 57,7% were men. 38 patients were admitted to ICU (23,5%), of these patients 33 required IMV (86,8%), with an overall mortality of 12,5%. Area under the ROC curves for mortality of the scores were: PSI 0,82 (95% CI 0,73–0,91), CURB-65 0,82 (0,73–0,91), MuLBSTA 0,72 (0,62–0,81) and COVID-GRAM 0,86 (0,70–1). Area under the curve for needing IMV was: PSI 0,73 (95% CI 0,64–0,82), CURB-65 0,66 (0,55–0,77), MuLBSTA 0,78 (0,69–0,86) and COVID-GRAM 0,76 (0,67–0,85), respectively. Patients with bacterial co-infections of the respiratory tract were 20 (9,6%), the most frequent strains being Pseudomonas aeruginosa and Klebsiella pneumoniae. CONCLUSIONS: In our study, the COVID-GRAM score was the most accurate to identify patients with higher mortality with pneumonia caused by SARS-CoV-2; however, none of these scores accurately predicts the need for IMV with ICU admission. 10% of patients admitted presented bacterial respiratory co-infection.

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