Author: Boero, Enrico; Rovida, Serena; Schreiber, Annia; Berchialla, Paola; Charrier, Lorena; Cravino, Marta Maria; Converso, Marcella; Gollini, Paola; Puppo, Mattia; Gravina, Angela; Fornelli, Giorgia; Labarile, Giulia; Sciacca, Santi; Bove, Tiziana; Karakitsos, Dimitrios; Aprà , Franco; Blaivas, Michael; Vetrugno, Luigi
Title: The COVIDâ€19 Worsening Score (COWS)—a predictive bedside tool for critical illness Cord-id: 0bkeqja5 Document date: 2021_1_24
ID: 0bkeqja5
Snippet: OBJECTIVES: To evaluate the accuracy of a new COVIDâ€19 prognostic score based on lung ultrasound (LUS) and previously validated variables in predicting critical illness. METHODS: We conducted a singleâ€center retrospective cohort development and internal validation study of the COVIDâ€19 Worsening Score (COWS), based on a combination of the previously validated COVIDâ€GRAM score (GRAM) variables and LUS. Adult COVIDâ€19 patients admitted to the emergency department (ED) were enrolled. Ten
Document: OBJECTIVES: To evaluate the accuracy of a new COVIDâ€19 prognostic score based on lung ultrasound (LUS) and previously validated variables in predicting critical illness. METHODS: We conducted a singleâ€center retrospective cohort development and internal validation study of the COVIDâ€19 Worsening Score (COWS), based on a combination of the previously validated COVIDâ€GRAM score (GRAM) variables and LUS. Adult COVIDâ€19 patients admitted to the emergency department (ED) were enrolled. Ten variables previously identified by GRAM, days from symptom onset, LUS findings, and peripheral oxygen saturation/fraction of inspired oxygen (P/F) ratio were analyzed. LUS score as a single predictor was assessed. We evaluated GRAM model's performance, the impact of adding LUS, and then developed a new model based on the most predictive variables. RESULTS: Among 274 COVIDâ€19 patients enrolled, 174 developed critical illness. The GRAM score identified 51 patients at high risk of developing critical illness and 132 at low risk. LUS score over 15 (range 0 to 36) was associated with a higher risk ratio of critical illness (RR, 2.05; 95% confidence interval [CI], 1.52â€2.77; area under the curve [AUC], 0.63; 95% CI 0.676â€0.634). The newly developed COVIDâ€19 Worsening Score relies on five variables to classify high†and lowâ€risk patients with an overall accuracy of 80% and negative predictive value of 93% (95% CI, 87%â€98%). Patients scoring more than 0.183 on COWS showed a RR of developing critical illness of 8.07 (95% CI, 4.97â€11.1). CONCLUSIONS: COWS accurately identify patients who are unlikely to need intensive care unit (ICU) admission, preserving resources for the remaining highâ€risk patients.
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