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899, 95% CI 0.824-0.949, P.001) had excellent predictive performance for severe type. The optimal cut-off for 'age+neutrophilic percentage' was 119.1 (sensitivity, 86.5%; specificity, 84.6%; Youden index, 0.712). The combination of age and neutrophil percentage could effectively predict severe COVID-19. The sum of age and neutrophil percentage was recommended for clinical application because of its excellent predictive value and practicability. China Clinical Trial Registry, number ChiCTR2000030226. Registered 26 February 2020-Re