In this study, univariate and multivariate Cox regression analysis were performed to determine the independent effect of risk factors for progression from non-severe to severe COVID-19 or death. For sample size estimation, at least 10 samples are generally required as events per variable 9. There were 17 independent variables in this study, so each group needed at least 170 cases, and the total sample size needed at least 340 cases.

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