h of this study is the appropriate statistical analysis used to pool proportions. We also reviewed gray literature from prepublication repositories, which allowed us to include a large number of studies that have not been published yet, with data from a total of 10,890 unique COVID-19 patients being included in this work. Lastly, we tried to narratively descri