CRP and COVID-19: For example, the single tree XGBoost model proposed by Yan et al. 2020 using LDH, hs-CRP, and lymphocytes as blood biomarkers was able to predict the mortality of COVID-19 individuals with an accuracy of 90 ± 0.537 and F1 score of 95 ± 0.06.