This study identified age, sex, symptoms of lower respiratory complaints, higher levels of CRP and LDH, as well as living in a retirement home, as the set of variables predicting progression to critical/fatal COVID-19, however varying in terms of hazard ratios for critical disease state and in-hospital death. This evidence concerns the gene CRP and COVID-19.