In our study, it was seen that the variables that best predicted the development of severe respiratory failure were the presence of underlying diseases, age, neutrophil and lymphocyte counts, the CT score of the upper lung zone, and serum CRP and procalcitonin levels. Here, CRP is linked to respiratory failure.