CRP and respiratory failure: In addition, by utilizing the Shapley method, we found that several factors had a significant influence on the development of severe respiratory failure, including a low lymphocyte count, high left upper and right upper lung zone CT scores, a high neutrophil count, a low decrease in serum CRP levels on the third day of hospitalization, a high Charlson comorbidity index value, and high procalcitonin levels.