<qa>  What is the purpose of the study?Purpose The purpose of the study is to describe early predictors and to develop a prediction tool that accurately identifies the need for mechanical ventilation MV in pneumonia patients with hypoxemic acute respiratory failure ARF treated with high-flow nasal cannula HFNC. 