“…Several DPC data on different medical fields and diseases, including cancer [ 21 ], cardiovascular [ 22 ], trauma [ 23 ], burns [ 24 ], hematologic [ 15 ], respiratory [ 25 ], gastrointestinal [ 17 ], and cerebrovascular [ 24 ] diseases have been published. However, some limitations have been pointed out in these studies [ 11 , 19 , 21 – 25 ]. For example, the DPC data do not include vital signs, laboratory data, systemic and respiratory variables that represent the pathophysiology of severe pneumonia and are related to the prognosis (i.e., sequential organ failure assessment score, PaO2/FiO2, ventilator settings, and positive end-expiratory pressure level) or cause of death.…”