Models are based on data for 10,935 patients with no missing data.* For the Charlson Comorbidity Index items: Only those with the disease are listed. Individual patients can appear in multiple disease categories. HIV/AIDS was not included in the model due to the small number of patients with this condition receiving tracheostomy.