While diabetes, atrial fibrillation, valvular disease, ACE inhibitors, ischemic heart disease, COPD, sex, and initial EF were found to be important features in all sites, we observed some variations in the order and rank of these features across sites. Here, ACE is linked to chronic obstructive pulmonary disease.