We independently analyzed 2 cohorts : ( 1 ) consecutive admissions at the University of Pennsylvania ( Penn ) with a primary discharge diagnosis of heart failure ( n = 657 ) and ( 2 ) patients in the Evaluation Study of Congestive Heart Failure and Pulmonary Artery Catheterization Effectiveness ( ESCAPE ) data set ( n = 390 ) .