1. Division of Pulmonary, Allergy, and Critical Care, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; and
2. Palliative and Advanced Illness Research (PAIR) Center,
3. Leonard Davis Institute of Health Economics, and
4. Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania