1. Division of Pulmonary, Allergy, and Critical Care, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia
2. Palliative and Advanced Illness Research Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
3. Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
4. Wharton Department of Statistics and Data Science, University of Pennsylvania, Philadelphia
5. Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
6. Division of Research, Kaiser Permanente, Oakland, California
7. Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia
8. Department of Medical Ethics and Health Policy, University of Pennsylvania Perelman School of Medicine, Philadelphia