We owe a great deal to the support of our collaborators: Gary Small, MD, Andrea Kaplan, Karen Miller, Ranga Krishnan, MD, Murali Doraiswamy, MD, Jessica Sylvester, Jerome Yesavage, MD, Cathy Fenn, Trey Sundlerand, MD, Judy Friz, PhD, and Sue Bell, MSW. We also thank Kim Elmo and the Health Care Financing Administration for providing the Medicare cohort and to Mark Sobel, MD, Roger Aamodt, MD, Rick Martinez, MD, Carol Freund, PhD, Kate Berg, PhD, Ben Wilfond, MD, Sarah Hull, PhD, Kiran Prasad, Brian Clarridge, PhD, and Diane Fairclough, PhD.