1. 1Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan.
2. 2Taubman Health Sciences Library, University of Michigan, Ann Arbor, Michigan.
3. 3Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan. Current Position: Department of Anesthesiology, Northwestern Medicine, Chicago, Illinois.
4. 4Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan.
5. 5Victor Lin, D.O., Ph.D.; Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan.
6. 6Department of Biostatistics, University of Michigan, Ann Arbor, Michigan.
7. 7Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan; Opioid Prescribing and Engagement Network, Institute for Healthcare Innovation and Policy, University of Michigan, Ann Arbor, Michigan.
8. 8Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, Michigan; Opioid Prescribing and Engagement Network, Institute for Healthcare Innovation and Policy, University of Michigan, Ann Arbor, Michigan.