.Mother Nature Medicine, Published online: 13 September 2024 doi:10.1038/ s41591-024-03241-xPost-approval evidence generation is vital for top quality medical care and also must be actually a common priority for clinicians, health systems, payors, as well as the clinical items field, and also the FDA as well as federal agencies.