A nursing home problem may first appear as a missing medication entry, a resident who suddenly stops speaking during visits, or repeated unexplained hygiene changes attributed to aging. Older adults can also have legitimate medical reasons for bruising, confusion, weight changes, or reduced mobility. The key question concerns whether an isolated clinical event matches the
