In real life, diagnostic mistakes don’t always arrive with a clear warning. They can hide inside normal-looking care steps—triage, symptom screening, imaging reads, lab workflows, and discharge instructions.
For many residents, the pressure of busy facilities, time-limited visits, and the reality of getting to follow-up appointments can mean that:
- abnormal results aren’t acted on quickly enough,
- symptoms that don’t fit a first impression are minimized,
- referrals are delayed or lost in the shuffle,
- and documentation gaps make it harder to prove what was known—and when.
When AI or automated systems are part of the process, the risk can increase if outputs are treated as decisive rather than as information that must be verified by clinical judgment.


