In a dense, everyday urban setting like Lincoln Park, many people don’t enter the health system through planned primary care. They start with:
- Urgent care or same-day clinics for worsening symptoms
- ER visits after commuting or overnight symptom changes
- Specialist referrals that take time to schedule
- Repeat visits when discharge instructions aren’t clear or symptoms persist
That “front door” pattern matters legally because diagnostic errors often occur during transitions—when a patient is triaged quickly, test results arrive later than expected, or follow-up doesn’t happen as intended.
If AI or automated systems influenced triage decisions, routing, or documentation during these early steps, the case may hinge on how clinicians responded to the data they had at the time.


