AI tools are typically built on generalized patterns. They can’t review your medical charts, confirm causation, or anticipate what happens after the initial burn healing phase.
In Hawthorne, we often see claims where the “real” value hinges on factors that an online calculator can’t reliably capture, such as:
- Delayed complications after the first ER visit (infection, nerve pain, scarring that worsens over time)
- Burns that affect daily tasks—especially when the burn is on hands, wrists, feet, or areas that limit mobility
- Incidents in high-traffic residential settings (common areas, shared maintenance, tenant/landlord responsibilities)
- Workplace timing and documentation (especially in physically demanding roles common in the area)
The practical takeaway: treat AI output like a flashlight, not a blueprint.


