Many AI or online tools treat injuries like a checklist. In Cambridge cases, that approach can be especially misleading because the “real” claim story is often tied to specific circumstances—such as:
- Timing and visibility of symptoms after a collision or fall (did neurologic issues appear immediately, or later?)
- Gaps in early documentation when someone delays emergency evaluation
- Mechanism of injury (e.g., high-impact events on commutes, work-related equipment incidents, or falls on uneven surfaces)
- Functional limitations at the time of medical visits—not just the diagnosis label
A calculator can’t see your imaging reports, track changes in mobility week to week, or evaluate complications that affect long-term care.


