AI tools typically take inputs—like diagnosis, treatment timeline, and reported symptoms—and generate a range based on patterns. That can be helpful when you don’t yet know what information matters.
But in Burbank cases, what often changes the outcome is less about the label (“concussion,” “mTBI,” “brain injury”) and more about:
- Whether symptoms were documented quickly after the incident
- Whether treatment continued consistently (and why it paused, if it did)
- How cognitive problems affected work you were doing locally (office duties, driving for a job, shift work, etc.)
- Whether the incident evidence supports causation (timing, witness accounts, and reports)
If an AI calculator suggests a number that feels too low—or too high—treat it as a starting point for gathering the missing pieces.


