Lancaster injuries don’t happen in a vacuum. The details that tend to drive outcomes locally often don’t show up in an AI calculator input form—like how quickly you were seen after the incident, whether your restrictions matched what you actually could do on your shift, and whether your wage loss is supported by pay records.
AI tools typically work from generalized patterns. That can be misleading when:
- Your job involves irregular schedules (overtime, shift changes, seasonal demands)
- Your treatment plan evolved (PT to injections to follow-up testing)
- Your restrictions changed after Maximum Medical Improvement (MMI) was reached or disputed
- The insurer challenges causation—especially when there are gaps in documentation or prior symptoms
A calculator may output a number that “sounds right,” while overlooking the factors that Ohio adjusters and evaluators commonly focus on.


