An AI-based medical malpractice settlement calculator generally produces an estimate based on inputs like:
- the severity of injury
- how long recovery took (or is still taking)
- past medical bills
- projected future care needs
- lost wages
- non-economic impacts (pain, loss of function, emotional distress)
But in real Freeport cases, the value of a claim often turns on evidence a form can’t capture—such as:
- whether the chart documents the symptoms and decision-making at the time
- whether follow-up was appropriate when a patient’s condition didn’t improve
- whether imaging, lab work, or referrals were timely
- whether a complication was properly recognized and managed
Bottom line: treat an estimate as an educational compass, not a forecast.


