AI calculators typically try to translate your situation into categories like:
- past medical bills
- projected future medical needs
- lost income
- non-economic impacts (pain, limitations, loss of normal life)
The problem is that AI can’t reliably assess the two things that often decide outcomes in real Oregon cases:
- Causation — whether the care fell below the accepted standard and caused the specific injury you now have.
- Proof quality — whether the medical record tells a consistent, persuasive story.
In Ontario, many people see the same clinics, systems, and referral networks over time. That can help with record availability—but it can also mean the timeline is scrutinized closely. If the chart is incomplete, inconsistent, or focused on competing explanations, an AI range may not match what negotiations can realistically support.


