Many people first notice something is off when their medical records don’t line up with what they experienced—especially after a follow-up visit or imaging review. In the Marathon area, where patients may receive care across different facilities and imaging providers (including visiting specialists), mismatched documentation is a common early warning sign.
If your chart references automated summaries, decision-support tools, imaging software, or “assisted” workflow steps, don’t assume it’s harmless or purely administrative. The key question is how the information was used in real time—and whether the clinical team verified it before acting.
What we look for early:
- The exact date/time AI-related documentation appears
- Which department or vendor produced the “assisted” report
- Whether clinicians recorded validation steps (or skipped them)
- Any gaps between the tool output and the care actually delivered


