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The Un-Coded Allergy: Why AI Agents Miss Free-Text Clinical Notes

When an autonomous e-prescribing bot relies on clean database tables while ignoring narrative doctor notes, an un-coded amoxicillin allergy turns into a lethal prescription. Here is how to architect deterministic reconciliation gateways.

By Maya LinTowards AI

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Originally published by Towards AI on Oct 18, 2026.

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