A patient experienced a severe allergic reaction after an automated prescription system dispensed amoxicillin, despite a documented allergy hidden within unstructured clinical notes. This highlights a critical flaw in AI systems that rely solely on structured data, neglecting the wealth of information contained in free-text narratives, which represent over 80% of actionable clinical information. To mitigate this risk, healthcare AI implementations must incorporate "Deterministic Narrative Reconciliation Gateways" that scan and verify all available clinical data before any prescriptions are issued.
Read the full article at Towards AI - Medium
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