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Case study · Healthcare

AI-generated shift handoff notes in home care settings

A longitudinal study of caregiver-to-caregiver handoff summaries produced by a language model — information fidelity, correction behaviour, and care continuity outcomes.

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A six-month study of three emergency departments piloting LLM-assisted triage. We document where copilots reduced documentation load, where they introduced new failure modes, and the review protocols clinicians asked for.