LLM-powered conversational voice sleep diaries achieved higher adherence and richer contextual reports than text-based diaries, with a noted trade-off in structured field completeness.
J Med Internet Res26, e22769 (2024)
4 Pith papers cite this work, alongside 126 external citations. Polarity classification is still indexing.
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With temperature set to zero and ten repeated runs, all tested LLMs kept semantic consistency above 96% on clinical note generation, while Llama 70B and Mistral Small had the best combined consistency and correctness.
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Trends in AI and Human-AI Interaction in Clinical Trials -- A Hybrid Human-AI Exploration
Registry analysis shows marked growth in AI-related clinical trials led by China and the US, with moderate human-AI agreement on interaction classification in a 100-record sample.