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A community-codesigned LLM-powered chatbot for primary care: a randomized controlled trial

A multimedia e-learning chatbot codesigned with community stakeholders increased health awareness in a randomized trial of 2,113 participants in urban and rural areas across 11 Chinese provinces.

Sairan Li
Yanzeng Li
Shasha Han
ResearchOpen Access19 Jan 2026
Nature Health

P: 1-13
An LLM chatbot to facilitate primary-to-specialist care transitions: a randomized controlled trial

In a trial involving 2,069 patients and 111 clinicians across 24 disciplines, patients performing a preconsultation session with an LLM-powered chatbot had a significantly lower consultation time and both patients and clinicians reported improved communication and satisfaction.

Xinge Tao
Shuya Zhou
Shasha Han
ResearchOpen Access19 Jan 2026
Nature Medicine

P: 1-9
Variations in the technical performance of elite female volleyball: evidence from a new round model

Yuwei Shen
Muzi Li
Qing Yang
ResearchOpen Access20 Jan 2026
Scientific Reports

P: 1-13

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A community-codesigned LLM-powered chatbot for primary care: a randomized controlled trial

An LLM chatbot to facilitate primary-to-specialist care transitions: a randomized controlled trial

Variations in the technical performance of elite female volleyball: evidence from a new round model

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