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#large language models Open access Oct 2026

Following patient questions across clinical and evidence services with large language model assistance

Preprint. Not peer reviewed. For people with multimorbidity, completing an evidence task does not ensure that the question raised in care has been answered. We propose requirements for following an individual patient question across clinical and evidence services. A continuing record would preserve the patient's priori...

Chuan Yin, Zhicheng Zhang · 0 citations
#small language model Dataset Open access Sep 2026

Evidence synthesis automation map, and a measured probe of what a web-enabled LLM already does

Two documents, in English and Simplified Chinese. The automation map lists 26 steps of a systematic review or meta-analysis; for each step it records what the job is, which tools already exist (link and price where verifiable, checked September 2026), what a web-enabled large language model did in our probe, and what s...

Chuan Yin · 0 citations
#small language model Dataset Open access Sep 2026

Evidence synthesis automation map, and a measured probe of what a web-enabled LLM already does

Two documents, in English and Simplified Chinese. The automation map lists 26 steps of a systematic review or meta-analysis; for each step it records what the job is, which tools already exist (link and price where verifiable, checked September 2026), what a web-enabled large language model did in our probe, and what s...

Chuan Yin · 0 citations
#large language models Open access Sep 2026

Large language models for patient-centred evidence generation and use

Preprint. Not peer reviewed. For people with multimorbidity, disease-specific evidence can leave practical questions unanswered. We propose an evidence operating system (Evidence OS) that follows patient priorities through evidence synthesis, research and the return of findings to care. Large language models could assi...

Chuan Yin, Zhicheng Zhang · 0 citations
#large language models Open access Sep 2026

Large language models for patient-centred evidence generation and use

Preprint. Not peer reviewed. For people with multimorbidity, disease-specific evidence can leave practical questions unanswered. We propose an evidence operating system (Evidence OS) that follows patient priorities through evidence synthesis, research and the return of findings to care. Large language models could assi...

Chuan Yin, Zhicheng Zhang · 0 citations

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