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February 2, 2026Journal of Global Health0 citationsOpen Access

Exploring variation in research priorities generated by AI tools

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JGJohn GarryMTMark TomlinsonMLMaria Lohan

Key Points

  • The analysis aims to evaluate the performance of different AI tools in generating health-related research priorities.
  • Conducted exploratory analysis of various AI models for health research prioritization.
  • Compared the effectiveness of Gemini to other models like Perplexity and DeepSeek.
  • Evaluated user preferences for single versus multiple AI models.
  • Gemini is effective for those using a single AI model.
  • Perplexity and DeepSeek provide beneficial insights when multiple models are used.

Abstract

Our exploratory analysis suggests that Gemini performs well for researchers who prefer to generate health-related research priorities using a single AI model. For those planning to draw on multiple models, Perplexity and DeepSeek offer complementary perspectives.

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Cite This Study

Garry et al. (2026) studied this question.

synapsesocial.com/papers/6980ff19c1c9540dea811db0https://doi.org/10.7189/jogh.16.04037
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