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September 12, 2025

The efficiency and accuracy of Artificial Intelligence in conducting systematic reviews: A single case analysis

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Authors

KMKok Lang MokDGDaniel Z. Q. GanABAmy Burnside

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Overview

Single case analysis shows AI tools improve screening and data extraction in reviews, suggesting efficiency gains.

Key Points

  • AI tools efficiently prioritized relevant studies within the first 800 records, enhancing the screening process.
  • In simulations, ChatGPT extracted information accurately with additional prompts, showing its utility in data extraction.
  • Various training data sizes were tested during screening to assess efficiency, revealing the importance of proper dataset sizes.
  • While AI can streamline the process, caution is advised for complex tasks like quality ratings, necessitating further validation.

Cite This Study

Mok et al. (2025) studied this question.

synapsesocial.com/papers/68d44a3731b076d99fa53597https://doi.org/10.31234/osf.io/ngb65_v1
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