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Evaluating Literature Reviews Conducted by Humans Versus ChatGPT: Comparative Study.

Mehrnaz MostafapourJacqueline H FortierKaren PachecoHeather E MurrayGary E Garber
Published in: JMIR AI (2024)
The study suggests that GPT-4, with structured prompt engineering, can be a valuable tool for conducting preliminary literature reviews by providing a broad overview of topics quickly. However, its limitations necessitate careful expert evaluation and refinement, making it an assistant rather than a substitute for human expertise in comprehensive literature reviews. Moreover, this research highlights the potential and limitations of using AI tools like GPT-4 in academic research, particularly in the fields of health services and medical research. It underscores the necessity of combining AI's rapid information retrieval capabilities with human expertise for more accurate and contextually rich scholarly outputs.
Keyphrases
  • systematic review
  • endothelial cells
  • artificial intelligence
  • induced pluripotent stem cells
  • healthcare
  • pluripotent stem cells
  • meta analyses
  • high resolution
  • clinical practice
  • mass spectrometry