Influence of Topic Familiarity and Prompt Specificity on Citation Fabrication in Mental Health Research Using Large Language Models: Experimental Study

Jake Linardon, Hannah K Jarman, Zoe McClure, Cleo Anderson, Claudia Liu, Mariel Messer

Open source

DOI
10.2196/80371
Published
2025-11-12
Container
JMIR Mental Health
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/80371,
  title = {Influence of Topic Familiarity and Prompt Specificity on Citation Fabrication in Mental Health Research Using Large Language Models: Experimental Study},
  author = {Jake Linardon and Hannah K Jarman and Zoe McClure and Cleo Anderson and Claudia Liu and Mariel Messer},
  year = {2025},
  journal = {JMIR Mental Health},
  doi = {10.2196/80371},
  url = {https://doi.org/10.2196/80371}
}

RIS

TY  - JOUR
TI  - Influence of Topic Familiarity and Prompt Specificity on Citation Fabrication in Mental Health Research Using Large Language Models: Experimental Study
AU  - Jake Linardon
AU  - Hannah K Jarman
AU  - Zoe McClure
AU  - Cleo Anderson
AU  - Claudia Liu
AU  - Mariel Messer
PY  - 2025
JO  - JMIR Mental Health
DO  - 10.2196/80371
UR  - https://doi.org/10.2196/80371
ER  - 

APA

Linardon, J., Jarman, H. K., McClure, Z., Anderson, C., Liu, C., & Messer, M. (2025). Influence of Topic Familiarity and Prompt Specificity on Citation Fabrication in Mental Health Research Using Large Language Models: Experimental Study. JMIR Mental Health. https://doi.org/10.2196/80371

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