Source link : https://health365.info/new-find-out-about-exhibits-excessive-charges-of-fabricated-and-misguided-citations-in-llm-generated-psychological-well-being-analysis/
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A brand new find out about printed within the magazine JMIR Psychological Well being by means of JMIR Publications highlights a essential possibility within the rising use of Huge Language Fashions (LLMs) like GPT-4o by means of researchers: the widespread fabrication and inaccuracy of bibliographic citations. The findings underscore an pressing want for rigorous human verification and institutional safeguards to give protection to analysis integrity, in particular in specialised and no more publicly recognized fields inside of psychological well being.
Just about 1 in 5 citations fabricated by means of GPT-4o in literature critiques
The thing, titled “Influence of Topic Familiarity and Prompt Specificity on Citation Fabrication in Mental Health Research Using Large Language Models: Experimental Study,” discovered that 19.9% of all citations generated by means of GPT-4o throughout six simulated literature critiques had been completely fabricated, which means they might no longer be traced to any actual e-newsletter. Moreover, a number of the reputedly actual citations, 45.4% contained bibliographic mistakes, maximum usually flawed or invalid Virtual Object Identifiers (DOIs).
This well timed analysis is very related as educational journals have encountered circumstances…
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Publish date : 2025-11-17 19:26:00
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