AI Article Synopsis

  • - Natural language processing with large language models, a branch of AI, is increasingly applied in medicine and orthopaedic surgery to interpret text and generate relevant responses.
  • - Although these models can produce high-quality scientific manuscripts, they can also create false or misleading information—known as "AI hallucinations"—which raises serious concerns about research integrity.
  • - Current academic publishing practices are not equipped to detect the involvement of these AI models in research, highlighting the need for updated guidelines and enhanced editorial screening processes in orthopaedic literature.

Article Abstract

➢ Natural language processing with large language models is a subdivision of artificial intelligence (AI) that extracts meaning from text with use of linguistic rules, statistics, and machine learning to generate appropriate text responses. Its utilization in medicine and in the field of orthopaedic surgery is rapidly growing.➢ Large language models can be utilized in generating scientific manuscript texts of a publishable quality; however, they suffer from AI hallucinations, in which untruths or half-truths are stated with misleading confidence. Their use raises considerable concerns regarding the potential for research misconduct and for hallucinations to insert misinformation into the clinical literature.➢ Current editorial processes are insufficient for identifying the involvement of large language models in manuscripts. Academic publishing must adapt to encourage safe use of these tools by establishing clear guidelines for their use, which should be adopted across the orthopaedic literature, and by implementing additional steps in the editorial screening process to identify the use of these tools in submitted manuscripts.

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Source
http://dx.doi.org/10.2106/JBJS.23.00473DOI Listing

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