Exploring the potential of large language models for integration into an academic statistical consulting service-the EXPOLS study protocol.

ABSTRACT:

Background

The advancement of Artificial Intelligence, particularly Large Language Models (LLMs), is rapidly progressing. LLMs, such as OpenAI's GPT, are becoming vital in scientific and medical processes, including text production, knowledge synthesis, translation, patient communication and data analysis. However, the outcome quality needs to be evaluated to assess the full potential for usage in statistical applications. LLMs show potential for all research areas, including teaching. Integrating LLMs in research, education and medical care poses opportunities and challenges, depending on user competence, experience and attitudes.

Objective

This project aims at exploring the use of LLMs in supporting statistical consulting by evaluating the utility, efficiency and satisfact

SUBMITTER: Fichtner UA 

PROVIDER: S-EPMC11616834 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature