How Good Is ChatGPT for Medication Evidence Synthesis?

TitleHow Good Is ChatGPT for Medication Evidence Synthesis?
Publication TypeJournal Article
Year of Publication2023
AuthorsLiu H, Peng Y, Weng C
JournalStud Health Technol Inform
Volume302
Pagination1062-1066
Date Published2023 May 18
ISSN1879-8365
KeywordsArtificial Intelligence, Software
Abstract

With its seeming competence to mimic human responses, ChatGPT, an emerging AI-powered chatbot, has spurred great interest. This study aims to explore the role of ChatGPT in synthesizing medication literature and compare it with a hybrid summarization system. We tested ten medications' effectiveness with reference to their definitions and descriptions extracted from DrugBank. ChatGPT could generate coherent summaries that are not backed by evidence. In contrast, our approach can provide a highly structured and concise synthesis of related evidence, but the resulting summary is not as fluent and convincing as ChatGPT. Therefore, we recommend integrating both techniques to achieve the best performance.

DOI10.3233/SHTI230347
Alternate JournalStud Health Technol Inform
PubMed ID37203581