Assessing the ability of chatgpt to screen articles for systematic reviews

E Syriani, I David, G Kumar - arXiv preprint arXiv:2307.06464, 2023 - arxiv.org
… can be utilized, among other things, for classifying articles within a corpus. This study aims
to assess whether ChatGPT can be used to assist in screening articles in an SR. At the time of …

[HTML][HTML] Screening articles for systematic reviews with ChatGPT

E Syriani, I David, G Kumar - Journal of Computer Languages, 2024 - Elsevier
… to what extent ChatGPT correctly decides about selecting articles for an SR. We evaluate
Our experiments confirm the ability of ChatGPT to screen articles with accuracy that …

Can large language models replace humans in systematic reviews? Evaluating GPT‐4's efficacy in screening and extracting data from peer‐reviewed and grey …

Q Khraisha, S Put, J Kappenberg… - Research Synthesis …, 2024 - Wiley Online Library
… This study assessed GPT-4's performance in screening and extracting … We used the ChatGPT
interface to access the GPT-4 model … Assessing the ability of ChatGPT to screen articles for …

ChatGPT application in Systematic Literature Reviews in Software Engineering: an evaluation of its accuracy to support the selection activity

KR Felizardo, MS Lima, A Deizepe, TU Conte… - Proceedings of the 18th …, 2024 - dl.acm.org
… the power of chatGPT for automating systematic review process: … The pitfalls and limitations
of ChatGPT in systematic review … , we got the title, abstract, and keywords of all articles for the …

[HTML][HTML] Applications of the natural language processing tool ChatGPT in clinical practice: comparative study and augmented systematic review

N Schopow, G Osterhoff, D Baur - JMIR Medical Informatics, 2023 - medinform.jmir.org
… study aimed to evaluate the reliability between ChatGPT and … aided by NLP, specifically
leveraging the capabilities of … , 5 articles were incorporated into our systematic review [37–…

A Critical Assessment of Large Language Models for Systematic Reviews: Utilizing ChatGPT for Complex Data Extraction

H Mahmoudi, D Chang, H Lee… - Available at SSRN …, 2024 - papers.ssrn.com
screen articles and extract information, we randomly chose 10 articles and extracted data
manually and using ChatGPT… to the best of our capabilities. We report our prompts across the …

[HTML][HTML] Potential Roles of Large Language Models in the Production of Systematic Reviews and Meta-Analyses

X Luo, F Chen, D Zhu, L Wang, Z Wang, H Liu… - Journal of Medical …, 2024 - jmir.org
… the capabilities of LLMs to accelerate the production of … It is not advisable to use chatbots
such as ChatGPT for article … of tools such as ChatGPT in systematic reviews and meta-analyses, …

Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and …

Q Khraisha, S Put, J Kappenberg, A Warraitch… - arXiv preprint arXiv …, 2023 - arxiv.org
… GPT-4’s capability in title/abstract screening, full-text review, and data extraction across …
ongoing systematic review on parenting in protracted refugee situations. We used the ChatGPT

Utilizing ChatGPT in Systematic Reviews and Meta-Analyses

HM Chen - Hu Li Za Zhi, 2024 - search.proquest.com
… Comparing meta-analyses with ChatGPT in the evaluation of … (SRs) and meta-analyses
(MAs) are reviewed in this article. … collaboration, and ethical awareness skills with the goals of: …

[HTML][HTML] … Relevant Studies on mHealth Interventions for Improving Medication Adherence in Patients With Ischemic Stroke When Conducting Systematic Reviews …

S Ruksakulpiwat, L Phianhasin… - JMIR mHealth and …, 2024 - mhealth.jmir.org
evaluate the ability of both human researchers and ChatGPT … before screening), our study
found that ChatGPT substantially … and ChatGPT in providing search terms to identify articles