MSR17 A comparative assessment of LLM agreement for clinical data extraction tasks
Eaves, K., Zaitceva, V., Lin, R., Mills, M. & Kanavos, P.
(2025).
MSR17 A comparative assessment of LLM agreement for clinical data extraction tasks.
Value in Health,
28(6, Supplement 1), S277.
https://doi.org/10.1016/j.jval.2025.04.1170
(2025).
MSR17 A comparative assessment of LLM agreement for clinical data extraction tasks.
Value in Health,
28(6, Supplement 1), S277.
https://doi.org/10.1016/j.jval.2025.04.1170
AI tools are showing promise in data extraction tasks for SLRs, meta-analyses, and more. However, LLMs are known to “hallucinate” and different models have their own strengths and weaknesses. In this study we evaluate the comparative output of different LLM models when extracting clinical data from HTA reports.