SEP 3, 2026 · PREPRINT
LLM4CKD: Large Language Models for Early Stage Chronic Kidney Disease Screening
arXiv
This is an uncontrolled, methodological evaluation of LLM performance on a screening task using retrospective data, without clinical validation, prospective deployment, or comparison to a gold standard in a real-world screening cohort.
Study details
DesignRetrospective algorithmic evaluation with m…
InterventionLarge language models (LLMs) with clinicall…
ComparatorTraditional machine learning, deep learning…