@article{250608231, title = {Ensuring Reliability of Curated EHR-Derived Data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework}, author = {Melissa Estevez and Nisha Singh and Lauren Dyson and Blythe Adamson and Qianyu Yuan and Megan W. Hildner and Erin Fidyk and Olive Mbah and Farhad Khan and Kathi Seidl-Rathkopf and Aaron B. Cohen}, year = {2025}, eprint = {2506.08231}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.08231v1}, }