@article{amultistagevalidationframeworkfortrustwo, title = {A Multi-Stage Validation Framework for Trustworthy Large-scale Clinical Information Extraction using Large Language Models}, author = {Maria Mahbub and Gregory M. Dams and Josh Arnold and Caitlin Rizy and Sudarshan Srinivasan and Elliot M. Fielstein and Minu A. Aghevli and Kamonica L. Craig and Elizabeth M. Oliva and Joseph Erdos and Jodie Trafton and Ioana Danciu}, year = {2026}, eprint = {2604.06028}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.06028}, }