@article{agentbaseduncertaintyawarenessimproves, title = {Agent-Based Uncertainty Awareness Improves Automated Radiology Report Labeling with an Open-Source Large Language Model}, author = {Hadas Ben-Atya and Naama Gavrielov and Zvi Badash and Gili Focht and Ruth Cytter-Kuint and Talar Hagopian and Dan Turner and Moti Freiman}, year = {2025}, eprint = {2502.01691}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.01691v1}, }