@article{simaxascalableandinterpretableframeworkf, title = {SIMAX: A Scalable and Interpretable Framework for Multi-Fidelity and Annotated Clinician-Patient Dialogue Simulation}, author = {Zhuhan Bao and Rui Yang and Bohao Yang and Zhiyi Liu and Sicheng Shu and Ruio Heerschap and Le Li and Doris Yang and Elisabeth Bond and Haoyuan Wang and Nicoleta Economou-Zavlanos and Joshua M. Biro and Matthew McDermott and Nan Liu and Anand Chowdhury and Kai Sun and Kathryn Pollak and Ed Hammond and Chuan Hong}, year = {2026}, eprint = {2606.30491}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.30491}, }