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stat.AP2026

Bridging Probabilistic LLMs and Deterministic Statistical Validation: The PROVE Multi-Agent Framework for Clinical Trial Reporting

Zhaohua Lu, Cheng Zheng, Yuanyuan Han

The paper presents PROVE, a framework that combines optional large language model assistance with deterministic statistical validators to check the accuracy and consistency of clin…