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GxP-Agent: Process-DAG Topology for Reliable Clinical Trial Programming with LLM Agents
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DAGclinical trialsLLM agentsdata generation
2608.16890
Builder Relevance
2h ago90%
Abstract
GxP-Agent introduces a multi-agent system that improves clinical trial programming by encoding regulatory processes as a directed acyclic graph (DAG), achieving high accuracy in generating analysis-ready datasets.
Reality Card
Core Claim
GxP-Agent achieves 100% structural match in generating subject-level analysis datasets, outperforming existing methods significantly.
Method / Result
Achieved 100% structural match across three independent runs on CDISC-Bench.
Limitations
The paper does not specify limitations or reproducibility concerns.
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