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Knowledge Quiz

Test your understanding of this article

1.What is the primary purpose of counterfactual questioning in traditional medical training, as described in the abstract?

2.What is a critical concern regarding the increasing use of large language model (LLM)-based systems for diagnostic support?

3.How does the proposed counterfactual multi-agent diagnostic framework differ from most existing LLM-based diagnostic agents?

4.What method does the framework introduce to quantify how strongly individual findings support a diagnosis?