The DeepER-Med framework introduces explicit, inspectable criteria for evidence appraisal within medical AI agents. This system targets the compounding errors common in multi-hop retrieval and reasoning. It replaces opaque synthesis with a transparent verification process. Researchers can now audit how the agent evaluates clinical evidence before finalizing a medical discovery.