Research collaboration
We are inviting clinical, academic, and knowledge-source partners to help define, test, and independently evaluate the method.
External validation invitedKnowledge sources
Work with us to test structure-aware retrieval on a trusted medical knowledge base under clearly defined access, attribution, and publication terms.
Clinical evaluation
Define representative questions, important failure modes, and review criteria with clinicians and domain researchers.
External validation
Help evaluate whether the approach transfers across specialties, institutions, and changing source environments.
