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There is an urgent need to develop a standardized evaluation infrastructure to assess whether ambient clinical scribes systems are safe, reliable, and well-suited to the Indian healthcare setting, and the development of a publicly shared, real-world, multilingual benchmark for ACS evaluation is called for.
A specialized clinical RAG system outperformed cutting-edge LLMs on a comprehensive medical benchmark, proving that context-specific design can yield superior results.