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The Johns Hopkins GKII Breakthrough Grant has been awarded to the collaboration between MyHealthcare and Ashoka University to use natural language processing and open-source large language models to extract clinical features from unstructured clinical notes in India. The project aims to transform this information into the Observational Medical Outcomes Partnership – Common Data Model and assess the impact of antibiotic choice on treatment outcomes for inpatients with carbapenem-resistant organism pneumonia.