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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ language:
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+ - en
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+ pretty_name: "MrGO Clinical Coder" # Example: SQuAD
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+ task_categories:
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+ - question-answering
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+ model_creator: Chime Ogbuji
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+ size_categories:
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+ - "10K<n<100K"
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+ source_datasets:
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+ - "FMA" # Example: wikipedia
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+ tags:
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+ - medical
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+ - health
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+ - instruct
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+ - clinical coding
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+ - finetune
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+ ---
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+
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+ # Mr. Grammatical Ontology: Clinical Coding
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+
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+ This dataset was created from a motivation to train Medical Large Language Models for improved fluency in clinical
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+ coding, as measurable by [MedConceptsQA](https://github.com/nadavlab/MedConceptsQA), an open-source medical coding
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+ evaluation benchmark designed to evaluate the understanding and reasoning capabilities of LLMs on medical concepts. It was extracted from the Centers for Medicare & Medicaid Services'
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+ [International Classification of Diseases, Tenth Revision, Clinical Modification](https://www.cms.gov/medicare/coding-billing/icd-10-codes)
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+ 2025 files, for "patient encounters occurring from October 1, 2024 – September 30, 2025."
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+
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+ It includes code description instructions such as:
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+
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+ ```json
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+ {"input": "What is the description of the medical code I10 in standard medical terminology?",
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+ "output": "The medical code I10 has a description of 'Essential (primary) hypertension' in ICD-10 CM."}
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+ ```
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+
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+ code chapter instructions such as:
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+
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+ ```json
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+ {"input": "What ICD-10 CM chapter is the medical code I10 in?",
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+ "output": "The medical code I10 appears in the 'Hypertensive diseases' chapter of ICD-10 CM, which includes codes I10 through I1A."}
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+ ```
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+ and synonymy instructions such as:
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+
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+ ```json
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+ {"input": "What are some synonyms and alternative names for the medical code I11.0 in standard medical terminology?",
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+ "output": "The medical code I11.0 is also called 'Hypertensive heart failure' in ICD-10 CM."}
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+ ```