CAC cannot determine whether “CHF” in an ED note means an acute exacerbation or a historical diagnosis, and supporting clinical indicators are unclear. What is the appropriate next step?

Unclear or conflicting documentation still requires compliant query processes regardless of CAC use. NLP cannot create missing clinical specificity. Coders should not assign unsupported acute or chronic distinctions based solely on ambiguous abbreviations or CAC proposals.