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Documentation Index

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Category: Documentation & Coding  ·  Signals: Clinical note · Visit modality · Time and complexity · Documentation completeness
Generate accurate, specific codes anchored to documented support.

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Overview

The Medical Coding Agent reads the note for documented findings and proposes specific, defensible codes — ICD-10-CM diagnosis, CPT procedure, E&M level — each anchored to a quoted note span. Every code suggestion comes with the documentation that supports it and the documentation gap that would weaken it.

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How this agent works

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Configuration

This agent takes the following configuration from your practice settings:
  • Approved code sets (ICD-10-CM, CPT, HCPCS, E&M)
  • Practice fee schedule and code preferences
  • Documentation quality threshold for sign-off
  • Audit trail retention policy

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Execution

At runtime, the agent executes the following steps:
  1. Reads the signed (or in-progress) note for documented findings
  2. Maps findings to ICD-10, CPT, and HCPCS candidates with confidence
  3. Flags documentation gaps that would block a code
  4. Surfaces E&M level with documented rationale and time logic
  5. Logs every code suggestion with the supporting documentation span

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Composable experts

The Medical Coding Agent bundles the following experts from the registry:
ExpertRole
ICD-10 Coding ExpertDiagnosis specificity and documentation support
CPT / E&M ExpertTime, complexity, and MDM-based selection
Compliance Guardrail ExpertCode-set validity and payer rule alignment
Documentation Quality ExpertSufficiency of support for each code

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Typical use cases

  • Code at the level the chart supports, not the level the clinician guesses
  • Catch missed codes and revenue leakage on every visit
  • Surface documentation gaps before the note is signed
  • Document every code suggestion for audit defensibility

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Compliance & safety guarantees

  • Every code carries a documentation anchor and a confidence band
  • E&M selection follows documented time and MDM logic
  • Suggestions never auto-post; the coder or clinician confirms

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Tags

ICD-10 · CPT · HCPCS · E&M · Code suggestions

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