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Billing & Coding

Scribeable generates ICD-10 codes, HCC/RAF scores, E&M level recommendations, and CPT suggestions with every note.

8 min read·Updated February 2026

01Overview

Every note generated by Scribeable includes AI-powered billing analysis. This helps providers and practices:

  • Capture revenue that would otherwise be missed
  • Document at the correct complexity level for the encounter
  • Identify HCC codes for Medicare Advantage patients
  • Reduce billing denials with complete documentation

Practices using Scribeable's billing features report capturing $75–150K in additional annual revenue per provider.

02ICD-10 Code Suggestions

Scribeable analyzes the clinical content of each note and suggests relevant ICD-10 codes:

  • Primary diagnosis: The main reason for the encounter, flagged as primary
  • Secondary diagnoses: Comorbidities and additional conditions documented in the note
  • Severity coding: Each code includes a severity indicator (mild, moderate, severe) based on the clinical context
  • Chronic conditions: Conditions flagged as chronic are highlighted for annual recapture

Codes are suggestions only — always verify against your clinical judgment and payer requirements before submitting claims.

03HCC & RAF Score Optimization

For Medicare Advantage and value-based care, Scribeable identifies Hierarchical Condition Category (HCC) coding opportunities:

  • HCC code mapping: Each relevant ICD-10 code is mapped to its HCC category (e.g., HCC18 for Diabetes with Chronic Complications)
  • RAF value display: The Risk Adjustment Factor weight is shown for each HCC code
  • Total RAF score: Aggregate RAF score across all captured HCC codes for the encounter
  • Missed opportunities: Scribeable flags HCC conditions that appear in the clinical context but aren't explicitly documented — with suggested ICD-10 codes to capture them

HCC opportunities include a confidence level (low, medium, high) and the specific clinical context that triggered the suggestion.

04E&M Level Recommendations

Scribeable evaluates your documentation against CMS guidelines to recommend the appropriate Evaluation & Management level:

  • MDM analysis: Problem complexity, data complexity, and risk level are each scored (minimal, low, moderate, high)
  • Conservative vs. supported CPT: Two recommendations — a conservative code and the highest supportable code based on documentation
  • Work RVU estimate: Estimated RVU value for the recommended code
  • Reimbursement estimate: Approximate dollar value based on current Medicare rates

CMS 2024–2026 Features

  • G2211 add-on code: Scribeable flags when G2211 (complex E&M add-on) is applicable with eligibility reasons
  • Time-based billing: If you document time spent, Scribeable tracks total minutes and recommends the appropriate time-based code
  • Two-Midnight Rule: For inpatient encounters, justification fields for admission documentation

05Clinical Calculators

Scribeable automatically runs relevant clinical calculators based on your specialty and the encounter content. Calculators are only included when clinically appropriate:

CHA2DS2-VASc

AFib stroke risk assessment

HAS-BLED

Bleeding risk on anticoagulation

HEART Score

ED chest pain 6-week MACE risk

TIMI Risk Score

UA/NSTEMI mortality risk

CURB-65

Pneumonia severity and disposition

NYHA Class

Heart failure functional classification

KDIGO eGFR

Glomerular filtration rate staging

Wells DVT

Deep vein thrombosis probability

ASCVD Risk

10-year cardiovascular risk

Glasgow Blatchford

Upper GI bleed risk stratification

Calculators are filtered by your specialty setting — a cardiologist sees CHA2DS2-VASc and NYHA, while a pulmonologist sees CURB-65. Over 30 calculators are available across all specialties.

06Documentation Quality Metrics

Each note includes quality indicators that help ensure billing-ready documentation:

  • Completeness score: Are all required sections documented?
  • Clarity score: Is the documentation specific enough for coding?
  • Sepsis documentation: Flagged when sepsis criteria are present
  • Respiratory failure: Flagged when documentation supports respiratory failure coding
  • Malnutrition screening: Flagged for appropriate encounters
  • MCC/CC counts: Major comorbid conditions and comorbid conditions tallied for DRG impact

07Using Billing Data

After generating a note:

  1. Review the Billing section at the bottom of your generated note
  2. Check suggested ICD-10 codes against the clinical content
  3. Review any HCC opportunities flagged — add documentation for conditions you treated but didn't explicitly capture
  4. Verify the E&M level matches the complexity of your encounter
  5. Export the complete note with billing codes to your EHR

Billing suggestions are AI-generated and should be reviewed by the provider. Always verify codes against clinical documentation and payer guidelines.