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Insurance & ClaimsGenerated accuracy model review: 2026-05-06

Coordination of Benefits Calculator accuracy and testing

This page documents how Calwarden builds trust for this calculator: source notes, regression-style default tests, limitations, assumptions, unit handling, rounding, and visible change history.

Formula source

  • Estimated patient responsibility = max(0, allowed amount - primary payment - secondary payment) + non-covered amount.

Test cases

Default input regression check

Generated from the checked-in default inputs and calculate function.

Inputs

  • Allowed Amount: $1,200
  • Primary Insurance Payment: $800
  • Secondary Insurance Payment: $250
  • Non-covered Amount: $0

Expected outputs

  • Estimated Patient Responsibility: $150.00
  • Total Insurance Payments: $1,050.00
  • Estimated Covered Percent: 87.50%
  • Possible Overpayment: $0.00

Known limitations

  • This page documents the checked-in calculator logic and does not certify results for every real-world edge case.
  • Use the result as a planning estimate unless the calculator page states a stricter purpose.

Assumptions

  • All entered amounts refer to the same claim, service, or claim line.
  • Payer-specific COB rules, contractual adjustments, carve-outs, exclusions, and state rules are not inferred.
  • This is an insurance workflow estimate, not legal, coverage, billing, or benefits advice.
  • No claim details are stored; the calculation runs from the values you enter.

Unit handling

  • Allowed Amount accepts values in $.
  • Primary Insurance Payment accepts values in $.
  • Secondary Insurance Payment accepts values in $.
  • Non-covered Amount accepts values in $.
  • Estimated Patient Responsibility is displayed as currency.
  • Total Insurance Payments is displayed as currency.
  • Estimated Covered Percent is displayed as a percentage.
  • Possible Overpayment is displayed as currency.

Rounding rules

  • Number displays use up to 2 decimal places in the calculator UI.
  • Currency outputs are displayed with standard US dollar formatting.
  • Percent outputs are displayed with two decimal places.
  • Input precision follows configured step values where provided.

Version history

1.0.0 - 2026-05-06

Generated accuracy and testing page from the current coordination-of-benefits-calculator calculator definition.

Change log

2026-05-06

Published default regression test documentation and metadata fallbacks for Coordination of Benefits Calculator.

Calculator transparency

Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.

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