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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.