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Insurance & ClaimsGenerated accuracy model review: 2026-05-06
Claim Adjustment 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 adjustment = max(0, billed charges - allowed amount). Unreconciled balance = allowed amount - insurance payment - patient responsibility.
Test cases
Default input regression check
Generated from the checked-in default inputs and calculate function.
Inputs
- Billed Charges: $2,000
- Allowed Amount: $1,200
- Insurance Payment: $900
- Patient Responsibility: $300
Expected outputs
- Estimated Claim Adjustment: $800.00
- Adjustment Percent of Billed: 40.00%
- Unreconciled Balance: $0.00
- Payment Plus Patient Responsibility: $1,200.00
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
- The billed, allowed, payment, and patient responsibility amounts refer to the same claim or line.
- The calculation does not infer denial reason codes, bundling edits, recoupments, sequestration, or payer-specific contract terms.
- This is an insurance workflow estimate, not legal, coverage, billing, or contract advice.
- No claim details are stored; the calculation runs from the values you enter.
Unit handling
- Billed Charges accepts values in $.
- Allowed Amount accepts values in $.
- Insurance Payment accepts values in $.
- Patient Responsibility accepts values in $.
- Estimated Claim Adjustment is displayed as currency.
- Adjustment Percent of Billed is displayed as a percentage.
- Unreconciled Balance is displayed as currency.
- Payment Plus Patient Responsibility 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 claim-adjustment-calculator calculator definition.
Change log
2026-05-06
Published default regression test documentation and metadata fallbacks for Claim Adjustment Calculator.
Calculator transparency
Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.