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

Primary vs Secondary Insurance 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

  • Secondary payment applied = min(secondary payment, primary patient responsibility). Remaining patient responsibility = primary patient responsibility - secondary payment applied. Combined insurance payment = primary payment + secondary payment applied.

Test cases

Default input regression check

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

Inputs

  • Allowed Amount: $1,000
  • Primary Insurance Payment: $700
  • Primary Patient Responsibility: $300
  • Secondary Insurance Payment: $250

Expected outputs

  • Remaining Patient Responsibility: $50.00
  • Secondary Payment Applied: $250.00
  • Combined Insurance Payment: $950.00
  • Unresolved Allowed Amount: $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

  • Secondary payment is applied only against the primary patient responsibility entered.
  • Coordination order, non-duplication rules, carve-outs, denials, and Medicaid or Medicare-specific rules are not inferred.
  • The calculator does not determine which payer is primary or whether a secondary payer should pay.
  • Inputs are processed locally in your browser and are not uploaded, stored, or transmitted.
  • The calculator uses deterministic arithmetic only and does not infer plan benefits, eligibility, coverage, network status, payer edits, or medical necessity.

Unit handling

  • Allowed Amount accepts values in $.
  • Primary Insurance Payment accepts values in $.
  • Primary Patient Responsibility accepts values in $.
  • Secondary Insurance Payment accepts values in $.
  • Remaining Patient Responsibility is displayed as currency.
  • Secondary Payment Applied is displayed as currency.
  • Combined Insurance Payment is displayed as currency.
  • Unresolved Allowed Amount 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.
  • Input precision follows configured step values where provided.

Version history

1.0.0 - 2026-05-06

Generated accuracy and testing page from the current primary-vs-secondary-insurance-calculator calculator definition.

Change log

2026-05-06

Published default regression test documentation and metadata fallbacks for Primary vs Secondary Insurance 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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