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Healthcare IT & ComplianceGenerated accuracy model review: 2026-05-06
HL7 Interface Message Failure Rate 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
- Failure rate = failed messages / total messages x 100. Retry rate = retried messages / total messages x 100. Triage hours = failed messages x average triage minutes / 60.
Test cases
Default input regression check
Generated from the checked-in default inputs and calculate function.
Inputs
- Total Messages: 850,000
- Failed Messages: 42
- Retried Messages: 180
- Average Triage Time: 6 min/failure
Expected outputs
- Message Failure Rate: 0.00%
- Failures per 100,000: 4.94
- Retry Rate: 0.02%
- Estimated Triage Time: 4.2 hr
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 calculators use transparent formulas rather than vendor-specific sizing or compliance models.
- Inputs are processed locally in the browser and are not stored by Calwarden.
- Message failures can affect patient care workflows, privacy, billing, and reporting; validate critical incidents through operational and compliance processes.
Unit handling
- Total Messages accepts numeric values.
- Failed Messages accepts numeric values.
- Retried Messages accepts numeric values.
- Average Triage Time accepts values in min/failure.
- Message Failure Rate is displayed as a percentage.
- Retry Rate is displayed as a percentage.
- Estimated Triage Time is displayed in hr.
Rounding rules
- Number displays use up to 2 decimal places in the calculator UI.
- 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 hl7-interface-message-failure-rate-calculator calculator definition.
Change log
2026-05-06
Published default regression test documentation and metadata fallbacks for HL7 Interface Message Failure Rate Calculator.
Calculator transparency
Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.