Claims-Denial Case — Mission 6 Evidence

Claims-Denial Case — Mission 6 Evidence: a bounded synthetic evidence reveal for the Lumyn FDE School claims-denial practice case.

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Reveal this fictional source only after completing the Mission 5 design packet. Mission 6 produces evaluation evidence for exact candidate rec-0.4.2; it cannot make a release decision.

Candidate behavior

  • Normalizes denial codes using deterministic rules.
  • Retrieves up to five passages from encounter notes and payer-policy documents.
  • Uses a model call to propose a correction and cited explanation.
  • Writes a recommendation to the workbench.
  • Has no claim-submission capability.

Evaluation lanes

Lane Result Limitation or failure
Schema and citation format 48/50 pass Two missing-note cases emitted an unsupported rationale
Expert correction review 40/45 acceptable One reviewer; five cases disputed and unadjudicated
Median latency 7.8 seconds Target is 10 seconds
Partial pre-pilot cost estimate CAD 11.40 per case Excludes support incidents, duplicate-entry time, and adoption burden

The passing lanes cannot waive unsupported rationales, disputed labels, a missing independent adjudicator, or unmeasured operating cost. Record the current evaluation decision before opening the Mission 7 trusted-boundary evidence.

Keep the artifact

Use the styled page for reading. Download the source only when you need an editable or versionable working copy.