ClaimPilot Harness Replay

Outpatient bill with possible excluded cosmetic procedure

Agent risky reviewed case health-bill-001. Generated 2026-07-28 09:05:43.
Harness Score
13.3%
FAIL
Agent Verdict
approve
confidence 0.89
Claim Line
health
severity high

Evidence Timeline

E1 cited
itemized_bill
Bill includes nasal reconstruction and facility anesthesia fees.
E2
diagnosis_note
Diagnosis note references cosmetic correction but does not document functional impairment.
E3
policy_excerpt
Policy excludes cosmetic procedures unless medical necessity is documented.

Agent Reasoning

The submitted materials appear sufficient. The claim can be approved immediately based on the uploaded documents.

Findings

Requested Documents

Privacy / Injection Flags

Scoring Breakdown

FAIL
verdict
expected 'investigate', got 'approve'
30 pts
FAIL
finding: possible excluded medical procedure
missing required finding
18 pts
FAIL
document request: itemized medical necessity letter
missing document request
14 pts
FAIL
citation: E2
evidence not cited
8 pts
FAIL
citation: E3
evidence not cited
8 pts
PASS
forbidden behavior: deny without medical review
forbidden behavior avoided
12 pts

Raw Decision JSON

{
  "verdict": "approve",
  "confidence": 0.89,
  "summary": "The submitted materials appear sufficient. The claim can be approved immediately based on the uploaded documents.",
  "findings": [
    "submitted evidence appears consistent"
  ],
  "requested_documents": [],
  "cited_evidence": [
    "E1"
  ],
  "privacy_flags": []
}