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GOLD-MIS-04

Missing information · gold-v0.1

Case inputs

As of
2026-06-25
Patient
52 years, PA
Request
Immunara for rheumatoid arthritis
Insurance
Northstar, Northstar Choice · NSC-771122
Policy
immunara-v0.1
Inputs
sha256:554fb4e84ff3…

Documents 2

Physician note

referral_letter
SYNTHETIC RECORD - Example Pinecrest Family Medicine - Referral Letter - 2026-06-20

Dear Rheumatology Colleague,

I am referring this 52-year-old woman for evaluation of several months of symmetric inflammatory polyarthritis involving her hands, wrists and knees, with prolonged morning stiffness. Given the persistence of her symptoms, she was started on oral methotrexate 15 mg weekly on 2026-01-12 as an empiric trial. She continued it through 2026-05-18, when it was discontinued because her synovitis had not improved despite an adequate trial and dose escalation.

Serologies drawn at the start of her trial have now resulted and are enclosed. Her joint findings remain most consistent with an inflammatory arthritis of uncertain etiology, and I would appreciate your assessment as to whether a formal rheumatoid arthritis diagnosis is warranted before proceeding further. She works as a bank teller and finds prolonged typing increasingly difficult.

Sincerely,
The referring primary care physician

Lab report

lab_report
SYNTHETIC RECORD - Example Pinecrest Family Medicine - Laboratory Report - 2026-06-10
Patient reference SYN-9034.
Rheumatoid factor: positive, 61 IU/mL (reference <14).
Anti-CCP antibody: positive, 88 U/mL (reference <20).
Erythrocyte sedimentation rate: 42 mm/hr (elevated).
Complete blood count and liver function panel: within normal limits.

Decisions by provider

REQUEST_INFOcorrect

Decided by: documentation gate · auto_process 0.89

Judgments

p_yes for yes/no questions; ticks are the thresholds a gate compares each one with.

Diagnosis supported
0.040
Step therapy met
0.940
Documentation complete
0.510
Material contradiction
0.130
Missing evidence
DIAGNOSIS 1.000
Gate path· 7 gates, in engine order
  1. providerpassed

    all five decisions present and well-formed

  2. agepassed

    patient.age=52, policy min_age=18

  3. contradictionpassed

    p_yes(material_contradiction)=0.130, review at >= 0.8

  4. documentationFIRED → REQUEST_INFO

    p_yes(documentation_complete)=0.510, request info below 0.6

  5. missing_evidencenot reached
  6. auto_processnot reached
  7. default_reviewnot reached

passed = the gate checked and did not fire; not reached = an earlier gate decided.

  • documentation is likely incomplete (p_yes=0.510)
  • most likely missing: diagnosis (p=1.000)
Run details· q-v0.2

run_20260925T170857Z_b95be9 · q-v0.2 · immunara-v0.1 (v0.1)

auto_process 0.89, chosen on gen-v0.2-dev.

questions: q-v0.2 →

Show expected answer (evaluation only)