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GOLD-MIS-01

Missing information · gold-v0.1

Case inputs

As of
2026-06-18
Patient
38 years, TX
Request
Immunara for rheumatoid arthritis
Insurance
Northstar, Northstar Choice · NSC-593012
Policy
immunara-v0.1
Inputs
sha256:3e5f9558c5a1…

Documents 1

Physician note

physician_note
SYNTHETIC RECORD - Example Foothill Family Medicine - Office Visit - 2026-06-15
Patient reference SYN-3312. A 38-year-old woman presents with six weeks of symmetric swelling in the small joints of both hands and both feet, with morning stiffness lasting well over an hour. She has no prior rheumatology history and has not previously been diagnosed with any form of arthritis.

Exam confirms tender, boggy swelling at the MCPs and MTPs bilaterally, with normal skin and no rash. Given the pattern and duration of her symptoms, probable rheumatoid arthritis is suspected, and she is being referred urgently to rheumatology so the diagnosis can be confirmed with serology and imaging before any disease-modifying therapy is chosen. No DMARD has been started; she is not currently taking methotrexate or any other arthritis medication. She was counseled to avoid NSAIDs on an empty stomach and given information about the referral timeline.

Decisions by provider

REQUEST_INFOcorrect

Decided by: missing_evidence gate · auto_process 0.89

Judgments

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

Diagnosis supported
0.030
Step therapy met
0.000
Documentation complete
0.910
Material contradiction
0.080
Missing evidence
DIAGNOSIS 0.980
others: TREATMENT_HISTORY 0.02
Gate path· 7 gates, in engine order
  1. providerpassed

    all five decisions present and well-formed

  2. agepassed

    patient.age=38, policy min_age=18

  3. contradictionpassed

    p_yes(material_contradiction)=0.080, review at >= 0.8

  4. documentationpassed

    p_yes(documentation_complete)=0.910, request info below 0.6

  5. missing_evidenceFIRED → REQUEST_INFO

    missing_evidence=DIAGNOSIS (p=0.980), request info at >= 0.7

  6. auto_processnot reached
  7. default_reviewnot reached

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

  • missing diagnosis (p=0.980)
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)