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GOLD-CON-16

Conflicting evidence · gold-v0.1

Case inputs

As of
2026-09-01
Patient
33 years, NJ
Request
Immunara for rheumatoid arthritis
Insurance
ExampleHealth, ExampleHealth Gold · EXH-227781
Policy
immunara-v0.1
Inputs
sha256:ed917442e5b7…

Documents 3

Physician note

physician_note
SYNTHETIC RECORD - Example Redcliff Rheumatology - Follow-up Visit - 2026-08-20
Patient reference SYN-7789. This 33-year-old man was diagnosed with seropositive rheumatoid arthritis at this practice in 2022 after persistent hand and foot swelling with positive serology.

He took oral methotrexate from March 2026 to August 2026, and his synovitis has remained active throughout, an inadequate response despite dose escalation. He works as a landscaper and reports his grip strength has declined, making it harder to use hand tools. He has no other significant medical history.

Immunara is recommended given his sustained disease activity.

Medication history

medication_history
SYNTHETIC RECORD - Example Redcliff Rheumatology - Medication History - 2026-08-15
Patient reference SYN-7789.
METHOTREXATE 20 MG PO WEEKLY - status: inactive - start 2026-03-04 - end 2026-08-11 - reason: inadequate response
FOLIC ACID 1 MG PO DAILY - status: inactive - start 2026-03-04
CETIRIZINE 10 MG PO DAILY - status: active

Insurance card

insurance_card
SYNTHETIC RECORD - ExampleHealth Gold - Member Insurance Card - Issued 2026-01-01
Payer: ExampleHealth
Plan: ExampleHealth Gold
Member ID: EXH-227781
Group Number: EXHG-55019
Member Services: 555-0118

Decisions by provider

AUTO_PROCESScorrect

Decided by: auto_process gate · auto_process 0.89

Judgments

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

Diagnosis supported
0.980
Step therapy met
0.980
Documentation complete
0.980
Material contradiction
0.060
Missing evidence
NONE 0.970
others: DOSAGE 0.03
Gate path· 7 gates, in engine order
  1. providerpassed

    all five decisions present and well-formed

  2. agepassed

    patient.age=33, policy min_age=18

  3. contradictionpassed

    p_yes(material_contradiction)=0.060, review at >= 0.8

  4. documentationpassed

    p_yes(documentation_complete)=0.980, request info below 0.6

  5. missing_evidencepassed

    missing_evidence=NONE (p=0.970), request info at >= 0.7

  6. auto_processFIRED → AUTO_PROCESS

    min(required p_yes)=0.980, auto at >= 0.89; p_yes(material_contradiction)=0.060, blocks at >= 0.2

  7. default_reviewnot reached

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

  • all required judgments are at or above 0.89 and contradiction risk is below 0.2
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)