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GOLD-TMP-03

Temporal reasoning · gold-v0.1

Case inputs

As of
2026-06-05
Patient
62 years, CO
Request
Immunara for rheumatoid arthritis
Insurance
CivicCare, CivicCare Plus · CCP-338815
Policy
immunara-v0.1
Inputs
sha256:2fbac9d5d08a…

Documents 2

Lab report

lab_report
SYNTHETIC RECORD - Example Harbor Rheumatology Consultants - Laboratory Report - 2026-01-10
Patient reference SYN-6003.
Rheumatoid factor: positive, 71 IU/mL (reference <14).
Anti-CCP antibody: positive, 94 U/mL (reference <20).
CBC: within normal limits.

Physician note

referral_letter
SYNTHETIC RECORD - Example Harbor Rheumatology Consultants - April 20, 2026

Dear Colleague,

Patient reference SYN-6003. I am writing regarding this 62-year-old man, whom I have followed for seropositive rheumatoid arthritis since 2019. He was referred back to your office for consideration of Immunara after an inadequate trial of conventional therapy.

He took oral methotrexate 15 mg weekly from January 15, 2026 to April 16, 2026, which was discontinued due to nausea and intermittent vomiting that did not resolve with dose adjustment or antiemetics. His joint symptoms had been only partially controlled during this trial. He remains active despite his hand discomfort and has no other significant medical history.

Please let me know if you require any additional records to complete this request.

Sincerely,
The referring rheumatologist

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
0.970
Step therapy met
0.980
Documentation complete
0.920
Material contradiction
0.070
Missing evidence
NONE 0.910
others: DIAGNOSIS 0.05 · DOSAGE 0.02 · TREATMENT_HISTORY 0.02
Gate path· 7 gates, in engine order
  1. providerpassed

    all five decisions present and well-formed

  2. agepassed

    patient.age=62, policy min_age=18

  3. contradictionpassed

    p_yes(material_contradiction)=0.070, review at >= 0.8

  4. documentationpassed

    p_yes(documentation_complete)=0.920, request info below 0.6

  5. missing_evidencepassed

    missing_evidence=NONE (p=0.910), request info at >= 0.7

  6. auto_processFIRED → AUTO_PROCESS

    min(required p_yes)=0.920, auto at >= 0.89; p_yes(material_contradiction)=0.070, 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)