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GOLD-TMP-02

Temporal reasoning · gold-v0.1

Case inputs

As of
2026-06-05
Patient
55 years, NY
Request
Immunara for rheumatoid arthritis
Insurance
Northstar, Northstar Choice · NSC-627741
Policy
immunara-v0.1
Inputs
sha256:8695ef561367…

Documents 2

Medication history

medication_history
SYNTHETIC RECORD - Example Fairview Rheumatology - Medication History - 2026-05-28
Patient reference SYN-6002.
METHOTREXATE 20 MG PO WEEKLY - status: inactive - start 2026-03-02 - end 2026-05-24 - reason: inadequate response
FOLIC ACID 1 MG PO DAILY - status: inactive - start 2026-03-02
LISINOPRIL 10 MG PO DAILY - status: active

Physician note

physician_note
SYNTHETIC RECORD - Example Fairview Rheumatology - Office Visit - 2026-06-01
Patient reference SYN-6002. This 55-year-old woman was diagnosed with seropositive rheumatoid arthritis in 2020 and has been followed at this clinic since. She returns today reporting that her hands remain swollen and stiff most mornings, and she has started using a jar opener at home because her grip has weakened.

She completed a trial of oral methotrexate 20 mg weekly from 2026-03-02 to 2026-05-24, which was stopped because her synovitis had not improved. She has otherwise been healthy, walks regularly for exercise, and denies any new rashes.

Given her inadequate response to methotrexate, Immunara is being requested.

Decisions by provider

HUMAN_REVIEWcorrect

Decided by: default_review 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
0.000
Documentation complete
0.970
Material contradiction
0.050
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=55, policy min_age=18

  3. contradictionpassed

    p_yes(material_contradiction)=0.050, review at >= 0.8

  4. documentationpassed

    p_yes(documentation_complete)=0.970, request info below 0.6

  5. missing_evidencepassed

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

  6. auto_processpassed

    min(required p_yes)=0.000, auto at >= 0.89; p_yes(material_contradiction)=0.050, blocks at >= 0.2

  7. default_reviewFIRED → HUMAN_REVIEW

    case does not meet the autonomous-action bar

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

  • step_therapy p_yes=0.000 is below the 0.89 autonomous-action bar
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)