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GOLD-TMP-01

Temporal reasoning · gold-v0.1

Case inputs

As of
2026-06-01
Patient
39 years, TX
Request
Immunara for rheumatoid arthritis
Insurance
ExampleHealth, ExampleHealth Gold · EXH-518273
Policy
immunara-v0.1
Inputs
sha256:c869d81e9675…

Documents 1

Physician note

physician_note
SYNTHETIC RECORD - Example Ridgepoint Rheumatology - Progress Note - 2026-05-29
Patient reference SYN-6001.

Subjective: 39-year-old man returns for reassessment of seropositive rheumatoid arthritis, diagnosed in 2021, reporting ongoing bilateral hand and wrist discomfort that limits his grip when lifting boxes at his warehouse job.
Objective: Synovial thickening noted at bilateral wrists and second and third MCP joints. Vitals stable, blood pressure 122/78.
Assessment: Rheumatoid arthritis with persistent synovitis despite a full course of oral methotrexate 15 mg weekly from 2026-03-02 through 2026-05-25, discontinued for inadequate response.
Plan: Switch to Immunara. Continue folic acid. Follow up in six weeks.

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
0.940
Material contradiction
0.060
Missing evidence
NONE 0.870
others: TREATMENT_HISTORY 0.11 · DOSAGE 0.02
Gate path· 7 gates, in engine order
  1. providerpassed

    all five decisions present and well-formed

  2. agepassed

    patient.age=39, policy min_age=18

  3. contradictionpassed

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

  4. documentationpassed

    p_yes(documentation_complete)=0.940, request info below 0.6

  5. missing_evidencepassed

    missing_evidence=NONE (p=0.870), request info at >= 0.7

  6. auto_processFIRED → AUTO_PROCESS

    min(required p_yes)=0.940, 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)