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GOLD-CON-11

Conflicting evidence · gold-v0.1

Case inputs

As of
2026-08-01
Patient
37 years, OR
Request
Immunara for rheumatoid arthritis
Insurance
Northstar, Northstar Choice · NSC-556231
Policy
immunara-v0.1
Inputs
sha256:4d75cdd03956…

Documents 2

Medication history

medication_history
SYNTHETIC RECORD - Example Bellwood Rheumatology - Medication History - 2026-07-25
Patient reference SYN-2234. This medication list records dates in MM/DD/YYYY order.
METHOTREXATE 20 MG PO WEEKLY - status: inactive - start 02/06/2026 - end 07/20/2026 - reason: inadequate response
FOLIC ACID 1 MG PO DAILY - status: inactive - start 02/06/2026
SERTRALINE 50 MG PO DAILY - status: active

Physician note

physician_note
SYNTHETIC RECORD - Example Bellwood Rheumatology - Follow-up Visit - 2026-07-28
Patient reference SYN-2234. This 37-year-old woman has a seropositive rheumatoid arthritis diagnosis established at this practice in 2021, with recurrent wrist and finger synovitis.

Her oral methotrexate, 20 mg weekly, started 2026-06-02 and was stopped 2026-07-20 because her joint swelling had not improved despite the trial, an inadequate response. She continues to report morning stiffness lasting about an hour and has found gardening increasingly difficult. She has no known drug allergies.

Immunara is recommended given her sustained disease activity.

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
0.595
Documentation complete
0.970
Material contradiction
0.560
Missing evidence
NONE 0.950
others: DOSAGE 0.04 · TREATMENT_HISTORY 0.01
Gate path· 7 gates, in engine order
  1. providerpassed

    all five decisions present and well-formed

  2. agepassed

    patient.age=37, policy min_age=18

  3. contradictionpassed

    p_yes(material_contradiction)=0.560, review at >= 0.8

  4. documentationpassed

    p_yes(documentation_complete)=0.970, request info below 0.6

  5. missing_evidencepassed

    missing_evidence=NONE (p=0.950), request info at >= 0.7

  6. auto_processpassed

    min(required p_yes)=0.595, auto at >= 0.89; p_yes(material_contradiction)=0.560, 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=0.595 is below the 0.89 autonomous-action bar
  • contradiction risk p=0.560 blocks autonomous processing (>= 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)