Synthetic

Synthetic scenario

care-navigation-high-risk-followup

CarePath AI receives an intake summary and must identify high-risk follow-up needs without using live patient identifiers.

Statusfixture-ready
Risk markers4
Trace steps4
Assertions4
Validationpass
Passed12
Failed0
API/api/synthetic/validation/care-navigation-high-risk-followup

Expected outcome

The workflow routes the patient to care navigation review, marks follow-up urgency, and records a trace for Watchtower review.

Synthetic adult patient with multiple chronic conditions and recent emergency utilization.

01intake_received
02risk_markers_extracted
03navigation_review_recommended
04watchtower_trace_recorded

synthetic-only label present

Required for this synthetic workflow to be considered valid.

no production identifiers

Required for this synthetic workflow to be considered valid.

risk markers retained

Required for this synthetic workflow to be considered valid.

navigation recommendation explainable

Required for this synthetic workflow to be considered valid.

pass

Synthetic-only label

Scenario content must clearly identify itself as synthetic.

pass

No production identifiers

Scenario content must not include obvious SSN, MRN, email, or phone identifiers.

pass

Fixture payload present

Scenario must have a structured request and expected-output fixture.

pass

Fixture identifier safety

Fixture payload must not include obvious SSN, MRN, email, or phone identifiers.

pass

Fixture synthetic-only flag

Fixture request must be explicitly marked synthetic-only.

pass

Contract boundary

Synthetic validation scenarios must stay bound to the synthetic clinical test contract.

pass

Risk markers retained

Scenario must retain at least three explicit risk markers.

pass

Workflow trace complete

Scenario must expose at least four deterministic workflow trace steps.

pass

Fixture trace alignment

Fixture expected trace must align with the scenario workflow trace.

pass

Assertions mapped

Scenario must include at least four explicit assertions.

pass

Fixture output contract

Fixture must define expected output signals and prohibited claims.

pass

Human review guardrail

Scenario must retain a review, draft, no-final-claim, or Watchtower guardrail.