ClarusC64/clinical-tpib-pathway-stability-and-risk-guardrails-v0.1

What this dataset tests

Given proposed next interventions classify stability in the response manifold and add a guardrail that prevents known failure patterns.

Labels

• —stable_move
• —highvariancemove
• —risky_move
• —contraindicated_move

Typical failures

• —repeating tolerance loops
• —retrial after paradoxical worsening
• —allowing oscillation through exposure gaps
• —undertreating high-risk physiology
• —adding noise in flat nonresponse cases

Suggested prompt wrapper

System

You evaluate pathway stability and propose guardrails.

User

Manifold Label {manifold_label}

Risk Flags {risk_flags}

Proposed Top 3 {proposed_top3}

Known Failure Signatures {knownfailuresignatures}

Return

• —one stability label
• —2 guardrail actions
• —one sentence rationale

Citation

ClarusC64 dataset family