What this dataset tests
Whether a system can distinguishtrue stabilizationfrom compensatory adaptation.
Short-term improvement often maskslong-term tolerance and rebound.
Required outputs
trajectory_class
compensation_loop_detected
stabilization_score
tolerance_drift_risk
rebound_risk
dominant_system_axis
confidence_score
Use case
Early-phase trial decision making.Identify drugs likely to lose efficacy over time.Detect durable stabilization signatures.
