Agents Under the Curve (AUC)

Evaluating new agentic AI systems is challenging because their binary outputs, like "disease" or "no disease," are incompatible with the standard medical metric of Area Under the Curve (AUC). The AUC metric is crucial for model comparison as it requires a continuous risk score to effectively rank patients, something a simple