What is a model card in healthcare AI?

A model card is a documentation standard specifying the intended population, known limitations, failure modes, performance metrics, and design choices of an AI model. No model should advance to clinical validation without a completed model card. It ensures transparency and enables clinicians, regulators, and patients to understand what the AI was designed for, where it may not perform well, and how to interpret its outputs safely.