Evidence, methodology, and the science behind it.

Why we publish subgroup performance, even when it's unflattering

A 95% overall sensitivity that masks a 78% sensitivity in a specific subgroup is a design deficiency, not a footnote. Here's how Automate Medical discloses subgroup performance — and what we do about the gaps.