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.

This article is part of the Automate Medical series on the science, methodology, and engineering behind continuous health intelligence. We're publishing the full post shortly. In the meantime, the excerpt above captures the core argument and the team behind it.

For early access, deeper technical detail, or to bring the Automate Medical team in for a conversation with your research, clinical, or engineering team, email hello@automate-medical.com or call (844) 8-AIMATE.