#peercheck
No Doximity, I’m not going fact check AI generated medical content summaries for you. I received a notification in the app to do this “PeerCheck” and there seems to be no way to opt out. This is dangerous and a waste of doctors’ time.
June 20, 2026 at 10:25 PM
NEW: Doximity and Dr. Eric Topol launch PeerCheck, a physician-led effort to bring peer review into clinical AI.

PeerCheck embeds expert review directly into DoxGPT, letting cited clinicians evaluate and improve AI answers for accuracy, evidence strength, and bias.
December 18, 2025 at 12:29 AM
AP: PeerCheck: vetting done by clinicians. With each round of vetting, we get smarter. At Doximity we have now 140+ partners, even have access to local guidelines.
We are excited about AI. Move fast and don’t spill your drink. Human expertise is still at the core of medicine.

#STATBreakthrough
May 19, 2026 at 7:30 PM
Zeyuan Chen, Ziqing Yang, Yihan Ma, Michael Backes, Yang Zhang: PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality https://arxiv.org/abs/2606.20897 https://arxiv.org/pdf/2606.20897 https://arxiv.org/html/2606.20897
June 23, 2026 at 6:39 AM