Since the code ages-ph-04-001 likely refers to a specific technical or organizational project—possibly related to software engineering or release management given the mention of tools like
Conflict of Interest Statement: Two authors are founders of Deep Longevity, a company that licenses aging clocks to pharmaceutical firms. The dataset and algorithm are provided open-access for non-commercial use. ages-ph-04-001
The calculated MTC at Beginning of Cycle (BOC) was found to be $-3.5 \text pcm/^\circ\textC$. Since the code ages-ph-04-001 likely refers to a
The study found that men and women age differently at the physiological level: Key Findings 4
Citation (hypothetical):
Zhang, L., Christensen, K., Ferrucci, L., & Zhavoronkov, A. (2023). A physiological composite clock for estimating age-related decline and mortality risk. Ages, 45(4), 001–028. (Manuscript ages-ph-04-001)
Operability: Sets the interface standards for how human operators interact with machines. 📋 Key Technical Content Areas 1. Control System Architecture