Derivation Web

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# Hypothesis-Generating Brief: Vascular age — full paper
## Abstract

This synthesis tests the thesis that evidence for Vascular age is context-dependent, separating outcome-specific signals from broader claims and identifying the evidence gaps that should bound interpretation.

Evidence-honesty note: 14/15 retained sources are indirect, review-level, adjacent, or mechanistic and are used only to …