Silent Risk
The unsupervised algorithm isolated the silent-risk pattern without labels. The reported 4.5% prevalence of Silent Risk is a simulation result that requires longitudinal confirmation. Silent Risk combined elevated homocysteine and insulin…
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The unsupervised algorithm isolated the silent-risk pattern without labels. The reported 4.5% prevalence of Silent Risk is a simulation result that requires longitudinal confirmation. Silent Risk combined elevated homocysteine and insulin while common markers such as CK and cortisol remained normal. The silent-risk pattern was intentionally embedded in the synthetic seed as controlled latent ground truth.