Interpretable machine learning for coronary heart disease risk stratification in patients with carotid atherosclerosis: A retrospective cross-sectional study.

Medicine (Baltimore) · 2026 · PMC12826324 · PMID 41560093

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0.0870

closest p · 1.7× alpha

0.0870

boldest claim

The sentences

did not reach statistical significanceP = .087so close (0.05 < p ≤ 0.1)

Carotid IMT, although clinically relevant, was excluded because it did not reach statistical significance in univariate analysis ( P = .087, Table 1 ) and demonstrated strong collinearity with carotid plaque (Spearman R = 0.76, P < .001).

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