Mortality Prediction in Heart Failure Patients: Machine Learning Versus Get With The Guidelines-Heart Failure (GWTG-HF) and Acute Decompensated Heart Failure National Registry (ADHERE).

Cureus · 2025 · PMC12399311 · PMID 40895687

Europe PMC DOI

hedged sentence

0.0800

closest p · 1.6× alpha

0.0800

boldest claim

The sentences

did not reach statistical significancep-value = 0.08so close (0.05 < p ≤ 0.1)

The difference between the AUROCs of the GWTG and XGB models did not reach statistical significance (p-value = 0.08), although the AUROC of the XGB model was higher.

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