Barely Significant

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We consider this finding an improvement upon the AUROC presented in our first report [ 2 ], where we demonstrated a trend toward significance but did not meet the threshold for statistical significance ( p = 0.057) and had broad 95% confidence intervals (0.571 to 1.009) in the logistic regression.
highly significantqualifiedgold
This represents a remarkable improvement over the best conventional score, the pre-endoscopic Rockall, and the difference in performance was highly significant. The ability of the ML model to attain high sensitivity and specificity simultaneously is particularly valuable in the emergency setting—it enables identification of high-risk patients without over-triaging those at low risk.