Machine Learning-Based Prediction Model for 30-Day Emergency Department Revisits in a Medically Underserved Tertiary Hospital: Formative Retrospective Cohort Study.

JMIR Form Res · 2026 · PMC13220723 · PMID 42213145

Europe PMC DOI

hedged sentences

—

closest p

—

boldest claim

The sentences

an overall trendno p-value reported

The ED length of stay showed an overall trend of increasing revisit risk with longer stays, with particularly high SHAP values observed in patients staying for more than 4 hours, although with considerable variability.

also in 4,871 other papers

showed a trendno p-value reported

The SHAP dependence plot analysis showed a trend of increasing revisit risk with longer ED stays, with a particularly high risk observed in patients staying for more than 4 hours.

also in 53,322 other papers

Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.