A novel face scale and National Early Warning Score 2 prediction model to assess deteriorating patients in hospital wards: A quick visual early warning score study.
Wall A; Fisher JA; Watkinson EK; Jain S; Bakthavatsalam D; Madrigal-Garcia MI; Moreno-Cuesta J · 2026 · Australian critical care : official journal of the Confederation of Australian Critical Care Nurses
WASTE classifies this as Negative / Null Result Report · AI classification, approximate
The study found no significant effect — useful as a negative control or null benchmark for your own design.
Abstract (excerpt)
Background Early warning scores like the National Early Warning Score 2 (NEWS2) identify patient deterioration but do not incorporate clinician-intuitive assessment. Previous research suggests facial expressions can be critical indicators…
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Metadata source: Europe PMC · DOI 10.1016/j.aucc.2026.101628