Background: The healthcare system needs tools that can predict which patients are at risk of deterioration, before adverse outcomes such as cardiac arrest or even death occur. Many of these patients will show signs of significant physiological deterioration in the 24 hours prior to ICU transfer or cardiac arrest [1-4]. Different scores have been developed [...]