 Failure to recognise deterioration early is a major cause of preventable deaths amongst hospital patients. The investigators wish to study whether continuous monitoring of vital signs pulse rate, breathing rate, and blood oxygen saturations with computer modeled alerting to detect patient deteriorations can reduce cardiac arrest rate and critical care readmissions from the wards by alerting staff to clinical deteriorations more effectively than current paperbased systems. 