A 68-year-old man with established cirrhosis due to metabolic dysfunction associated fatty liver disease presents to the emergency room, disorientated and drowsy. His daughter reports a three-day history of dysuria of her father and erratic diabetic control.

The accurate assessment of hepatic encephalopathy to guide treatment here would be based on