Most accurate method of measuring free living energy expenditure utilizes water labeled with isotopes of H and 1O.
After ingestion of isotopic H is eliminated as water and isotopic O is eliminated as water and carbon dioxide.
Disappearance rate of labeled O relative to labeled H measures carbon dioxide production rate which is a direct measure of total energy expenditure.