The most likely structure functioning improperly in this scenario is the alveoli.
The alveoli are the tiny air sacs in the lungs where gas exchange occurs, allowing oxygen to enter the blood and carbon dioxide to be expelled. If the alveoli are not functioning properly, oxygen cannot effectively enter the bloodstream, leading to low blood oxygen levels despite proper circulation.