EMT's are trained to provide oxygen therapy at levels below 95 from my understanding. Masks absolutely reduce oxygen levels.
Checked my spo2 levels, the oxygen on your blood, after 4 minutes with a mask it dropped to 90%. Normally it is 98-100%. We provide oxygen therapy on all patients under 95%, 88% is critical.