Breathing only extracts ~25% of the oxygen in the air (ie, the air we inhale is ~20% oxygen, the air we exhale is roughly 15% oxygen) (just as an FYI).
I'm having a hard time seeing where you're getting 3cc from? I'm looking around the article, as well as the one that tokenadult posted, and I can't get a volume listed anywhere.
But yeah, tidal volume (or a normal breath) is roughly 500ml, so you'll need like 25ml of oxygen supplied per breath. Normal adult does something like 20ish breaths a minute, so you need to put in at least 500mL of oxygen a minute to survive - at normal levels. You can probably get away with a lot less, especially if the patient is unconscious (somehow).