[Request] How close could the asteroid get to earth without the earth's gravity forcing a collision?

I saw this tweet mentioning the asteroid potentially missing earth my a mile. One response mentioned it grazing the earth's atmosphere and giving a spectacular show. I feel like it likely isn't moving fast enough to get that close without being captured.