You all may or may not have noticed, But Kishi is obviously trying to pull something here to make us go to the edge of our seat.
If Gai dies, Who would teach Lee the rest of the 8 Gates techniques? Lee still has much to learn.
Probably, before Gai gets into his death state, He would be saved...