An Option which is "deep Out of the money" is an Option which Strike price is far above the current price of the asset to which the Option is referenced. Its chances of being exercised by the holder of the Option are therefore very low.

(See Chapter 24 Hybrid securities of the Vernimmen)

To know more about it, look at what we have already written on this subject