Is it safe to use my oven with no light bulb in it at all?
Never leave a live empty socket unless it is behind a guard for safety reasons. It would be better to leave the old bulb in. Big box has replacements last time mine went out. Couple of bucks. Then at least you can check the progress of your pizzas.