[MrRothstein]

What if you the question is rephrased:
"What is the % of time that the gun will have been loaded in this situation?"

I think its 10%
50% of the time the gun will not be loaded.
40% of the time the gun will be loaded and will kill.
That leaves 10% when the gun is loaded and will miss.