A favorite line of mine that I keep in my back pocket is perfect for this type of "careful where you step there are landmines everywhere" situations.
"Don't blame me! Blame my gender!"
Generally women will see right through the deflection. But they accept you for your failings and will probably spare you from the chopping board.