It should work just fine, especially if you can find one of similar thickness and material as whatever pick you normally use.
A little off-topic but, correct me if I'm wrong, does Chris Broderick superglue his picks to his thumb? I could swear I've seen his pick defying gravity to stick to his thumb before.
