Here's a great way to handle it when you've called someone by the wrong name. Today an acquaintance called me "Kate." Instead of the usual fluster, she simply smilingly said "Oh, I'm so sorry. I once had a best friend named Kate. That made me feel she had warm feelings for me. True or not, it felt nice!