The Beekeeper's Apprentice by Laurie King

Sherlock in his late 50's meets and apprentices 14 year old Mary Russell. The partnership thwarts several crimes as well as their own potential demise by hand of "Russell's" university math tutor, Donleavy (who happens to be Moriarty's daughter).