Expected Value, Linearity & Advanced Probability · Challenge problem

A biased coin shows heads with probability $\tfrac13$. Find the expected number of flips until the pattern $HTH$ first appears.

The answer is a fraction $\tfrac{m}{n}$ in lowest terms; find $m + n$.