**Hint:** We want to compute $\Pr[\text{lung prob} \mid \text{heavy}]$, which is given by: $$ \frac{\Pr[\text{lung prob}]\Pr[\text{heavy} \mid \text{lung prob}]}{\Pr[\text{lung prob}]\Pr[\text{heavy} \mid \text{lung prob}] + \Pr[\text{no lung prob}]\Pr[\text{heavy} \mid \text{no lung prob}]} $$