Your question is Binary and Time-to-Event Correlation. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you formulate the correlation between a binary variable and a time-to-event variable?