Python how to check if a thread has already started

I have a list of threads in my Python application. An additional thread is managing all these threads and sometimes it calls thread.join() on the other threads. The problem is that some of these threads might not have been started yet. This leads to the error:

RuntimeError("cannot join thread before it is started")

How can I check if a thread has been started, before calling the join()?