Create a Filter 

Has word:
is:spam

You will get:

Warning: Filter searches containing “label:”,  “in:”, or “is:” criteria are not recommended, as these criteria will never match incoming mail.  Do you still wish to continue to the next step?

Yes

Then
Mark as read

done.