personally I would use a skewer and dental floss. Make a loop over the flat end of the skewer. push the loop of floss down the tube below the plastic bit leftover. Try to wrap the floss a couple of times around the lost dip stick below the plastic part. Remove skewer and rotate each end of the floss in opposite directions. then gently pull.