There actually might be 2 Phillips head screws on each side near the 3 larger bolts,,, I think my car had them. If you got the 3 large bolts (circled red), these screws (blue arrows), and the ball/socket connections, it should be ready to take out.
Pic from Boxtaboy's instructions showing the 2 screws: