How do I remove the Phillips Head Screw in Step 19?

Step 19 of the Battery Replacement guide mentions PH0 screwdriver to remove the screw. I am using the screwdriver from the replacement kit. However, the screw won't move. I think the head has been stripped. What can I do here?