In your mypage.php
you can check something like this
if(!isset($_GET['page'])) {
header('location: /mypage.php?page=0');
exit;
}
But, I think, instead of redirecting to same page with a get variable, why don't just show the page you want to show by default, when there is no page
variable is set.