How can I include shortcodes within PHP?

In your case do_shortcode should do the trick.

If your shortcode is just like [my_shortcode] then try echo do_shortcode( '[my_shortcode]' );

If you have opening and closing then echo do_shortcode( '[my_shortcode]Inner text[/my_shortcode]' );

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