If you leave the html codes in, you may be able to use them as position identifiers so that your code can locate the scores you want. Your script doesn't necessarily need the html codes stripped to be able to find something. Try looking at the page without the html stripped and try to locate any common html tags that are around the team names/scores/etc on each page.

-genius_at_work