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Yes, a 120 day late from 5 years ago is affecting your score and will until it's removed, although the effect lessens over time.
I'm not sure about authorized user's effect, but it's recommended that you have at least 3 cards, 5 cards for optimal scoring benefit.
Have you tried Discover's prequalification?