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Google Scholar citation missing because of name mismatch?

I am a PhD student and have only a few publications under my belt. I just noticed a Nature paper cited my Master's thesis but it cited my first name as my last and my last first. I am a tad worried that this problem would propagate. On top of that, I tried to add this missing citation to my Google Scholar profile by adding an article manually with the messed up name (as in the references of the work citing mine) but the citation didn't show. For some reason, this citation was shown on ResearchGate and I just claimed authorship to it but would this affect the Google Scholar citation count though?

Would appreciate any suggestions around avoiding name being mis-cited or fixing citation count.