Reset Netflix series?

If you have seen an episode on Netflix, then there's such a red bar or line in the picture of the episode. Can somehow get that away again? Because I finished a series and wanted that to go away. (see image)

That's what I asked myself, and it did not work out. The "solution" was to simply create a new profile and delete the old one.