How could I add a CSS class that hides the block on the mobile view?
You can use bootstrap 3 visibility classes (https://getbootstrap.com/docs/3.3/css/#helper-classes). You can place these classes in the "CSS Classes" field at the bottom of the "appearance" tab in the Design/Blocks application.
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