> This is a novel virus - meaning noone initially has natural immunity to it.

This has then been proven to be an incorrect assumption, due to cross-reactivity with existing coronaviruses. While this does not prevent infection (or it is likely it does not), it may explain why some people did not experience symptoms, or very light symptoms.