How Can I Change Checkbox "Was Validated" Behaviour?

I have a form I’m using Validation on. It has a slider checkbox which changes colour if validation has happened, even though that checkbox has no validation on it.

What is the easiest way to stop this from happening?

Pre validation:

validation1

Post validation:

validation2

Offending Bootstrap CSS:

validation3

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