How to fix 'Potentially violating Personal data sent to Facebook' on my Pixel?

Update: We reached out to Facebook Business, Shopify and our Theme providers. All confirmed this URL Parameter Query is a standard query used in many apps or features within Shopify. Thankfully, Shopify tech teams confirmed it was the ‘YOU MAY ALSO LIKE’ feature that was parsing these 2 x codes ‘URL PARAMETER QUERY’. We simply turned off this feature and it worked! it seems Facebook recently made some updates and included these parameters as unacceptable. Give this a go, otherwise raise a ticket with shopify. It’d also be good if all of us raised a dispute with Facebook so they can have this removed or fixed from their end.