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Welcome to the community, @Caleb_Gonzalez1! :grinning_face_with_big_eyes: Sorry that your question has gone unanswered for so long.
At this time, prefilling only works with visible fields using Airtable’s native forms. If you use a third-party form solution like Jotform, though, you can pass data for both visible and hidden fields.