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If you're using the API's JSON mode, it will apologize in JSON. If you prompt asking for JSON not in that mode, it should work like you're thinking.

I would use function calling instead to return a boolean and throw away anything that isn't a bool.

Ask the API to return escaped JSON or any other specific format. An apology or refusal won't be encoded.