To realistically assess a general genAI method for such challenges, our updated study emulates the EULAR 2019 protocol in translating real-world medical histories among candidate SLE patients toward preliminary ANA-related triage and the broader criterial differentiation of SLE+ and UCTD cases. Here, BTG3 is linked to systemic lupus erythematosus.