formula
The final case score S_c for a case c and conversation C generated by doctor agents is calculated as S_c = (sum of (w_r * I_r)) / (sum of w_r), where R is the set of all rubrics for case c, w_r is the importance score assigned to rubric r, and I_r is the binary indicator returned from the model-based judge representing the LLM-as-judge process for rubric r.

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