MATRIX: Multi-Agent simulaTion fRamework for safe Interactions and conteXtual clinical conversational evaluation. - Ernest Lim; Yajie Vera He; Jared Joselowitz; Kate Preston; Mohita Chowdhury; Louis Williams; Aisling Higham; Katrina Mason; Mariane Melo; Tom Lawton; Yan Jia 008; Ibrahim Habli (CoRR, 2025)