What to check before using AI-based virtual patients in clinical psychology training: an ablation audit of four personas
This study validates four AI-based virtual patients for clinical psychology training by demonstrating that they function as stable, recognizable stimuli driven by the models themselves rather than trainee behavior, while revealing that lexical analysis effectively captures disorder-specific language for most conditions but fails for those with diffuse clinical profiles like generalized anxiety.