A controlled LLM pipeline generates synthetic French OSCE transcripts with varying skill levels and evaluates them, with mid-size models achieving ~90% accuracy matching GPT-4o on the synthetic data.
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LLM-Based Data Generation and Clinical Skills Evaluation for Low-Resource French OSCEs
A controlled LLM pipeline generates synthetic French OSCE transcripts with varying skill levels and evaluates them, with mid-size models achieving ~90% accuracy matching GPT-4o on the synthetic data.