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Exploring the Capacity of Large Language Models to Assess the Chronic Pain Experience: Algorithm Development and Validation

Exploring the Capacity of Large Language Models to Assess the Chronic Pain Experience: Algorithm Development and Validation

To evaluate LLMs’ capacity to assess pain narratives we used the narratives provided in Serrat et al [22]. In our investigation, GPT-4 was used to assign scores, as well as the scores’ explanation, for pain severity and disability as expressed in the narratives.

Jacopo Amidei, Rubén Nieto, Andreas Kaltenbrunner, Jose Gregorio Ferreira De Sá, Mayte Serrat, Klara Albajes

J Med Internet Res 2025;27:e65903