Few-shot prompting with GPT-4.1 achieves an F1 score of 0.65 for extracting and classifying substance use mentions in Spanish clinical texts as part of the ToxHabits shared task.
Hyoun-Joong, Managing unstructured big data in healthcare system, Healthc Inform Res 25 (2019) 1–2
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FMI@SU ToxHabits: Evaluating LLMs Performance on Toxic Habit Extraction in Spanish Clinical Texts
Few-shot prompting with GPT-4.1 achieves an F1 score of 0.65 for extracting and classifying substance use mentions in Spanish clinical texts as part of the ToxHabits shared task.