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This is a Cohort Study study (also classified as: Quantitative Study).

October 16, 2025

Simple Prompting Enhances ChatGPT’s Diagnostic Accuracy in Psychiatric Cases

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This analysis shows that simple prompting improved diagnostic accuracy in psychiatric cases, indicating LLMs could assist clinicians.

ChatGPT achieved highest diagnostic accuracy when prompted to provide a single diagnosis for each case, enhancing decision-making in psychiatry.
Clinical psychologists demonstrated moderate agreement in diagnosis accuracy assessments, with kappa value of 0.687 indicating reliable evaluations.
A robust statistical approach confirmed prompting techniques significantly affected diagnostic accuracy, showcasing the importance of input style.
Implementing LLMs like ChatGPT can improve psychiatric diagnosis processes, offering valuable support for mental health practitioners.

Fong et al. (2025) studied this question.

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October 16, 2025

View Full Paper

Ask AI

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Authors

This analysis shows that simple prompting improved diagnostic accuracy in psychiatric cases, indicating LLMs could assist clinicians.

ChatGPT achieved highest diagnostic accuracy when prompted to provide a single diagnosis for each case, enhancing decision-making in psychiatry.
Clinical psychologists demonstrated moderate agreement in diagnosis accuracy assessments, with kappa value of 0.687 indicating reliable evaluations.
A robust statistical approach confirmed prompting techniques significantly affected diagnostic accuracy, showcasing the importance of input style.
Implementing LLMs like ChatGPT can improve psychiatric diagnosis processes, offering valuable support for mental health practitioners.

Fong et al. (2025) studied this question.

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