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In our study, we implemented this validation approach by comparing GPT-4’s classifications of synthetic posts against those from other leading LLM platforms.
J Med Internet Res 2025;27:e65226
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Results detail: When mentioning model performance, briefly state why VGG16’s superior performance is significant compared to others.
Response: We have revised the abstract to enhance its clarity and readability. Additionally, we included a clear Objective section to directly address the comment and make the study’s purpose more explicit.
For sentence clarification, we have revised the Introduction section of the abstract to clearly indicate why current diagnostic methods are insufficient.
JMIRx Med 2025;6:e77221
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VGG16’s superior performance is significant, as it demonstrates that a simpler model can achieve exceptional diagnostic accuracy while requiring minimal computational resources. This makes it a practical and scalable solution for deployment in resource-constrained settings with limited access to high-performance hardware.
The computational time observed across models has implications for clinical settings, particularly in resource-limited environments.
JMIRx Med 2025;6:e66029
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Determinants of Digital Health Literacy: International Cross-Sectional Study
J Med Internet Res 2025;27:e66631
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The rising tide of HIV among young men who have sex with men in Brazil: insights from the Conectad@s
JMIR Public Health Surveill 2025;11:e67005
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