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In our preliminary trials, while combining more distinct segments could introduce variety, this approach led to a slight reduction in overall accuracy due to the introduction of less relevant or tangential information.
Finally, embedding models with cosine similarity offers an efficient and robust way to evaluate how closely each segment relates to the posed question, ensuring that the selected segments are not just textually similar but semantically aligned with the user’s query.
JMIR Form Res 2025;9:e64544
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Applications of AI in Predicting Drug Responses for Type 2 Diabetes
JMIR Diabetes 2025;10:e66831
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An exception was made for a tweet authored by Robert F Kennedy Jr, a public figure, as it represents a public statement made in his capacity as a public advocate.
Figure 1 A depicts altmetric trends for 5 major medical journals in the decade from April 26, 2012, to April 26, 2022, for 85,529 papers, depicting growing public interest with time. It is worth noting, however, that interest is greatly skewed.
J Med Internet Res 2025;27:e64679
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Digital Assessment of Cognitive Health in Outpatient Primary Care: Usability Study
JMIR Form Res 2025;9:e66695
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