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Three team members (J Wu, KX, and J Wang) completed the data extraction, each responsible for a specific portion of the videos. To ensure the accuracy of the data entry, we developed a unified operations manual, and cross-checking was conducted by another team member (SW) after the data entry was finished. In addition, we randomly selected 20% (30/153) of the videos for secondary verification, which resulted in a data consistency rate of over 95% (Figure 2).
Flowchart for data extraction and analysis.
JMIR Infodemiology 2025;5:e64792
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The Anemia Risk Warning Model Based on a Noninvasive Method: Key Insights and Clarifications
JMIR Med Inform 2025;13:e73297
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