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Authors
Zhang, Yu-zhen
Wu, Hai-ying
Ma, Run-wei
Feng, Bo
Yang, Rui
Chen, Xiao-gang
Li, Min-xiao
Cheng, Li-ming
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Article History
Received: 29 October 2024
Accepted: 24 January 2025
First Online: 25 January 2025
Declarations
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: The authors declare that they have no competing interests.
: All participants provided informed consent as part of the data collection process. The survey protocols were reviewed and approved by the National Center for Health Statistics (NCHS) Research Ethics Review Board. Since this study utilized de-identified secondary data, no additional ethics approval was required. The predictive model has been deployed on an online platform in strict compliance with data privacy and security regulations. The online tool does not collect or store user data, and all inputs are processed locally with encryption. The model is intended solely for educational and screening purposes and is not a formal diagnostic tool. Users are advised to consult healthcare professionals for further evaluation.
: This manuscript has not been submitted or published elsewhere in part or in full.
