Cognitive test and self-perceived health and social functioning presented for the low-moderate and high PA levels group.

<p>Dots represent individual subjects, the boxplots depict the median (central horizontal line) and interquartile range (box), while the mean is indicated by a diamond symbol. The right portion of each boxplot displays the full data distribution for the respective group. PA = Physical Activity...

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Bibliographic Details
Main Author:	Xin Zhang (35492) (author)
Other Authors:	Xiaoping Zheng (566379) (author), Hans Hobbelen (14230193) (author), Barbara van Munster (3505451) (author), Qian Tong (3972851) (author), Tianzhuo Yu (14635331) (author), Feng Li (30515) (author), Claudine J.C. Lamoth (22560204) (author)
Published:	2025
Subjects:	Medicine Developmental Biology Cancer Science Policy Mental Health Biological Sciences not elsewhere classified shapley additive explanations reported social support machine learning algorithm levels vary significantly extreme gradient boosting aged &# 8805 physical activity levels reported health perceptions improved health outcomes general older population physical performance measures shap analysis revealed frail older adults examine factors associated 90 %, sensitivity china </ p high pa group auc ), accuracy general health physical function xgboost ), northeast china model performance health behaviors xlink "> study aims structured mobility sectional study rural areas may contribute including demographics including community farmers ). factors contributing enhanced quality enhance interpretability dimensional data binary classification assessed using 70 years 63 %). 60 years 187 met 162 met
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Cognitive test and self-perceived health and social functioning presented for the low-moderate and high PA levels group.

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