Exploration of comorbidity mechanisms between chronic pain and depression: Machine learning prediction models and SHAP interpretability analysis based on the CHARLS cohort.

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Bibliographic Details
Title: Exploration of comorbidity mechanisms between chronic pain and depression: Machine learning prediction models and SHAP interpretability analysis based on the CHARLS cohort.
Authors: Dai TM; Affiliated Hospital 6 of Nantong University, Yancheng, China.; Yancheng Third People's Hospital, the affiliated hospital of Jiangsu Medical College, Yancheng, China., Yuan J; Yancheng Vocational College of Industry, Yancheng, China., Ma YY; Affiliated Hospital 6 of Nantong University, Yancheng, China.; Yancheng Third People's Hospital, the affiliated hospital of Jiangsu Medical College, Yancheng, China., Liu JJ; Affiliated Hospital 6 of Nantong University, Yancheng, China.; Yancheng Third People's Hospital, the affiliated hospital of Jiangsu Medical College, Yancheng, China.
Source: PloS one [PLoS One] 2026 Jun 08; Vol. 21 (6), pp. e0349135. Date of Electronic Publication: 2026 Jun 08 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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