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Nichijy\u014d Seikatsu Kin\u014d Hy\u014dka Hy\u014dka no Tebiki [Guidelines for the Assessment of Activities of Daily Living]. https:\/\/www.mhlw.go.jp\/file\/06-Seisakujouhou-12400000-Hokenkyoku\/0000038913.pdf [in Japanese] (accessed December 19, 2025)."},{"key":"22","doi-asserted-by":"crossref","unstructured":"22) Harrell FE Jr.: Regression modeling strategies: with applications to linear models, logistic and ordinal regression, and survival analysis. 2nd ed, Springer, New York, 2015.","DOI":"10.1007\/978-3-319-19425-7"},{"key":"23","doi-asserted-by":"crossref","unstructured":"23) Steyerberg EW, Vergouwe Y: Towards better clinical prediction models: seven steps for development and an ABCD for validation. Eur Heart J. 2014; 35: 1925\u20131931.","DOI":"10.1093\/eurheartj\/ehu207"},{"key":"24","doi-asserted-by":"crossref","unstructured":"24) Draper NR, Smith H: Applied regression analysis. 3rd ed. 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