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References from Identification and risk prediction models for social frailty in older adults: a systematic review. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2022 · External reference
Social frailty in older people: a concept analysis
10.15649/cuidarte.4939 · 2025 · External reference
Prevalence of social frailty in older adults: a meta-analysis
10.3969/j.issn.2097-1826.2023.04.024 · 2023 · External reference
Prevalence of social frailty and risk factors among community-dwelling older adults: a systematic review and meta-analysis
10.1016/j.archger.2024.105419 · 2024 · External reference
Prevalence of social frailty and its associated factors in the older Chinese population: a national cross-sectional study
10.1186/s12877-023-04241-1 · 2023 · External reference
Social frailty as a predictor of adverse outcomes among older adults: a systematic review and meta-analysis
10.1007/s40520-023-02421-y · 2023 · External reference
Social frailty increases the risk of all-cause mortality: a longitudinal analysis of the English Longitudinal Study of Ageing
10.1016/j.exger.2022.111901 · 2022 · External reference
Social frailty predicts incident disability and mortality among community-dwelling Japanese older adults
10.1016/j.jamda.2018.09.013 · 2018 · External reference
Prevalence and determinants of social frailty among community-dwelling empty-nest older adults in China
10.3389/fpubh.2026.1860833 · 2026 · External reference
Effect of multicomponent exercise intervention on multidimensional frailty in older adults with mild cognitive impairment: a secondary analysis of the MIND-STEP randomised clinical trial
10.1093/ageing/afag111 · 2026 · External reference
Incidence and predictive value of social frailty among community-dwelling older adults in Southwest China: a prospective cohort study
10.3389/fpubh.2023.1103651 · 2023 · External reference
Methods and application practice of clinical prediction model development
10.3760/cma.j.cn112338-20250415-00246 · 2025 · External reference
Transparent reporting of multivariable prediction models for individual prognosis or diagnosis: checklist for systematic reviews and meta-analyses (TRIPOD-SRMA)
10.1136/bmj-2022-073538 · 2023 · External reference
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
10.1136/bmj.n71 · 2021 · External reference
Critical appraisal and data extraction for systematic reviews of prediction modelling studies: the CHARMS checklist
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PROBAST: a tool to assess the risk of bias and applicability of prediction model studies
10.7326/m18-1376 · 2019 · External reference
Development of risk prediction models for incident frailty and their performance evaluation
10.1016/j.ypmed.2021.106768 · 2021 · External reference
Frailty risk prediction model among older adults: a Chinese nation-wide cross-sectional study
10.3390/ijerph19148410 · 2022 · External reference
A calibration hierarchy for risk models was defined: from utopia to empirical data
10.1016/j.jclinepi.2015.12.005 · 2016 · External reference
Development and validation of a preliminary clinical support system for measuring the probability of incident 2-year (pre)frailty among community-dwelling older adults: a prospective cohort study
10.1016/j.ijmedinf.2023.105138 · 2023 · External reference
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10.26921/d.cnki.ganyu.2025.002030 · 2025 · External reference
Development of a social frailty risk prediction model for older patients with type 2 diabetes mellitus
10.20043/j.cnki.mpm.202507372 · 2026 · External reference
Influencing factors of social frailty and development of a risk prediction model in older patients receiving maintenance haemodialysis
10.20043/j.cnki.mpm.202406026 · 2025 · External reference
Development of a clinical support system for identifying social frailty
10.1016/j.ijmedinf.2019.103979 · 2019 · External reference
Development and validation of a social frailty risk prediction model for community-dwelling older adults with chronic diseases
10.12102/j.issn.1009-6493.2026.08.003 · 2026 · External reference
10.26988/d.cnki.gcdzu.2023.000658
10.26988/d.cnki.gcdzu.2023.000658 · 2023 · External reference
Development and validation of a social frailty prediction model for older patients receiving maintenance haemodialysis
10.12102/j.issn.1009-6493.2026.12.002 · 2026 · External reference
Development and validation of a social frailty risk prediction model for older patients with gastric cancer
10.3760/cma.j.cn115682-20250825-04550 · 2026 · External reference
Development and comparison of machine learning-based prediction models for social frailty in older patients receiving maintenance haemodialysis
10.3760/cma.j.cn115682-20250909-04835 · 2026 · External reference
Social frailty as a predictor of mortality among older adults in four Colombian departments: evidence from the SABE survey
10.1186/s12877-026-07731-0 · 2026 · External reference
Risk prediction models for frailty in older adults: a systematic review and critical appraisal
10.1016/j.ijnurstu.2025.105068 · 2025 · External reference
Social frailty is associated with physical functioning, cognition, and depression, and predicts mortality
10.1007/s12603-018-1054-0 · 2018 · External reference
Translation and psychometric testing of the Chinese version of the Social Frailty Index
2023 · External reference
Performance of an abbreviated version of the Lubben Social Network Scale among three European community-dwelling older adult populations
10.1093/geront/46.4.503 · 2006 · External reference
Regression shrinkage and selection via the lasso
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
10.1016/j.jclinepi.2019.02.004 · 2019 · External reference
Risk prediction models for frailty in patients receiving maintenance haemodialysis: a systematic review
2026 · External reference
Evaluation of clinical prediction models (part 1): from development to external validation
10.1136/bmj-2023-074819 · 2024 · External reference
Assessing the clinical impact of risk prediction models with decision curves: guidance for correct interpretation and appropriate use
10.1200/jco.2015.65.5654 · 2016 · External reference
Understanding decision curve analysis in clinical prediction model research
10.1093/postmj/qgae027 · 2024 · External reference
Explaining predictive model performance: an experimental study of data preparation and model choice
10.1089/big.2021.0067 · 2023 · External reference
Guide to presenting clinical prediction models for use in clinical settings
10.1136/bmj.l73 · 2019 · External reference