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References from Managing existing pain: Predicting pain progression and improvement using machine learning approaches. Local targets link to admitted publications; unresolved targets remain external evidence.
10.15620/cdc/169630
10.15620/cdc/169630 · External reference
10.17226/24781
10.17226/24781 · External reference
Pain and disability transitions among older Americans: the role of education
10.1016/j.jpain.2023.01.014 · 2023 · External reference
Longitudinal association between pain, and depression and anxiety over four years
10.1016/j.jpsychores.2014.10.011 · 2015 · External reference
Is the relationship between chronic pain and mortality causal? A propensity score analysis
2024 · External reference
Factors associated with life satisfaction in older adults with chronic pain (PainS65+)
10.2147/jpr.s234565 · 2020 · External reference
Economic Costs of Chronic Pain—United States, 2021
10.1097/mlr.0000000000002181 · 2025 · External reference
From real-world patient data to individualized treatment effects using machine learning: current and future methods to address underlying challenges
10.1002/cpt.1907 · 2021 · External reference
Social determinants, cardiovascular disease, and health care cost: a nationwide study in the united states using machine learning
10.1161/jaha.122.027919 · 2023 · External reference
Machine learning in epidemiology and health outcomes research
2019 · External reference
Social determinants in machine learning cardiovascular disease prediction models: a systematic review
10.1016/j.amepre.2021.04.016 · 2021 · External reference
The Problem of Pain in the United States: A Population-Based Characterization of Biopsychosocial Correlates of High Impact Chronic Pain Using the National Health Interview Survey
10.1016/j.jpain.2023.03.008 · 2023 · External reference
Predicting the course of high-impact chronic pain using machine learning algorithms
10.1016/j.jpain.2026.106252 · 2026 · External reference
Problem of pain in the USA: evaluating the generalisability of high-impact chronic pain models over time using National Health Interview Survey (NHIS) data
10.1136/bmjph-2024-001628 · 2025 · External reference
Prevalence of Pharmacologic and Nonpharmacologic Pain Management Therapies Among Adults With Chronic Pain—United States, 2020
10.7326/m23-2004 · 2023 · External reference
The Association between the Supply of Nonpharmacologic Providers, Use of Nonpharmacologic Pain Treatments, and High-risk Opioid Prescription Patterns among Medicare Beneficiaries with Persistent Musculoskeletal Pain
10.1097/mlr.0000000000001299 · 2020 · External reference
Educational Differences in Life Expectancies With and Without Pain
2023 · External reference
Development of chronic pain and high-impact chronic pain across the US rural–urban continuum, 2019–2020
10.1111/jrh.70036 · 2025 · External reference
Healthy aging in place: perceptions of rural older adults
10.1080/03601277.2013.802191 · 2014 · External reference
Estimated Rates of Incident and Persistent Chronic Pain Among US Adults, 2019-2020
10.1001/jamanetworkopen.2023.13563 · 2023 · External reference
Unresolved reference
External reference
Assessing risk factors and comorbidities in the treatment of chronic pain: a narrative review
10.1007/s11916-024-01249-z · 2024 · External reference
Does the Number of Comorbidities Predict Pain and Disability in Older Adults With Chronic Low Back Pain? A Longitudinal Study With 6- and 12-Month Follow-ups
10.1519/jpt.0000000000000400 · 2024 · External reference
Reasons for opioid use among patients with dependence on prescription opioids: the role of chronic pain
10.1016/j.jsat.2014.03.004 · 2014 · External reference
Men and health help-seeking behaviour: Literature review
10.1111/j.1365-2648.2004.03331.x · 2005 · External reference
Age and gender differences in health service utilization
2005 · External reference
Food insecurity is associated with chronic pain and high-impact chronic pain in the USA
10.1017/s1368980023002732 · 2024 · External reference
Economic fragility of older adults: factors contributing to a continuing crisis
10.1080/08959420.2024.2384190 · 2025 · External reference
10.1515/9780691217062
10.1515/9780691217062 · External reference
Race, healthcare, and health disparities: a critical review and recommendations for advancing health equity
10.5811/westjem.58408 · 2023 · External reference
Neuro-immunity controls obesity-induced pain
10.3389/fnhum.2020.00181 · 2020 · External reference
Unresolved reference
External reference
Cumulative advantage/disadvantage and the life course: cross-fertilizing age and social science theory
2003 · External reference
Education, age, and the cumulative advantage in health
10.2307/2137234 · 1996 · External reference
