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Artificial Intelligence in Health Care

Integrated Care News by CFHA

Reclaiming Time and Attention Primary care professionals may log more than eleven hours a day, over half of it in the electronic health record (Menchaca, 2025). How are you integrating AI into your clinical, teaching or supervisory work? Annals of Family Medicine , 23(1), 5–6. References Menchaca, J.

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Transitional Care Management care team impact on no-show rates to hospital discharge appointments [Patient education/adherence]

Annals of Family Medicine

Context: The Transitional Care Management (TCM) clinic visit is a uniquely billed visit type to review a recently discharged patient’s hospital course, reconcile medications, and continue ongoing workup. Objective: Our objective was to improve the TCM clinic no-show rate and thereby improve patient outcomes.

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Optimizing Medical Legal Partnerships for sustainable public funding through the tele-legal model [Mixed methods research]

Annals of Family Medicine

Participating clinic sites offered convenience sample frame, patients with legal needs were identified through universal and secondary screening approach. Descriptive analysis utilized primary legal record and secondary electronic health record sources. Conclusions: Best practices for virtual model require on-site clinical champions.

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Test-Retest Reliability of Electronic Handgrip Dynamometry and Accelerometry Measured Muscle Function in Older Adults [Musculoskeletal and rheumatology]

Annals of Family Medicine

Utilizing new electronic handgrip dynamometer and accelerometer technologies may allow for additional muscle function attributes to be feasibly measured, which in turn, may help elevate prognostic value and specificity for intervention referral. Interclass correlation coefficients were used for the analyses. for maximal strength, 0.99

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Economic analysis of virtual Medical Legal Partnership model [Economic or policy analysis]

Annals of Family Medicine

Economic analysis utilized "difference in difference" methodology comparing individuals who received legal services to control groups: a) in the same clinic; b) in 12 other primary care clinics within the same health system. Setting or Dataset: Medicaid Claims, Epic electronic health record.

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Adoption, implementation, and impact of a Diabetes Navigator program based in primary care [Diabetes and endocrine disease]

Annals of Family Medicine

Population Studied: Patients with recent hemoglobin A1c levels of ≥8% were invited to join the Diabetes Navigator program, identified through the electronic health record at two academic primary care clinics. Navigator outreach time parallels that of a standard 15-minute clinic visit, on average.

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Developing actionable strategies to implement evidence-based breast cancer follow-up in primary care using codesign [Dissemination and implementation research]

Annals of Family Medicine

Population Studied: Primary care clinics. Intervention: Ongoing codesign process to optimize electronic health record (EHR) customizations and support materials for breast cancer survivorship care. Other suggestions included clinical documentation guidance to align with broader health system goals (e.g.,