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Artificial Intelligence in Health Care

Integrated Care News by CFHA

Traylor and colleagues (2025) show that generative‑AI tools can boost health literacy by translating medical jargon into plain language. Bridging the 17‑Year Research–Practice Gap Implementation scientists estimate that it takes about seventeen years for new evidence to become routine care (Rubin, 2023). References Menchaca, J.

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Training a diverse physician workforce: a survey of alumni of a medical education program focused on underserved populations [Education and training]

Annals of Family Medicine

Context: Concerns about declining diversity among medical students have emerged due to the Supreme Court’s 2023 ruling against race-based affirmative action in college admissions. Medical schools must now eliminate race or ethnicity considerations, making it imperative to develop innovative approaches to preserve recent progress.

Education 130
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Nested order panels for primary care medication and laboratory orders: adoption and impact on ordering efficiency [Health care services, delivery, and financing]

Annals of Family Medicine

Context: Electronic health record (EHR) order preference lists and order sets potentially improve efficiency but have limited utility in complex primary care settings. Setting: Primary care clinics partnered with an academic health center. nurse practitioners and physician assistants).

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Predicting Likelihood of Missed Appointments in Primary Care [Health care informatics]

Annals of Family Medicine

Objective To evaluate the association between patient, health system, geosocial, and environmental factors on the likelihood of MA in Family Medicine clinics. Setting Family medicine clinics in an academic medical center in southcentral Pennsylvania.

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Intensity of medication review activities in private and public clinics [Prescribing and pharmacotherapeutics]

Annals of Family Medicine

Context: Medication review is an essential part of most office visits. Objective: We aimed to compare medication review activities between private and public clinics. Study Design: Survey of medication review activities after primary care visits. vs 35.4%) and less likely Hispanic (20.7 vs 41.1%) background.

Clinic 130
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Evaluation of Universal Food Insecurity Screening in the Primary Care Setting [Social determinants and vulnerable populations]

Annals of Family Medicine

Comparison of FI for paired patients in 2022 and 2023. Population Studied Families of children ages 0-18yo at an urban pediatric primary care mobile medical clinic serving families in Washington, D.C. 73% of FI families had a FI ICD-10 code documented (Table 1).

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Exploring Medical Trainees Perspectives on Narrative Medicine Education and Narrative Humility [Qualitative research]

Annals of Family Medicine

Currently, the field of narrative-based medicine (NBM) lacks research that examines the potential harms of using dominant Western narrative forms to represent patients’ lived experiences. Population Studied: Participants were mainly medical students, as well as residents and clinicians. Respondents disagreed (Likert 2.2/5)

Education 130