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Implementation of a novel linkage of primary care electronic medical record data with hospital data in South Eastern Ontario [Big data]

Annals of Family Medicine

Combining these datasets in a consolidated data repository could result in an improved understanding of the care journey, support the healthcare needs of Ontario Health Team priority populations, promote continuity of care improvements across sectors, and decrease burden on emergency departments (EDs) and primary care providers.

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Profiling patterns of patient experiences of access to care and continuity at team-based primary healthcare clinics [Health care services, delivery, and financing]

Annals of Family Medicine

Setting/Dataset: 121,570 registered patients over 18 years of age with an email address available in their electronic medical record. Having at least one chronic condition (p=0.004) or poor perceived mental health (p=0.048) were associated with experiencing continuity difficulties.

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How Mental Health & SUD Bias Impact ED Physical Care

Physician's Weekly

Mental health and SUD bias impact the quality of ED care that patients with these conditions receive for physical health concerns, according to research. Many respondents described an abrupt shift in clinician demeanor—“dismissive,” “rushed,” or “unprofessional”—once their mentalhealth history surfaced.

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Implementation of Combined PCBH and CCBHC Models: Key Considerations

Integrated Care News by CFHA

On January 7, 2025, SAMHSA announced the award of one-year Certified Community Behavioral Health Clinics (CCBHCs) Demonstration planning grants to 14 states and Washington, D.C., CCBHCs focus on comprehensive behavioral health services, ensuring 24/7 crisis care, care coordination, and a broader continuum of behavioral health treatment.

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Validation of Mood and Anxiety Disorder Case Definitions using Primary Care Electronics Medical Records [Big data]

Annals of Family Medicine

Context: Mental health conditions have increasing prevalence, co-occurrence, and high management burden within primary care settings. Objective: To validate and apply electronic medical record (EMR)-based definitions for mood and anxiety disorders (inc. depression, anxiety, bipolar disorder), and schizophrenia.

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4 Ways Temporary Medical Staff Maintain Patient Care

Barton Associates

Across the United States, tens of millions of Americans live in areas with shortage s of primary care, dental, and mental health professionals. By filling vacancies in critical positions, temporary medical staff help maintain essential service and ensure continuity of patient care. Many healthcare facilities in the U.S.

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The Healthcare Vision of ChatGPT-4o and Multimodal LLMs

The Medical Futurist

Large language models will soon find their way in to everyday clinical settings , simply because the global shortage of healthcare personnel is becoming dire and AI will lend a hand with tasks that do not require skilled medical professionals. Current medical AIs only process one type of data, for example, text or X-ray images.