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Using Machine Learning to advance primary care: an example of predictive modeling of hypertension risk to impact outcomes [Hypertension]

Annals of Family Medicine

Context: While hypertension is the most common chronic disease cared for during adult primary care visits, it is challenging to know which hypertensive patients have the highest risk of cardiovascular complications in the future. A total of 269,411 patients were used for model training.

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Intervention Strategies for Management of Comorbid Depression Among Individuals With Hypertension: A Scoping Review [Cardiovascular disease]

Annals of Family Medicine

Background: Hypertension and depression frequently co-occur, complicating patient management and worsening outcomes. This scoping review aims to systematically map non-pharmacological interventions for managing comorbid hypertension and depression, providing insights into current practices and guiding future research.

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The T-Connector Approach: a simultaneous method for in-office assessment of home blood pressure monitor accuracy [Hypertension]

Annals of Family Medicine

Context Hypertension Canada recommends home blood pressure monitors (HBPM) for diagnosing and managing hypertension. This makes determining HBPM accuracy of great clinical importance, but there is no established method of doing so in the office. Setting Kaye Edmonton Clinic Family Medicine Clinic and a hypertension research lab.

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Clinical Reasoning Corner: Pre and Posttest Probability – Jack Penner

The Clinical Problem Solvers

Welcome, Clinical Problem Solvers, to our first post in the “Clinical Reasoning Corner,” where we will take a deeper dive into key concepts that shape how we think through cases. The “Clinical Reasoning Corner” will provide an introduction to the topics that keep our reasoning rooted in the core principles of clinical problem solving.

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Clinical Reasoning Corner: Likelihood Ratios

The Clinical Problem Solvers

Clinical Reasoning Corner: Likelihood Ratios By Jack Penner Welcome back, Clinical Problem Solvers! Thank you for reading the latest post in our “Clinical Reasoning Corner”, where we discuss key clinical reasoning principles that shape how we think through cases. The inverse also holds true An LR of 0.5

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Episode 148: Antiracism in Medicine Series Episode 4 – Dismantling Race-Based Medicine Part 2: Clinical Perspectives

The Clinical Problem Solvers

Nwamaka Eneanya and Jennifer Tsai to discuss the limitations and harms of race-based medicine in clinical practice. Our guests explain how we can incorporate race-conscious medicine in clinical settings, medical education, and biomedical/epidemiological research to responsibly recognize and address the harms of racial inequality.

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Ambulatory Behavioral Health Referral Patterns in the Setting of Chronic Medical Conditions [Behavioral, psychosocial, and mental illness]

Annals of Family Medicine

Context: Patients with chronic medical conditions (CCs) and behavioral comorbidities have lower quality of life and increased healthcare expenses. Our work builds a foundation for cost-effective workflows to support patients with multimorbidity. 8% (n= 1,146) were ordered for medical condition management.

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