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Examining the role of Artificial Intelligence in Age-appropriate Cancer screening: A Scoping review [Systematic review, meta-analysis, or scoping review]

Annals of Family Medicine

This review focuses on the application of AI in age-appropriate cancer screening tests. Study design: We conducted a scoping review of various AI tools aimed at enhancing screening rates and cancer detection. A comprehensive search of Google Scholar and PubMed identified 26,090 articles.

Screening 130
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Pain-Related Medication in Adults with Intellectual Disability: a systematic review [Pain management]

Annals of Family Medicine

Results: 21,603 articles identified. Following removal of duplicates 20,425 titles, 2,716 abstracts, 341 full-text articles were screened; 28 articles were eligible for inclusion. Screening completed by two independent reviewers; conflicts resolved through consensus.

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What Does “NNT” Mean and Why Should You Care?

Family Medicine Initiative

While I strive to write evidence-based but easy-to-understand articles, I believe the NNT is a research concept every GP should know. Similar Concepts: Number Needed to Harm ( NNH ) and Number Needed to Screen ( NNS ) are the equivalents for adverse effects and screenings. What is the NNT? How to calculate it?

GP 130
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“The physician–patient encounter is health care’s choke point” -NEJM

A Country Doctor Writes

Six years ago, I wrote the essay below about an article I read in the New England Journal of Medicine. This week’s Journal has a very profound article about why healthcare has not evolved through its technology the way other sectors of society have. We meet people where they are and in many different ways.

Patients 130
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"Sludge audits" identify obstacles to completing colorectal cancer screening

Common Sense Family Doctor

A 2022 article in the Harvard Business Review introduced the term sludge to describe “these types of situations in which the design of a specific process consistently impedes individuals from completing their intended action.”

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What's new in osteoporosis screening and fracture prevention?

Common Sense Family Doctor

In the two years since publication of the latest American Family Physician review article on osteoporosis , new guidelines and research studies have enhanced management of this common condition. Preventive Services Task Force (USPSTF) updated its recommendations on screening for osteoporosis. In early 2025, the U.S.

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Effect of vitamin D supplementation on patients with low back pain; A systematic review [Musculoskeletal and rheumatology]

Annals of Family Medicine

Roland Morris Disability Questionnaire, Patient-Specific Functional Scale), or subjective measure of improvement in people with LBP following vitamin D supplementation Results: 2383 articles were screened by two reviewers after removing the duplicates. visual analog scale [VAS], Face Scale, numeric rating scale [NRS]), function (e.g.,

Patients 130