ArticleHealth affairs (Project Hope)2023
Promoting Equity In Clinical Decision Making: Dismantling Race-Based Medicine.
Article in Health affairs (Project Hope), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed.
- Recommended guidelines concerning artificial intelligence and health equity: a scoping review.Health affairs scholar · 2026Review
- Heart rate variability and emotion regulation: Multiethnic differences in reappraisal and suppression.Emotion (Washington, D.C.) · 2026Article
- Advancing Race-Conscious Medicine: Using Debate to Promote Critical Appraisal of Race in Medical Literature.Journal of general internal medicine · 2026Article
- Considerations of race and ethnicity within rehabilitation studies for post COVID-19 condition: A scoping review.PM & R : the journal of injury, function, and rehabilitation · 2026Article
- Artificial intelligence and digital health equity: a post-pandemic evidence synthesis and implementation safeguards framework.Frontiers in digital health · 2026Review
- Shifts in Cohort Eligibility With Deimplementation of Race-specific Guidance for Hepatocellular Carcinoma Surveillance.Gastro hep advances · 2026Article
- Clinically Significant Neuroimaging Findings Among Pediatric Patients Presenting to the Emergency Department With Symptoms of Psychosis: A Multicenter Retrospective Study.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2026Article
- Ensemble learning to enhance accurate identification of patients with glaucoma using electronic health records.JAMIA open · 2025Article
- Intersectional dynamics and care disparities in intrapartum electronic fetal monitoring: a socio-technical systems perspective.BMC pregnancy and childbirth · 2025Article
- Promoting transparency in AI for biomedical and behavioral research.Nature medicine · 2025Article
- A scoping review of machine learning models to predict risk of falls in elders, without using sensor data.Diagnostic and prognostic research · 2025Review
- Genes, culture, and scientific racism.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Application of Predictive Analytics in Pregnancy, Birth, and Postpartum Nursing Care.MCN. The American journal of maternal child nursingArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
As the use of artificial intelligence has spread rapidly throughout the US health care system, concerns have been raised about racial and ethnic biases built into the algorithms that often guide clinical decision making. Race-based medicine, which relies on algorithms that use race as a proxy for biological differences, has led to treatment patterns that are inappropriate, unjust, and harmful to minoritized racial and ethnic groups. These patterns have contributed to persistent disparities in health and health care. To reduce these disparities, we recommend a race-aware approach to clinical decision support that considers social and environmental factors such as structural racism and social determinants of health. Recent policy changes in medical specialty societies and innovations in algorithm development represent progress on the path to dismantling race-based medicine. Success will require continued commitment and sustained efforts among stakeholders in the health care, research, and technology sectors. Increasing the diversity of clinical trial populations, broadening the focus of precision medicine, improving education about the complex factors shaping health outcomes, and developing new guidelines and policies to enable culturally responsive care are important next steps.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.