ArticleJournal of general internal medicine2024
Paths Forward for Clinicians Amidst the Rise of Unregulated Clinical Decision Support Software: Our Perspective on NarxCare.
Article in Journal of general internal medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Evaluating the validity and performance of a modifiable prediction model to predict new long-term opioid use in prescription drug monitoring programs.JAMIA open · 2026Article
- Vigilant Algorithms and the Contagion of Risk in Automated Opioid Risk Assessment.Sociology of health & illness · 2026Article
- Short-Term and Long-Term Opioid Prescribing by Specialty, 2010 to 2024.JAMA network open · 2026Article
- Responsible AI for safer opioid risk management in older adults.npj health systems · 2026Article
- Algorithmic opacity in opioid risk scoring and the need for transparent AI regulation.NPJ digital medicine · 2026Article
- Public Trust, Private Data: Four Considerations for the Future of Health.American journal of public health · 2026Article
- Purposeful Shared Decision-Making in Caring for and with Patients with Chronic Pain Receiving Opioid Therapy.Journal of general internal medicine · 2025Article
- The Rise of Clinical Decision Support Algorithms in Pain Management 2009-2024.Journal of general internal medicine · 2025Article
- Are Treatment Services Ready for the Use of Big Data Analytics and AI in Managing Opioid Use Disorder?Journal of medical Internet research · 2025Article
- Design and development of a machine-learning-driven opioid overdose risk prediction tool integrated in electronic health records in primary care settings.Bioelectronic medicine · 2024Article
- Transforming Cardiovascular Care With Artificial Intelligence: From Discovery to Practice: JACC State-of-the-Art Review.Journal of the American College of Cardiology · 2024Review
- Letter to the Editor Responding to "Paths Forward for Clinicians Amidst the Rise of Unregulated Clinical Decision Support Software: Our Perspective on NarxCare".Journal of general internal medicine · 2024Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Amidst the US overdose epidemic, policymakers, law enforcement agencies, and healthcare institutions have contributed to a decrease in opioid prescribing, assuming reduced mortality would result-an assumption we now understand was oversimplified. At this intersection between public health and public safety domains as they relate to opioid prescribing, unregulated and proprietary clinical decision support tools have emerged without rigorous external validation or public data sharing. In the following piece, we discuss challenges facing clinicians practicing medicine amidst unregulated clinical decision support tools, using the case of Bamboo Health's NarxCare-a prescription drug monitoring program-based analytics platform marketed as a clinical decision support tool-that is already positioned to impact over 1 billion patient encounters annually. We argue that sufficient evidence does not yet exist to support NarxCare's wide implementation, and that clinical decision support tools like NarxCare have flourished in recent years due to a lack of federal regulatory oversight and shielding by their proprietary formulas, which have facilitated their unchecked and outsized influence on patient care. Finally, we suggest specific actions by federal regulatory agencies, healthcare institutions, individual clinicians, and researchers, as well as academic journals, to mitigate potential harms associated with unregulated clinical decision support tools.
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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.