Sunday, February 15, 2026
ISSN 2765-8767
  • Survey
  • Podcast
  • Write for Us
  • My Account
  • Log In
Daily Remedy
  • Home
  • Articles
  • Podcasts
    The Future of LLMs in Healthcare

    The Future of LLMs in Healthcare

    January 26, 2026
    The Future of Healthcare Consumerism

    The Future of Healthcare Consumerism

    January 22, 2026
    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    July 1, 2025

    The cost structure of hospitals nearly doubles

    July 1, 2025
    Navigating the Medical Licensing Maze

    The Fight Against Healthcare Fraud: Dr. Rafai’s Story

    April 8, 2025
    Navigating the Medical Licensing Maze

    Navigating the Medical Licensing Maze

    April 4, 2025
  • Surveys

    Surveys

    AI in Healthcare Decision-Making

    AI in Healthcare Decision-Making

    February 1, 2026
    Patient Survey: Understanding Healthcare Consumerism

    Patient Survey: Understanding Healthcare Consumerism

    January 18, 2026

    Survey Results

    Can you tell when your provider does not trust you?

    Can you tell when your provider does not trust you?

    January 18, 2026
    Do you believe national polls on health issues are accurate

    National health polls: trust in healthcare system accuracy?

    May 8, 2024
    Which health policy issues matter the most to Republican voters in the primaries?

    Which health policy issues matter the most to Republican voters in the primaries?

    May 14, 2024
    How strongly do you believe that you can tell when your provider does not trust you?

    How strongly do you believe that you can tell when your provider does not trust you?

    May 7, 2024
  • Courses
  • About Us
  • Contact us
  • Support Us
  • Official Learner
No Result
View All Result
  • Home
  • Articles
  • Podcasts
    The Future of LLMs in Healthcare

    The Future of LLMs in Healthcare

    January 26, 2026
    The Future of Healthcare Consumerism

    The Future of Healthcare Consumerism

    January 22, 2026
    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    July 1, 2025

    The cost structure of hospitals nearly doubles

    July 1, 2025
    Navigating the Medical Licensing Maze

    The Fight Against Healthcare Fraud: Dr. Rafai’s Story

    April 8, 2025
    Navigating the Medical Licensing Maze

    Navigating the Medical Licensing Maze

    April 4, 2025
  • Surveys

    Surveys

    AI in Healthcare Decision-Making

    AI in Healthcare Decision-Making

    February 1, 2026
    Patient Survey: Understanding Healthcare Consumerism

    Patient Survey: Understanding Healthcare Consumerism

    January 18, 2026

    Survey Results

    Can you tell when your provider does not trust you?

    Can you tell when your provider does not trust you?

    January 18, 2026
    Do you believe national polls on health issues are accurate

    National health polls: trust in healthcare system accuracy?

    May 8, 2024
    Which health policy issues matter the most to Republican voters in the primaries?

    Which health policy issues matter the most to Republican voters in the primaries?

    May 14, 2024
    How strongly do you believe that you can tell when your provider does not trust you?

    How strongly do you believe that you can tell when your provider does not trust you?

    May 7, 2024
  • Courses
  • About Us
  • Contact us
  • Support Us
  • Official Learner
No Result
View All Result
Daily Remedy
No Result
View All Result
Home Politics & Law

Revising the Opioid Guidelines

Daily Remedy by Daily Remedy
August 8, 2021
in Politics & Law
0

Nuance – if there is a single word that could describe the essence of the National Center for Injury Prevention and Control (NCIPC) meeting last week which discussed revising the 2016 Centers for Disease Control and Prevention (CDC) opioid prescribing guidelines – this would be it.

So if nuance is the word that defines the meeting, then we should inquire into the meaning of nuance. Since how people speak reflects how people think.

Nuance is defined as a subtle distinction or variation, but the manner in which it was applied during the meeting suggests a different definition – complex. So after nearly five years of debating the validity of the CDC guidelines, we arrive at where we began – the diagnosis and treatment of pain using opioids is complex, ‘requiring nuance’.

A phrase repeated ad nauseam during the meeting. But in referring to pain management as a fundamentally complex concept, one that requires nuance, were the committee members defining it appropriately, or simply side-stepping any definition at all?

This is the problem with nuance, just as it is the problem with complexity. Often the conversation devolves into meaningless generalities rather than addressing the core issue at hand. To say something is complex often relies upon a broad definition, more conceptual than anything else.

And when it comes time to apply that definition within a specific context – or a specific application – the nuances give way to the concrete.

What is complex becomes simple.

This is a well known tendency. Largely responsible for why we landed here in the first place, needing to revise the guidelines at all. They were a poor approximation of all the complexity that goes into opioid prescribing.

The decision-making is complex, so we simplified it with guidelines. But in simplifying something complex, we find errors of approximation – manifesting as unintended consequences.

We knew this 2016 when we codified the guidelines. But from the manner in which committee members spoke, it appears as though we just now realized opioid prescribing is complex – or requiring nuance.

The circular logic was on full display throughout the meeting, and the logical fallacy might portend similar failings in the revised guidelines. Since how people think reflects how people act.

The tendency for people to speak complexly yet act with certain simplicity is the singular conceptual problem perpetuating the opioid epidemic. And explains why no guideline, no matter how well constructed, how well intentioned, can address the systemic root of the opioid epidemic.

The systemic root is epistemological, rooted in how we think, the thoughts we form. The guidelines should not try to codify decisions by their most apparent outcome, nor by the most obvious point of decision-making.

Rather the guidelines should emphasize particular patterns of thought, focusing on critical junctures of decision-making in which the balance of proper legal oversight balances alongside the protection of patient’s healthcare rights.

A balance not necessarily the same for every person, but one that should be pursued for every patient.

Maybe this is not quite a guideline. Maybe I too am side-stepping the issue, in favor of nuance.

Maybe that is what is ultimately needed.

Forgo the desire for revised guidelines in favor of a conceptual shift in how we think about opioid prescribing.

ShareTweet
Daily Remedy

Daily Remedy

Dr. Jay K Joshi serves as the editor-in-chief of Daily Remedy. He is a serial entrepreneur and sought after thought-leader for matters related to healthcare innovation and medical jurisprudence. He has published articles on a variety of healthcare topics in both peer-reviewed journals and trade publications. His legal writings include amicus curiae briefs prepared for prominent federal healthcare cases.

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Videos

In this episode, the host discusses the significance of large language models (LLMs) in healthcare, their applications, and the challenges they face. The conversation highlights the importance of simplicity in model design and the necessity of integrating patient feedback to enhance the effectiveness of LLMs in clinical settings.

Takeaways
LLMs are becoming integral in healthcare.
They can help determine costs and service options.
Hallucination in LLMs can lead to misinformation.
LLMs can produce inconsistent answers based on input.
Simplicity in LLMs is often more effective than complexity.
Patient behavior should guide LLM development.
Integrating patient feedback is crucial for accuracy.
Pre-training models with patient input enhances relevance.
Healthcare providers must understand LLM limitations.
The best LLMs will focus on patient-centered care.

Chapters

00:00 Introduction to LLMs in Healthcare
05:16 The Importance of Simplicity in LLMs
The Future of LLMs in HealthcareDaily Remedy
YouTube Video U1u-IYdpeEk
Subscribe

AI Regulation and Deployment Is Now a Core Healthcare Issue

Clinical Reads

Ambient Artificial Intelligence Clinical Documentation: Workflow Support with Emerging Governance Risk

Ambient Artificial Intelligence Clinical Documentation: Workflow Support with Emerging Governance Risk

by Daily Remedy
February 1, 2026
0

Health systems are increasingly deploying ambient artificial intelligence tools that listen to clinical encounters and automatically generate draft visit notes. These systems are intended to reduce documentation burden and allow clinicians to focus more directly on patient interaction. At the same time, they raise unresolved questions about patient consent, data handling, factual accuracy, and legal responsibility for machine‑generated records. Recent policy discussions and legal actions suggest that adoption is moving faster than formal oversight frameworks. The practical clinical question is...

Read more

Join Our Newsletter!

Twitter Updates

Tweets by TheDailyRemedy

Popular

  • The Information Epidemic: How Digital Health Misinformation Is Rewiring Clinical Risk

    The Information Epidemic: How Digital Health Misinformation Is Rewiring Clinical Risk

    0 shares
    Share 0 Tweet 0
  • Prevention Is Having a Moment and a Measurement Problem

    0 shares
    Share 0 Tweet 0
  • Child Health Is Now a Platform Issue

    0 shares
    Share 0 Tweet 0
  • Behavioral Health Is Now a Network Phenomenon

    0 shares
    Share 0 Tweet 0
  • The Breach Is the Diagnosis: Cybersecurity Has Become a Clinical Risk Variable

    0 shares
    Share 0 Tweet 0
  • 628 Followers

Daily Remedy

Daily Remedy offers the best in healthcare information and healthcare editorial content. We take pride in consistently delivering only the highest quality of insight and analysis to ensure our audience is well-informed about current healthcare topics - beyond the traditional headlines.

Daily Remedy website services, content, and products are for informational purposes only. We do not provide medical advice, diagnosis, or treatment. All rights reserved.

Important Links

  • Support Us
  • About Us
  • Contact us
  • Privacy Policy
  • Terms and Conditions

Join Our Newsletter!

  • Survey
  • Podcast
  • About Us
  • Contact us

© 2026 Daily Remedy

No Result
View All Result
  • Home
  • Articles
  • Podcasts
  • Surveys
  • Courses
  • About Us
  • Contact us
  • Support Us
  • Official Learner

© 2026 Daily Remedy