AI Essay v JAMA-Sutton - ver 5 (where Claude edits Chat GPT 4 from 7000 to 5000 words)

 

ACCESS, Chronic Care, and the CMMI Savings Paradox

When Better Care for Under-Managed Patients May Cost More

CMS’s ACCESS model is a serious attempt to modernize Medicare payment for technology-enabled chronic care. Rather than paying for visits, devices, app clicks, or care-management minutes, ACCESS pays organizations for measurable improvement in chronic disease outcomes — an elegant and potentially important idea. But it also exposes a deeper CMMI paradox: under-managed Medicare patients may need more care, not less. Better management can mean more drugs, physical therapy, behavioral health, monitoring, labs, and specialist follow-up. Judged too narrowly on savings, ACCESS may reward low-cost metric improvement while discouraging the costly care activation patients actually need.

Bruce Quinn Associates LLC  ·  June 8, 2026

CMS’s ACCESS model is one of the most intellectually coherent CMMI models in recent years, and one of the most revealing. On its surface it is a voluntary Medicare demonstration for technology-supported chronic care, creating new payments for organizations that manage common chronic conditions: hypertension, dyslipidemia, obesity, prediabetes, diabetes, chronic kidney disease, atherosclerotic cardiovascular disease, chronic musculoskeletal pain, depression, and anxiety.

Destinations: Where "Road to Wigan Pier" Continues "To the Finland Station"

 Two Journeys into the Political Imagination

To the Finland Station and The Road to Wigan Pier: Two Journeys into the Political Imagination

Certain political books are remembered not only for their arguments, but for the destinations embedded in their titles. The destinations themselves become symbolic geography. In the case of To the Finland Station and The Road to Wigan Pier, the titles evoke movement toward places that are simultaneously real and metaphorical. Neither Finland Station nor Wigan Pier matters chiefly as physical location. Each is instead a staging ground for a meditation on socialism, modernity, and the moral condition of Europe in the age between the world wars.

Between Two Ferns, PhD

 

The Dialectics of Hostile Hospitality:
A Comparative Media Analysis of Jiminy Glick and Between Two Ferns

The contemporary faux-interview format occupies a peculiar and revealing niche within American comedic discourse. Neither fully parody nor fully journalism, the genre derives its power from the unstable relationship between interviewer and guest, authenticity and performance, aggression and conviviality. Two of the most influential exemplars of this form are Martin Short’s Jiminy Glick and Zach Galifianakis’s Between Two Ferns. Though often grouped together as adjacent species of anti-talk-show satire, the two projects embody profoundly different theories of embarrassment, celebrity, and conversational collapse.

At first glance, Jiminy Glick and Zach Galifianakis appear to employ identical tactics: inappropriate questions, grotesque non sequiturs, narcissistic interruptions, and a studied disregard for the comfort of celebrity guests. Yet beneath these surface similarities lie radically distinct comedic architectures. Jiminy Glick operates within the tradition of baroque excess, while Between Two Ferns belongs to the aesthetic of deadpan minimalism. One is centrifugal and overpopulated; the other is austere and claustrophobic.

Dept of Education Final Loans Rule, and NP's, PA's. Next steps.

• ED’s final loan rule narrows “professional degree” status, leaving many NP and PA students at lower graduate borrowing limits after Grad PLUS is eliminated. 
• The best argument against ED is statutory: Congress incorporated the older, broader professional-degree definition, which arguably already covered licensure-linked PA/NP programs. 
• ED’s defense is that “professional” must remain a narrow category like MD/JD/DDS, not all graduate clinical credentials. 
• The PA lawsuit has a serious but uncertain APA claim. 
• Congress could fix the issue cleanly by expressly including accredited NP/APRN and PA programs as professional degrees for loan-limit purposes, ideally through a narrow health-workforce amendment. 

Bottom line

As public policy, your instinct is strong: NPs and PAs are exactly the kind of high-social-value workforce Congress should want to expand, especially in primary care, rural care, behavioral health-adjacent care, and underserved settings. But the litigation is not mainly about whether that is good policy. It is about whether the Department of Education had statutory room to narrow “professional degree” so sharply after Congress cross-referenced the pre-existing 34 CFR § 668.2 definition.

My read: the challengers have a real, non-frivolous APA/statutory argument, especially on the claim that the Department converted an “include but are not limited to” professional-degree definition into a constrained doctoral/CIP-code/supervision framework. But success is not assured, because the Department wrote the rule with a litigation defense in mind: it argues that the old list was not meaningless, that “professional” must be narrower than “graduate,” and that Congress intended higher caps only for a bounded class of traditional professional degrees.

AI DIALOGS CMMI ACCESS (Book Chapter v4)

 

Source basis includes the CMS ACCESS materials, Shiff/Sutton JAMA Perspective, Liao Health Affairs critique, Brooks et al. OCM evaluation, the accepted-applicant list, and the prior AI long-form analysis.

ACCESS, Chronic Care, and the CMMI Savings Paradox

When Better Care for Under-Managed Patients May Cost More

CMS’s ACCESS model is one of the most intellectually coherent CMMI models in recent years. It is also one of the most revealing. On its surface, ACCESS is a voluntary Medicare demonstration for technology-supported chronic care. It creates new payments for organizations that manage common chronic conditions such as hypertension, dyslipidemia, obesity, prediabetes, diabetes, chronic kidney disease, atherosclerotic cardiovascular disease, chronic musculoskeletal pain, depression, and anxiety.

That description is accurate, but too small. ACCESS is better understood as an attempt to build a new Medicare payment architecture for modern chronic care. It asks whether Medicare can pay for longitudinal, digital, remote, asynchronous, hybrid, and AI-enabled care without simply creating another fee-for-service volume engine.

That is the real policy problem. Chronic disease care increasingly involves software, devices, messaging, remote monitoring, patient coaching, medication management, behavioral support, and algorithmically assisted triage. These activities do not map neatly to traditional office visits. But if CMS responds by creating a separate code for every digital touch, remote transmission, coaching minute, app interaction, algorithmic review, or care-management task, it recreates the old problem in new clothing. The system will optimize for billable activity.

AI DIALOGS ON CMMI ACCESS: 3rd Version "Rewrite book chapter"

[Requested "re write for clarity of ver 2.]

CMS’s ACCESS model is a serious attempt to modernize Medicare payment for technology-enabled chronic care. Instead of paying for visits, devices, app clicks, or care-management minutes, ACCESS pays organizations for measurable improvement in chronic disease outcomes. That is elegant, and potentially important. 

But the model also exposes a deeper CMMI paradox: under-managed Medicare patients may need more care, not less. Better management may mean more drugs, PT, behavioral health, monitoring, labs, and specialist follow-up. If ACCESS is judged too narrowly on savings, it may reward low-cost metric improvement while discouraging the costly care activation patients actually need.

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AI DIALOGS ON CMMI ACCESS (Second, Book chapter model re-write)

 

ACCESS, Chronic Care, and the CMMI Savings Paradox

A New Medicare Payment Architecture Meets the Reality of Under-Managed Disease

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SUMMARY

CMS’s ACCESS model is a bold attempt to create a new Medicare payment rail for technology-enabled chronic care, paying organizations for measurable improvement rather than visits, devices, app clicks, or care-management minutes. Its logic is strong: fee-for-service underpays continuous chronic care and over-rewards billable activity.