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Readers Write: HLTH 2024 Did It Again

October 24, 2024 Readers Write 1 Comment

HLTH 2024 Did It Again
By Mike Silverstein

Mike Silverstein is managing partner of healthcare IT and life sciences at Direct Recruiters, Inc.

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Once again, HLTH 2024 delivered. In my opinion, HLTH has become the most important healthcare conference on the calendar, and this week’s event in Las Vegas did not disappoint. While sales teams manning booths may have found it less fruitful for direct lead generation, that’s not the true purpose of this conference. HLTH and its sister conference ViVE are where healthcare’s biggest strategic moves are set into motion.

No other event except perhaps the JP Morgan Healthcare Conference brings together such a diverse mix of healthcare investors and vendors from around the world under one roof. HLTH plays a crucial role in shaping the industry’s three- to five-year outlook, and I would argue that it’s even more impactful than JPM since it fosters face-to-face connections in one concentrated venue.

Despite ongoing political uncertainties, the market flywheel is starting to spin again. After a year and a half of valuation struggles, investors and companies are finding common ground. Investment bankers who I spoke with mentioned that deals are once again flowing, and I expect a wave of health tech and healthcare services companies to announce successful funding rounds in the coming months.

Interest rates are beginning to tick down, and HLTH serves as a prime meeting point for key players across the ecosystem — vendors, payers, providers, life sciences, and employers. As healthcare costs continue to rise, software designed to reduce expenses and drive system-wide efficiency is becoming indispensable. Unlike HIMSS, which is more narrowly focused on health systems, HLTH brings together the entire healthcare economy, providing early-stage investors with access to companies on the cutting edge of innovation.

AI was the dominant theme at HLTH, and its influence is only expanding. The companies that are making the most traction attracted significant attention from investors who are eager to deploy capital from the funds raised in 2022, which remained largely untapped in 2023 and early 2024. These companies are focusing not only on cost reduction, but also on addressing the looming clinician shortage that will hit the healthcare system over the next decade.

Solutions that reduce time spent by doctors and nurses on administrative tasks, allowing them to focus more on patient care, are in high demand. Technologies like ambient scribing and workflow tools that augment Epic are gaining traction, helping clinicians operate at the top of their licenses. Additionally, AI is finally showing real potential to address healthcare’s persistent interoperability challenges, a problem that has long frustrated the industry.

While the upcoming election could reshape parts of the healthcare landscape, HLTH 2024 reaffirmed a more immediate truth: the healthcare industry is primed for growth and innovation, with investors ready to fuel the next wave of transformation.

Morning Headlines 10/24/24

October 23, 2024 Headlines Comments Off on Morning Headlines 10/24/24

PEO-DHMS to Award Leidos Follow-On MHS GENESIS System Support Contract

The Program Executive Office for Defense Healthcare Management Systems will likely award Leidos another potentially multi-billion dollar contract to continue providing system integration support for the DoD’s MHS Genesis EHR.

Infinitus Systems raises $51.5 million Series C funding on the strength of AI guardrails

Infinitus Systems announces $51.5 million in Series C funding and the launch of its FastTrack healthcare phone call automation software.

Commure To Partner with HCA Healthcare on Ambient AI Platform

HCA Healthcare selects Commure, which acquired ambient documentation technology vendor Augmedix in July, to develop and deploy ambient AI.

Comments Off on Morning Headlines 10/24/24

Healthcare AI News 10/23/24

October 23, 2024 Healthcare AI News Comments Off on Healthcare AI News 10/23/24

News

Amazon One Medical launches AI tools for its 1Life proprietary EHR – ambient documentation, a summarized medical history, draft responses to patient messages, and workflow routing.

Anthropic releases a beta developer version of Claude’s API that adds “computer use” capability, in which developers can program interaction with a user’s computer such as looking at a screen, moving the cursor, clicking buttons, and typing text.

Google Cloud announces GA of Vertex AI Search for Healthcare along with new features of its Healthcare Data Engine.

GE HealthCare announces CareIntellect for Oncology, which summarizes clinical reports, flags deviations from a patient’s treatment plan, and identifies relevant clinical trials.

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The Coalition for Health AI (CHAI) publishes draft frameworks of how it will certify independent quality assurance labs and standardize their test results into what it compares to a nutrition label for AI product performance and safety.

Aidoc and Nvidia will co-develop a framework for integrating AI into clinical workflows.


Business

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Ozarks Healthcare will integrate Avo’s AI clinical decision support with its Meditech EHR. The tools include scribing, chart summary and care guide, and the ability for clinicians to ask clinical questions about the patient’s information and relevant medical evidence.

Zoom will integrate Suki’s ambient documentation into Zoom Workplace for Clinicians, a recently announced paid offering.

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Atropos Health announces GA of ChatRWD, an AI co-pilot that generates real-world evidence to answer clinical questions.

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Tennr, which offers AI-powered healthcare document processing, raises $37 million in Series B funding.

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AI-driven patient preference and informed consent system vendor HealthEx raises $14 million in seed and Series A funding.

Artera announces new AI co-pilots to its Harmony patient communications platform: Staff (translation, predictive text for patient inquiries, message shortening, and conversation summaries that can be saved to the EHR) and Insights (no-show reports).

HCA Healthcare selects Commure to develop and deploy ambient AI. Commure closed its $139 million acquisition of ambient documentation technology vendor Augmedix in July 2024.


Research

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Researchers develop a system of AI-powered GoPro cameras that detects when the wrong drug syringe or vial is being used to prepare a patient’s doses, which the authors note could prevent serious medication errors in ORs, ICUs, and EDs.


Other

Harvard Medical School adds a required month-long AI course for students in its MD/PhD translational medicine program and engineering program that it offers with MIT.


Contacts

Mr. H, Lorre, Jenn, Dr. Jayne.
Get HIStalk updates.
Send news or rumors.
Contact us.

Comments Off on Healthcare AI News 10/23/24

Readers Write: Primary Care Mental Health Support Requires a Whole-Person Care Approach

October 23, 2024 Readers Write Comments Off on Readers Write: Primary Care Mental Health Support Requires a Whole-Person Care Approach

Primary Care Mental Health Support Requires a Whole-Person Care Approach
By Cynthia Horner, MD

Cynthia Horner, MD is chief medical officer of Amwell

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Primary care physicians started seeing a dramatic uptick in the number of patients with mental health concerns even before COVID took a toll on the country’s mental health. Now, as the nation struggles with record-high rates of distress and a lack of access to mental health support, there’s a critical need for the healthcare industry to embrace an integrated, whole-person approach to care.

Nearly one out of four adults experienced a mental, behavioral or emotional illness of some type in the past year, according to the latest report from the Substance Abuse and Mental Health Services Administration. For primary care physicians, the swell in the need for mental health support reflects a pattern they have seen during the past two decades:

  • From 2006 to 2018, primary care visits that addressed mental health concerns grew 50%, from 10.7% to 15.9%, according to a study in Health Affairs.
  • Between 2016 and 2018, about 40% of patients who were diagnosed with anxiety, depression, or any mental illness saw their primary care physician for treatment.
  • The percentage of people suffering from anxiety and depression has doubled since before the pandemic. Medicaid data illustrates the enduring impact of COVID, with prescriptions for mental health-related conditions outpacing prescriptions for other conditions in 2022.

To help as many people as possible, we must initially reach patients where they are most likely to be seen: by their primary care providers.

The shortage in the behavioral health workforce may be why more people are turning to primary care physicians for support. The National Center for Health Workforce Analysis reports that as of December 2023, more than half the U.S. population—169 million Americans—lives in a mental health professional shortage area. Compounding the issue is a lack of primary care physicians to meet patients’ health needs.

Given the shortfall of mental health and primary care professionals, virtual care is vital to ensuring that patients have access to the right resources for a whole-person, integrated approach to care. Adopting hybrid care models that include telehealth is crucial to closing care gaps and enabling continuity and access for all.

Primary care physicians have a foundational understanding of mental health conditions. However, a whole-person approach to care — including comprehensive and ongoing mental healthcare from digital programs and behavioral health specialists — is vital to positive outcomes.

That’s one reason why it’s important to continue managing patients even after referring them to a specialist for support. This integrated approach can effectively bridge the gap between physical and mental health.

When it comes to which mental health conditions primary care providers should treat, the acuity matters more than the diagnosis. For example, earlier in my career as a family medicine physician, I managed a patient who was living with schizophrenia. His condition was well controlled and he complied with his regimen and his follow-up. For these reasons, I could continue to treat him. But had his disorder been more acute, or if he had been a new patient and the severity of his schizophrenia was unclear, I would have referred him to a behavioral health specialist.

Ideally, even after that referral, I would have remained part of his care team, received progress updates, and helped manage his other care needs. That’s the best scenario for patients and their primary care providers when they begin working with a mental health professional and receiving care through digital programs.

Whole-person care—delivered in-person, virtually, and through automated care—facilitates collaborative care. It removes the challenges of geography at a time when nearly 80% of U.S. counties are considered healthcare deserts. Whole-person care also offsets the challenges that patients face when they need support from a behavioral health specialist but can’t find one.

As the industry looks for ways to integrate mental healthcare into the primary care setting, here are ways providers can foster whole-person care for overall patient well-being.

  • Lean into virtual technologies for support. With virtual primary care, network providers can manage referrals and care across digital behavioral health, urgent care, specialty care programs, and digital companions. This facilitates personalized care and optimal health outcomes by giving providers medical and mental health updates, helping to inform clinical decisions. Embracing virtual technology also minimizes instances where underserved communities can’t access the support they need. Today, 60% of psychologists report that they do not have openings for new patients.
  • Establish stronger relationships between primary care providers and behavioral health specialists. Care teams that share assessments, treatment plans, and test results support an integrated model for healthcare. The adoption of health tech solutions nurtures this collective approach to care. It also improves the patient experience and helps align specialty referrals and digital care program enrollments, which empower patients to take an active role in improving their health.
  • Partner with health plans to provide the right support for digital populations. This may include investment in a platform that blends in-person care with digital health tools. Evidence shows that patients who are receiving primary care services regularly see 33% lower healthcare costs. In 14 studies that examined the relationship between engagement and efficacy, 64% found that increased engagement with digital interventions was significantly associated with improved patient outcomes.

The movement of patients who are seeking care for mental health conditions from trusted primary care physicians isn’t going to slow or reverse. The industry can strengthen health outcomes by embracing a whole-person care approach, in-person and virtually. We can also keep primary care providers close to a patient’s physical and mental health care, offering the complete, integrated, and personalized support that patients want and need.

Comments Off on Readers Write: Primary Care Mental Health Support Requires a Whole-Person Care Approach

Morning Headlines 10/23/24

October 22, 2024 Headlines Comments Off on Morning Headlines 10/23/24

Counsel Health Launches with $11M in Seed Funding to Deliver Physician-Led, AI-Powered Medical Advice

Counsel Health, which offers asynchronous messaging with physicians, raises $11 million in a seed funding round.

Tennr lands $37m while tearing through the paper mountain in healthcare with leading document reading model

Tennr, which has developed automation software for the reading and processing of medical documents, announces $37 million in new funding.

MPath Secures $3 Million in Funding to Expand Cancer Screening and Preventive Health Initiatives

Automated cancer screening technology startup MPath secures a $1 million investment from Oncology Ventures, bringing its total raised within the last four months to $3 million.

Senators demand answers on telehealth platforms from Pfizer and Eli Lilly

Senators want drugmakers Pfizer and Eli Lilly to explain why their direct-to-consumer programs don’t violate anti-kickback statutes by offering telehealth prescribing for the drugs they manufacture.

Comments Off on Morning Headlines 10/23/24

News 10/23/24

October 22, 2024 News Comments Off on News 10/23/24

Top News

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Remote patient monitoring company CopilotIQ acquires competitor Biofourmis to offer tech-enabled, home-based care to seniors with chronic conditions.


Reader Comments

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From Suspicious Minds: “Re: HIPAA. Why is the excuse used everywhere? You can’t record our time together because of HIPAA?” The policy makes sense if the sign is hanging in the lobby, where a patient shooting video doesn’t violate HIPAA (they aren’t a covered entity) but would raise valid privacy concerns. HIPAA also doesn’t address patients recording their own encounter, although it prohibits the provider from doing the same without the patient’s permission. I’m not sure what the sign means by “recorded media,” although I’m guessing that it is awkwardly referring to audio recording.

From HLTH Bellth: “Re: HLTH. Where the substance at?” HLTH attendees do three things, according to the visual evidence that they provide: go to parties, mug for selfies with pals, and stand around vendor booths. Not to mention interviewing each other for podcasts and videos that nobody will consume and seeking celebrity elbows to rub. HLTH seems to be where high-level executives throw around vaguely futuristic ideas without fear of anyone remembering later when they turn out to be wrong (everybody’s a futurist in the short term). Substantive accomplishments are still mostly announced at HIMSS, or even better, immediately instead of holding them for PR reasons that ceased to be valid 10 years ago.


Webinars

October 24 (Thursday) noon ET. “Preparing for HTI-2 Compliance: What EHR and Health IT Vendors Need to Know.” Sponsor: DrFirst. Presenters: Nick Barger, PharmD, VP of product, DrFirst; Tyler Higgins, senior director of product management, DrFirst. Failure to meet ASTP’s mandatory HTI-2 certification  and compliance standards could impose financial consequences on clients. The presenters will discuss the content and timelines of this key policy update, which includes NCPDP Script upgrades, mandatory support for electronic prior authorization, and real-time prescription benefit. They will offer insight into the impact on “Base EHR” qualifications and provide practical advice on aligning development roadmaps with these changes.

Previous webinars are on our YouTube channel. Contact Lorre to present or promote your own.


Acquisitions, Funding, Business, and Stock

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Medbridge, which offers patient education and care software, acquires AI-enhanced rehab app development company Rehab Boost. Paul Jaure, Rehab Boost’s founder, will join Medbridge as head of AI.

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HealthEx launches its patient-centric health data preferences and consent solution with $14 million in funding.

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Counsel Health, which offers asynchronous messaging with physicians, raises $11 million in a seed funding round. Founder and CEO Muthu Alagappan, MD was previously chief medical officer of healthcare intelligent agent workflow vendor Notable.

Cleveland Clinic will open a Northeast Ohio primary care office in affiliation with Amazon One Medical, which offers members same-day or next-day appointments, 24/7 on-demand care, care team messaging, and insurance billing.

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HealthSstream announces Q3 results: revenue up 3.9%, EPS $0.19 versus $0.13, beating earnings expectations but falling short on revenue. HSTM shares are up 36% in the past 12 months, valuing the workforce solutions company at $914 million.

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Pelvic pain virtual care platform Zencape Health shuts down. Founder and CEO Abi Sundaram says that the company earned positive user feedback and signed a health system partnership, but ran out of money and found that its model was too reliant on expensive physician time.


Sales

  • Palomar Health (CA) selects IKS Health’s Care Enablement Platform.
  • Rush University System for Health (IL) will incorporate Clear’s identity verification software into its MyChart password reset within its My Rush app.

People

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Enlitic hires Brenda Rankin (Nuvoke) as COO.

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Jonathan Malek (Veradigm) joins Avodah as CTO. Malek co-founded Practice Fusion in 2004 and transitioned to Allscripts (now Veradigm) when it acquired the company in 2018 for $100 million.

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Vitalchat Telehealth names Michael Raymer (Health Advisory Partners) CEO.

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Orbita hires Jeff Taylor, MS (Innovative Consulting Group) as CEO.

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Fullscripts names Chief Financial and Strategy Officer Ashley Koch to the additional role of president.

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Moffit Cancer Center rehires its former CIO Beth Lindsay-Wood, MBA (City of Hope) as SVP and chief informatics and technology officer.

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Derek Anderson (The HCI Group) joins HCTec as VP of sales.

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William Hudson, MBA (Aidoc) joins Hippocratic AI as chief transformation officer.

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Kaia Health hires Adam Pellegrini (Jasper Health) as CEO.


Announcements and Implementations

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Prairie Lakes Healthcare System (SD) will implement Epic through its affiliation with Sanford Health.

Cleveland Clinic adds Ayble Health’s digital care pathways and behavioral health content to its virtual care program for patients with chronic digestive diseases.

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The Ohio Department of Mental Health and Addiction Services rolls out Epic across the state’s six psychiatric hospitals.

Laudio and the American Organization for Nursing Leadership publish a nurse manager trends report that uses the company’s 200,000-employee dataset and nurse manager interviews.

Confluence Health (WA) adds virtual visit capabilities from KeyCare to its virtual care services.

Blue Shield of California and Salesforce will offer a prior authorization platform as part of Salesforce Health Cloud. The system will assemble relevant EHR information into an electronic form that physicians can submit immediately to Blue Shield, which will approve or deny the PA request before the end of the visit.

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Samsung enhances its Health app to allow users to collect their health records from providers electronically, after which the app will offer insights, alerts, and next best steps. The app will also add barcode scanning to its food tracker. Data access is provided by B.well Connected Health.


Government and Politics

England’s health secretary unveils a plan to issue “patient passports” for data-sharing across providers that will save an estimated 40,000 hours of NHS staff time each year and reduce wait lists. The government will also explore the use of patient wearables for self monitoring.


Other

Senators want drugmakers Pfizer and Eli Lilly to explain why their direct-to-consumer programs don’t violate anti-kickback statutes by offering telehealth prescribing for the drugs they manufacture.

A Black Book Research survey of 300 HLTH attendees finds that the majority are window-shopping for generative AI, machine learning, cybersecurity, and post-acute care technologies. Their organizations likely won’t invest in these areas for at least another 18 months.


Sponsor Updates

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  • Ascom Americas employees in Morrisville, NC pack 200 disaster relief kits for the American Red Cross.
  • AGS Health, HealthMark Group, MRO, TruBridge, Vyne Medical, and Wolters Kluwer Health will exhibit at AHIMA October 27-29 in Salt Lake City.
  • WellSky partners with Connect 211 to improve online data sharing and make community resources easier to find.
  • Black Book Research shares the results of its latest survey of health information management professionals, revealing critical challenges confronting the medical coding industry in Q3 2024.
  • St Jansdal hospital in the Netherlands extends its enterprise imaging software contract with Agfa HealthCare.
  • Altera Digital Health publishes a new client story, “Inland Empire Health Plan brings benefits of data interoperability to 1.5M members.”
  • Arcadia CTO Aneesh Chopra will present at the NCQA Health Innovation Summit October 31 in Nashville.
  • Avia Marketplace recognizes AvaSure in its “Top Virtual Nursing Companies” report for 2024.
  • Consensus Cloud Solutions, Netsmart, SnapCare, Waystar, and WellSky will exhibit at the LeadingAge Annual Meeting October 27-30 in Nashville.

Blog Posts


Contacts

Mr. H, Lorre, Jenn, Dr. Jayne.
Get HIStalk updates.
Send news or rumors.
Contact us.

Comments Off on News 10/23/24

Morning Headlines 10/22/24

October 21, 2024 Headlines Comments Off on Morning Headlines 10/22/24

Medbridge Acquires Rehab Boost, Launches Medbridge Motion Capture as Part of Medbridge AI

Medbridge acquires AI-enhanced rehab app development company Rehab Boost.

HealthEx Raises $14M led by General Catalyst to Empower Patients and Health Systems to do more with Health Data

Patient health data access and consent startup HealthEx launches with $14 million in funding.

CopilotIQ and Biofourmis Merge to Create the First End-to-End Platform for AI-Driven In-Home Care

Remote patient monitoring company CopilotIQ acquires competitor Biofourmis to offer tech-enabled, home-based care to seniors with chronic conditions.

Comments Off on Morning Headlines 10/22/24

Curbside Consult with Dr. Jayne 10/21/24

October 21, 2024 Dr. Jayne Comments Off on Curbside Consult with Dr. Jayne 10/21/24

When I decided to pursue a career in family medicine, I saw the specialty as promoting three primary goals: health promotion, disease prevention, and helping patients live longer and healthier lives. As a third-year medical student, I had little understanding of all the factors that would be working against me in that pursuit.

I knew that there would be insurance companies that would put prior authorizations and other blockers in the way of recommended treatments. I knew that I would have challenges finding resources for patients who are without insurance and with low health literacy. I didn’t know that I would also be fighting an uphill battle against corporate America in the form of tobacco companies, giant food conglomerates, and many others that are reaping profits from reinforcing unhealthy behaviors and addictions.

As I moved into clinical informatics, we saw ways in which technology could help us do more with less and to better identify patients who were in need of health interventions. When we started looking for the needle in the haystack trying to find patients who had fallen through the cracks on preventive screenings, more often we found a giant pile of needles needing attention because so many patients had fallen through the cracks. Even after we had identified the patients, we still had to convince them to adopt healthy behaviors and undertake recommended screenings and treatments, which was an entirely different undertaking. It became discouraging to watch data pile up and not have the resources to act on it.

Fast forward to the world of wearables and the quantified self. We became excited about the ability to put data in patients’ hands on a daily basis, motivating them to make changes in their health status. The rise of wearables highlighted economic disparities when some patients had multiple different kinds of devices – from step counters to sleep trackers – and others were struggling with basic subsistence needs. As a primary care physician, that evolution created a bit of whiplash in the office as I moved from room to room. Some contained patients who brought printouts and jump drives so I could see their data. Other room had patients who were lucky to take a blood pressure reading at Walgreens once or twice a month. Although some employers and insurance companies developed programs to get devices to their patients, those were few and far between in my practice.

We are now 15 years past the release of the Fitbit, which made tracking more accessible for many, but I’m not sure that we are any healthier. Recent articles that looked at life expectancy show that the improvement curve of the last century has hit a slowdown, even in economically advantaged nations. Public health interventions and new medical treatments have been a primary driver of those improvements, but we still haven’t cracked the code on how to help our patients overcome many of the challenges that they face, from lack of health resources to the ability to cope with the decreases in function that come with normal aging.

Ten years ago, when getting together with physician colleagues over drinks, we could expect to talk about interesting cases that we had seen at the hospital, or we might be kvetching over student loan repayment. Now, we’re more likely to discuss how we are juggling our own health issues or the challenges of managing health needs for aging parents and loved ones. As part of a family whose members routinely approach 100, it’s a topic with which I have experience.

The article contains a discussion of research around life expectancy that has been done over the last three decades. The authors conclude that we’ve reached a point where it’s increasingly difficult to drive life expectancy upward. I found their discussion of the percentage of patients that could be expected to live to be 100 years of age most interesting. To make this happen, they note that we would need ways decelerate death rates among older people, and due to the costs involved in such a project, I’m not sure the world is ready to spend that kind of money.

Additionally, having been around plenty of people who are in their mid to late 90s, the ones I know aren’t terribly interested in radically longer lives. Although they have had tremendous life experiences, they have also had to grow used to living without their friends and loved ones and sometimes seeing their children and grandchildren predecease them. One of my relatives continually asks why she’s still here when so many others have gone, and it’s terribly sad. It’s certainly something that should be considered when we’re talking about changing how we look at medical interventions.

In thinking through this topic with the understanding of where we are with healthcare spending in the United States, it makes me wonder whether we have the right information to try to solve the problem of truly helping people live longer healthier lives, or whether we will continue spinning in circles.

We certainly know that some relatively inexpensive interventions, like vaccinations, help. However, we’re fighting an often losing battle in convincing patients to partake of these interventions due to conspiracy theories, fears related to debunked not-so-scientific research, and for some, a genuine belief that doctors only recommend vaccines because of personal profits. As a primary care physician, I can attest that the latter is most certainly false, but it’s difficult to convince patients. Improving nutrition is one of the areas that has the most potential to boost health, but it’s not sexy or exciting, so it languishes as a not-so-hot topic. 

We know that it costs money to improve patient health, whether through improved nutrition, health coaching, medications, or procedural treatments. However, because of our fragmented healthcare finance system, insurance companies pay for those interventions on younger patients but don’t realize the long-term savings, which sometimes don’t happen until patients are covered by Medicare. This phenomenon, along with our profit-driven insurance companies, drives the willingness of payers to try to deny treatment, which starts a cascade of activity by patients and physicians that unfortunately in some cases leads to everyone giving up before the patient actually receives the care that they need.

I’m still looking for the technology silver bullet that cuts through all this mess and matches the right patient with the right treatment at the right price at the right time. Maybe AI will help create that solution, but it’s also going to require a lot of individual commitment and political will that seems to be lacking.

Before we had so much data, we didn’t know if  we were doing a good job for our patients. Now we have lots of information, and although it shows that we do a lot of good things, it also shows ongoing deficiencies that still need attention. Maybe I can convince some of the smart folks who I work with to create an app to give me a weekly reminder of “great things we’ve found in the data and have been able to act on” so that the other findings we encounter don’t seem so discouraging. Although it might have been easier back when we knew less than we do now, knowledge is power, and it just reminds us of what is yet to be done.

How well does your organization drive outcomes using data? Are you helping move patients to improved health or are people running in circles? Leave a comment or email me.

Email Dr. Jayne.

Comments Off on Curbside Consult with Dr. Jayne 10/21/24

Readers Write: Harnessing the Full Potential of AI in Healthcare Requires Carefully Prepared and Clean Data

October 21, 2024 Readers Write Comments Off on Readers Write: Harnessing the Full Potential of AI in Healthcare Requires Carefully Prepared and Clean Data

Harnessing the Full Potential of AI in Healthcare Requires Carefully Prepared and Clean Data
By Brian Laberge

Brian Laberge is solutions engineer at Wolters Kluwer Health.

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Artificial intelligence (AI) implementation in healthcare is gaining more and more traction. However, messy data can lead to challenges in training these platforms and helping uncover bias to ensure they offer the most impact. With 80% of healthcare data existing in unstructured formats, there’s often an extra step required to map these insights to more structured standards, enabling AI algorithms or large language models to parse through the information and distill takeaways in a clear and comprehensive way.

As the saying goes, garbage in means garbage out with these platforms. To fully embrace large language models in healthcare and capitalize on the opportunities for AI, it’s important to acknowledge the data quality challenges to overcome and tips for maintaining clean data for optimal use of advanced technologies.

When considering the use of AI in healthcare, there are two phases to consider — the training of the technology and the implementation and insights that will ultimately be delivered. When thinking about training the technology, one of the biggest challenges with healthcare data in particular is consistent data quality and accuracy. With multiple standards across healthcare, and valuable information stored in unstructured fields, it can be difficult to map insights from one care setting to another and ensure that data doesn’t lose meaning amid these bridges.

Additionally, lab or medical data often comes back with portions incomplete, inaccurate, or lacking validity, which skews the data from showing AI models the full picture. Adding further complexity, physicians often use different clinical verbiage to mean the same medical term. All of these data quality issues can result in a hallucination, where the model perceives a pattern that doesn’t exist, which results in made-up, incorrect, or misleading results. Knowing what those synonymous phrases are and being able to address them when training new models or tuning an existing large language model can help increase accuracy.

Another challenge comes from deciphering clinical notes. When you get a mix of data, these notes need to be extracted and properly codified to an industry standard. If this process cannot be completed, it’s often recommended to exclude them, as the data will lead to noise and bias within the AI models. This gap could represent a huge loss of insights that could be incredibly impactful for patient care and outcomes reporting.

In general, human error, or simply the large amount of disparate verbiage used in healthcare, doesn’t always translate easily for a uniform standard to train AI. In order to avoid this, healthcare organizations should make sure they have tools or processes in place to assess the quality of their data, clean their data, and standardize it before implementing LLMs.

Though it can be challenging to fully prepare data before training an AI model, it’s imperative to ensure that future AI use and insights are purposeful and accurate. It can be dangerous to train an AI with messy data for a number of reasons. Missing, incomplete, or incorrect information can reduce the accuracy and insert bias, which could lead it to infer incorrect assumptions that are then built into the core of the model.

Additionally, low quality or overly simplified data for minority populations could cause a bias to be built into the model. In data, race and ethnicity often are jumbled together. Sometimes, because of biases within the healthcare system itself, there is not as much data for certain groups compared to another. While addressing those care gaps is a much larger discussion, staying ignorant about the fact that the data gaps exist is also dangerous.

For example, if you are building a model to predict the most effective drug for a patient based on historical administration of various drugs, and the data used to train the model has data quality issues with race, then it is more likely not to detect a situation where a drug is more effective for a particular race and would result in a bad recommendation.

Maintaining the data, including knowing where the gaps are, and evaluating training data to address these gaps is a challenge. However, it’s essential to address from the get-go as bias or inaccuracy in the model will make the system harder to use, and ultimately, these biases will then be intrinsic to the AI platform and future insights.

Integrating data, particularly high-quality data, is proven to save hospitals money and reduce risks to compliance and industry standards. There are six core elements to maintaining data quality that organizations should consider when preparing to implement AI tools:

  • Accuracy is important in reflecting the true outcomes of healthcare.
  • Validity assesses the appropriateness of the data to support conclusions.
  • Data integrity ensures the reliability of the data.
  • Having complete data helps to identify any possible gaps within the data set.
  • Consistency is important to maintain uniformity across the set.
  • Timely data helps to harness the full potential of the data for meaningful actions.

All of these qualities will strengthen the data and create an easier AI implementation with less room for error.

While maintaining clean data for use by advanced analytic platforms can be challenging, there are steps that organizations should take to keep data ready for use in AI models. First, it’s important to have a strong data governance process to ensure accurate data, and to decipher good versus bad data before feeding it to an AI model. It’s also important to verify lab results against the appropriate codes to eliminate errors and incorrect codes being built into the model. We have found in one data set that the data quality was as low as 30% accurate as it contained invalid codes and incorrect codes for the labs.

Ensuring alignment of data, and validating codes to an industry standard, will help to streamline the process. The richer the data used to train the AI, the better the outcome will be. Normalizing and mapping the data can help to streamline data from multiple sources and authors. Mapping the information ensures accuracy in the data and helps break down any discrepancies between sources.

Lastly, constantly assessing and ensuring an understanding of data from the team that is responsible for training the model will help to identify gaps or potentials for biases within the data itself. It’s important for the team that is training the model to work with their data governance colleagues to ensure that they are aware of any missing data, such as gaps in lab results and member data, to remedy these gaps for more complete quality measure reporting.

By implementing these best practices, data can be properly utilized to its full potential to inform decision-making, increase quality, and enhance patient care.

Healthcare data can be messy, but creating a process where the data is properly assessed and cleaned can be beneficial in so many ways beyond AI. It’s encouraging to see an industry that has historically moved slowly be so eager to adopt new technologies. While the opportunity for AI use in healthcare is great, we can’t forget the basics of data quality that are essential in determining the future success of these platforms. With this process, organizations can make better use of AI and ensure the most accuracy in their models to help better serve patients.

Comments Off on Readers Write: Harnessing the Full Potential of AI in Healthcare Requires Carefully Prepared and Clean Data

Morning Headlines 10/21/24

October 20, 2024 Headlines Comments Off on Morning Headlines 10/21/24

Refusal of Recovery: How Medicare Advantage Insurers Have Denied Patients Access to Post-Acute Care

A US Senate subcommittee report finds that UnitedHealthcare, Humana, and CVS disproportionately denied prior authorization requests for post-acute care in their Medicare Advantage patients, often by using AI-driven tools.

Prolucent Secures Strategic Investment from Northwell Holdings to Accelerate Workforce Management Innovation in Healthcare

Healthcare workforce management software vendor Prolucent announces an undisclosed amount of funding from customer Northwell Health’s investment subsidiary.

Virginia Contractor Settles False Claims Act Liability for Failing to Secure Medicare Beneficiary Data

Federal contractor ASRC Federal Data Solutions will pay $306,722 to settle False Claims Act allegations that it stored unencrypted screenshots of Medicare beneficiary data from CMS systems on a subcontractor’s server.

Comments Off on Morning Headlines 10/21/24

Monday Morning Update 10/21/24

October 20, 2024 News Comments Off on Monday Morning Update 10/21/24

Top News

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A US Senate subcommittee report finds that UnitedHealthcare, Humana, and CVS disproportionately denied prior authorization PA requests for post-acute care in their Medicare Advantage patients, often by using AI-driven tools.

  • UnitedHealth’s denial rate doubled between 2020 and 2022 as the company  implemented “Machine Assisted Prior Authorization” and “[Healthcare Economics] Auto Authorization model.”
  • CVS saved $660 million in one year by denying inpatient admissions. It tested and then abandoned a predictive model that was too generous in approving cases.
  • Humana coached its reviewers in how to explain denials to the ordering providers. The Subcommittee was not able to assess the company’s use of technology to deny PA requests, but notes that Humana has been a NaviHealth customer for years.

The report recommends that CMS audit denials, especially for targeted services, and expand its regulation of utilization management committees to ensure that predictive technologies don’t exert undue influence on human reviewers who might be pressured to “rubber-stamp the recommendations of algorithms and artificial intelligence.”


HIStalk Announcements and Requests

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Most poll respondents don’t sneak looks at their phones during meetings except to check email or texts.

New poll to your right or here: What is the worst HR action you have experienced in the past two years? “Worst” in this case means whatever one you found to be most disappointing. I ran this poll three years ago and being laid off was the top answer, probably because it was peak COVID.

Most respondents to my one-off poll said that they would not listen to a NotebookLM-created podcast of the week’s top news. I was going to create another one for this week, but I found it frustrating that the “hosts” mispronounced HIPAA as “HYPE-uh.” The Google team has cranked out a lot of improvements to NotebookLM, so maybe they will add the ability to create a pronunciation guide. 


A Reader’s Notes from Nashville Health Care Council’s Sessions Conference

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Toby Cosgrove (interviewed by Bill Frist)

  • Cosgrove was unemployed for a period after his residency.
  • He made a point about letting clinicians practice at the top of their license and pushing administrative burden down the chain by talking about his experience serving in Vietnam. He led a 100-bed field hospital there with a total of two physicians, 15 nurses, and an army of service members who took care of everything that didn’t require true clinical expertise.
  • He’s a proponent of AI scribes and sees AI playing a larger role in clinical care in the coming years.
  • At Cleveland Clinic, they started an initiative to find and follow up with the first 1,000 coronary bypass patients to assess their wellbeing and outcomes. It took hiring private detectives to track down some of the patients. They maintained this culture of review and continuous improvement until they made bypass a very safe procedure.
  • He says that one of the top issues in healthcare is the explosion of knowledge and data and our inability to stay on top of it all.
  • Provider burnout and the shortage of providers came up numerous times during the conference. Apparently one-third of nephrology residency slots go unfilled each year.

David Feinberg, Oracle Health

  • He says that innovation hasn’t come to healthcare as much as other industries because we’ve skipped steps in the tech process. For example, with Meaningful Use, we paid people to use software, but didn’t evaluate whether the software is helpful.
  • He advocated for a nutrition label of sorts for AI that tells you how the system was trained, and which data points it uses.
  • He said that when Oracle was buying Cerner, Oracle made several decisions that made him question the success of the deal, so he felt incentivized to leave within a year to redeem his golden parachute. He even told his wife he was out within a year. But he says he stayed the course because those decisions were reversed and because Larry Ellison has allowed the Cerner team to be the healthcare experts while the Oracle team are the tech experts.
  • He says that they applied previously created software and solutions to create the Clinical Digital Assistant and a new patient intake product. For the latter, they borrowed from work that Oracle has done in developing inmate intake systems for prisons.
  • CDA has 70 customers using it since its June launch.
  • He said a new EHR that is rooted in AI is coming, with more details to be shared at the Oracle Health Summit in a few days in Nashville. He says it’s ready for ambulatory and will be ready for inpatient sometime next year.

A Reader’s Notes from Vanderbilt’s Health AI Sessions

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Brad Malin, professor of biomedical informatics, biostatistics, and computer science

  • There is a real risk of LLMs, including GPT-4, divulging training data through a carefully crafted prompt. Providers need to be cognizant of this if they are providing identifiable data for model training; there’s a reasonable chance it could be exposed.
  • Research has shown that introducing a little synthetic data into the training set for an AI model can reduce model bias, but you can reach a point where too much synthetic data eliminates any benefits.

Daniel Fabbri, assistant professor of biomedical informatics and computer science

  • VUMC spends $5-10 million per year on chart abstraction. Reliant upon expensive abstraction staff and requires lots of time and manual review.
  • Asked the question, “Can we build a system that allows non-technical users to attain 90% faster abstraction for a range of medical research tasks with human-level accuracy?”
  • First tried a not-so-technical approach: crowdsourcing the work through a group of medical students. This was still slow and resource-intensive.
  • Tried ChatGPT as a way to analyze and extract the pertinent data points; it was “okay”.
  • Ultimately created a new tool called BRIM that has reduced abstraction time for cancer research from 5 minutes per note to 15 seconds. All Vanderbilt staff, faculty, and students can use the tool with IRB approval. They also achieved 80% time reduction in mental health case review with human-like accuracy, and they recently won an ARPA-H funding award.
  • One key decision they made was to introduce a design requirement that every BRIM-generated data point must include the raw text from the source note, so that a human can quickly see where the LLM abstracted the information from and can easily verify accurate selection of pertinent information.

Jesse Spencer-Smith, director and chief data scientist for the Data Science Institute

  • Gave a very helpful overview of what a transformer in AI actually is.
  • He says that giving AI greater context (e.g., more input data or a longer conversation history) reduces hallucinations.
  • He says that we are seeing small (“small” meaning lighter weight and with fewer parameters) open-source AI models that have similar performance to ChatGPT, which will open up AI to function on small devices such as smartphones).

Webinars

October 24 (Thursday) noon ET. “Preparing for HTI-2 Compliance: What EHR and Health IT Vendors Need to Know.” Sponsor: DrFirst. Presenters: Nick Barger, PharmD, VP of product, DrFirst; Tyler Higgins, senior director of product management, DrFirst. Failure to meet ASTP’s mandatory HTI-2 certification  and compliance standards could impose financial consequences on clients. The presenters will discuss the content and timelines of this key policy update, which includes NCPDP Script upgrades, mandatory support for electronic prior authorization, and real-time prescription benefit. They will offer insight into the impact on “Base EHR” qualifications and provide practical advice on aligning development roadmaps with these changes.

Previous webinars are on our YouTube channel. Contact Lorre to present or promote your own.


Acquisitions, Funding, Business, and Stock

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CVS Health fires CEO Karen Lynch and promotes David Joyner, who runs its CVS Caremark pharmacy benefits management business, to replace her. The company also reduces guidance due to increased medical costs, sending CVS shares down more than 5% on Friday.

Cigna has reportedly restarts merger discussions with rival insurer Humana. The companies had ended those negotiations last year after failing to agree on terms.


Sales

  • MaineGeneral Health chooses Sectra’s hosted enterprising enterprising solution.
  • GaHIN migrates to InterSystems HealthShare.

People

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Michael Raymer (Simulations Plus) joins Vitalchat Telehealth as CEO.

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Providence CIO/EVP B. J. Moore announces his resignation.


Announcements and Implementations

Artera announces new AI co-pilots: Staff (translation, predictive text for patient inquiries, message shortening, and conversation summaries that can be saved to the EHR) and Insights (no-show reports).

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Zoom announces Workplace for Clinicians, a paid offering that includes visit transcription with AI-generated clinical notes and displaying EHR data as a visit prep summary.

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The Coalition for Health AI (CHAI) publishes draft frameworks of how it will certify independent quality assurance labs and standardize their test results into what it compares to a nutrition label for AI product performance and safety.


Privacy and Security

Axis Health System alerts patients and employees that ransomware hackers have posted their data to the dark web after the health system declined to pay a $1.7 million ransom.


Sponsor Updates

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  • Revuud team members join Reynolds Baptist Church volunteers in their Hurricane Helene clean-up efforts in Asheville, NC.
  • Wolters Kluwer Health adds AI search, robust analytics, and insights to the latest edition of its UpToDate Enterprise Edition.
  • Nordic and BeeKeeperAI partner to accelerate AI-driven clinical decision support at the point of care.
  • The EClinicalWorks Image AI Assistant saves York Primary Care (ME) over an hour per day on managing incoming faxes.
  • Greater Houston Healthconnect will connect charitable clinics across Texas at no cost using technology and services from InterSystems and J2 Interactive.
  • Netsmart and WellSky and exhibit at the National Association for Home Care and Hospice Conference and Expo October 20-22 in Tampa, FL.
  • Health Data Movers posts a new episode of its “QuickHITs” podcast, “Healthcare Innovation and Informatics with Dr. Nitu Kashyap.”
  • Nordic releases a new “Designing for Health” podcast, “Interview with Bryan Vartabedian, MD.”
  • QGenda receives Authority to Operate certification from the Indian Health Service.
  • Waystar publishes a new case study, “AnMed Health’s way forward.”

Blog Posts


Contacts

Mr. H, Lorre, Jenn, Dr. Jayne.
Get HIStalk updates.
Send news or rumors.
Contact us.

Comments Off on Monday Morning Update 10/21/24

Morning Headlines 10/18/24

October 17, 2024 Headlines Comments Off on Morning Headlines 10/18/24

Particle Health Inc. v. Epic Systems Corporation

Epic asks a federal court to dismiss the antitrust lawsuit that Particle Health brought against it, citing several arguments.

CodexIT Acquires Professional Services Company

Healthcare technology and consulting firm CodexIT acquires health data migration and archiving business Kyval from Marsden Advisors.

Bluesight Expands Capabilities Through Acquisition of Sectyr

Hospital medication tracking technology vendor Bluesight acquires Sectyr, which offers 340B audit and compliance tools.

BianLian ransomware claims attack on Boston Children’s Health Physicians

The BianLian group threatens to publish data online that was stolen during an early September ransomware attack on Boston Children’s Hospital.

Surgical Optimization Company Pip Care Raises $5M in New Funding, Led by A1 Health Ventures

Pip Care, developer of surgical optimization software for clinicians and patients, raises $5 million.

Comments Off on Morning Headlines 10/18/24

News 10/18/24

October 17, 2024 News 2 Comments

Top News

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Epic asks a federal court to dismiss the antitrust lawsuit that Particle Health brought against it, citing these arguments:

  • Particle’s customers violated patient privacy by accessing records for non-treatment purposes and Epic says that the lawsuit is intended to distract the industry from that issue.
  • Particle accuses Epic of anticompetitive behavior, but limits its argument to payer software, which Epic says includes other interchangeable products and services that are not mentioned in the complaint.
  • The lawsuit fails to prove that Epic’s actions served no purpose other than anticompetitive behavior.
  • No illegal agreements were cited to support claims of a conspiracy.
  • Particle doesn’t show market harm, just its own.
  • The complaint’s tortious interference claims are not valid because Particle can’t prove that Epic had wrongful intent or made false statements.

Reader Comments

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From My2cents: “Re: Qardio. I’m reading on Reddit that they went under, but haven’t seen anything in the news. The app seems to be unavailable in the Google Play and Apple stores.” CEO Mike Alvarez left the consumer ECG and blood pressure app company to become CEO at Glooko last month. The company’s website lists several executive team members who are no longer there, including its founder and CTO. Redditors report buying devices recently only to find that the app is not available and support is unresponsive.


HIStalk Announcements and Requests

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I received a HLTH email update that touts their celebrity keynoters. I’m impressed that HLTH says that their talks are neither paid nor sponsored, although I question the healthcare relevance in some cases. On the list: Lance Bass, Kesha Carter, Halle Berry, Chelsea Clinton, John Legend, Lenny Kravitz, Jill Biden, Maria Shriver, and musical guest Busta Rhymes. Today I learned that Lance Bass’s manufactured former musical group NSYNC is correctly capitalized since it’s an acronym of the last character of the first name of each original member, of which Lance wasn’t one or else I suppose it would have been SYNCEN, which is actually kind of cool. Also TIL that Busta almost certainly holds the healthcare conference record for being arrested.

Dr. Jayne’s critique of LinkedIn made me ponder what will happen to Meta after Facebook inevitably implodes into MySpace II. I’m an infrequent user, but it seems to have become a pointless platform whose most active users are tech-challenged, sloppy-writing boomers and Gen X’ers and the scammers who swarm to them. The algorithm has seemingly been tuned to a higher level of revenue-seeking desperation given the ads, group suggestions, and rage bait that it pushes more prominently than updates from actual connections. I hope Facebook users don’t migrate to Reddit since that’s the only place left that doesn’t make me feel stupider for having read it.


Webinars

October 24 (Thursday) noon ET. “Preparing for HTI-2 Compliance: What EHR and Health IT Vendors Need to Know.” Sponsor: DrFirst. Presenters: Nick Barger, PharmD, VP of product, DrFirst; Tyler Higgins, senior director of product management, DrFirst. Failure to meet ASTP’s mandatory HTI-2 certification  and compliance standards could impose financial consequences on clients. The presenters will discuss the content and timelines of this key policy update, which includes NCPDP Script upgrades, mandatory support for electronic prior authorization, and real-time prescription benefit. They will offer insight into the impact on “Base EHR” qualifications and provide practical advice on aligning development roadmaps with these changes.

Previous webinars are on our YouTube channel. Contact Lorre to present or promote your own.


Acquisitions, Funding, Business, and Stock

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Virtual digestive care clinic operator Oshi Health raises $60 million in a Series C funding round.

Healthie, which offers EHR and scheduling systems for health and wellness providers, raises $23 million in a Series B funding round.

Biotech research center The Broad Institute of Cambridge, MA lays off 87 employees, almost all of them in software and IT. Microsoft ended its contract with the company in July 2024.

Shares of insurer Elevance Health fall sharply after the company reported lower-than-expected earnings, which it attributes to rapidly increasing healthcare cost trends in its Medicaid business. It also reported a membership decrease of 3% due to the restarting of eligibility redeterminations that had been paused during the pandemic. Other insurers have reported similar problems with higher-than-expected medical costs in their government lines.

Hospital medication tracking technology vendor Bluesight acquires Sectyr, which offers 340B audit and compliance tools.


Sales

  • Lee Health (FL) will expand its virtual nursing program using infrastructure from Caregility.

People

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Pivot Point Consulting hires Scott Sims, MBA (Kyndryl) as SVP of business development and recruiting.

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Amwell names Mark Hirschhorn, MBA (Tapestry Health) as CFO.


Announcements and Implementations

Oracle announces Oracle Health Clinical Data Exchange for claims processing data exchange between providers and payers.

CVS Health’s Aetna announces SimplePay Health, a health plan for self-insured clients in which members pay a fixed co-pay for services that are priced as a bundled payment; can use the Personify Health (formerly Virgin Pulse) app to search for the lowest-cost, best-outcome providers; owe nothing at the time of service; and receive a credit card-like monthly statement that can be paid using zero-interest line of credit. Coupe Health acquired SPH, formerly known as SimplePay Health, in November 2021. Coupe Health’s parent is venture capital firm Stella Health, which is owned by Blue Cross Blue Shield of Minnesota.

AMIA announces its 2024 Signature Award recipients, who will be honored at AMIA 2024 in San Francisco November 9-13.


Government and Politics

The board of supervisors of San Diego County, CA requests authorization to contract with OCHIN to implement Epic, which will be used across all Health and Human Services Agency departments in a $6.5 million project.

HHS OCR fines Maryland solo dental practice Gums Dental Care $70,000 for failing to provide a patient with timely access to their medical records. The practice didn’t provide the records even after being reminded by HHS OCR that it was obligated to do so, after which the patient filed a second complaint. The practice provided the records three years after the initial request and two months after it was notified of the $70,000 civil monetary penalty. The dentist there is Anna Gumbs, DMD, whose should have used her actual name for the practice since Googling “gums dental care” unsurprisingly returns a ton of unrelated pages.


Other

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The Guardian takes an investigative dive into Indiana’s Parkview Health, whose aggressive expansion strategy is funded by some of the highest prices of any US hospital even though it is located in the country’s #1 most affordable metro area. The strategy of the health system, which has boosted revenue to $2 billion, includes taking over competing hospitals, buying up practices to increase referrals and insurer pricing leverage, buying naming rights to sports teams and venues, building expensive campuses, and buying practices and imaging centers and increasing prices as hospital-based outpatient departments. In other words, it does what most big health systems do. Insiders say that it ranks doctors by revenue metrics and bases their bonuses on increased patient volume, higher coding, and generating charges for procedures and testing. Nurses report that they are pressured to charge patients for batteries and tissues and are forced to comply with a “linen stewardship” program.


Sponsor Updates

  • Inovalon launches a SaaS-based risk adjustment and analytics platform for health plans that reduces manual medical reviews by 50%.
  • Arcadia announces new standards-based interoperability commitments to streamline data sharing and enhance customer value.
  • A KLAS case study highlights the ways in which Surescripts technology enables greater workflow efficiency and faster approvals for prior authorizations for prescription medications.
  • Redox announces that its data exchange platform has earned i1 certified status by HITRUST for all data transactions hosted on the Google Cloud Platform.
  • Goliath Technologies partners with 1E to offer a complete IT observability solution that allows IT to identify and troubleshoot clinician EHR performance issues.
  • Elsevier Health launches Sherpath AI, an advanced AI solution for nursing and healthcare education.
  • Findhelp partners with Attane Health to support people with severe food allergies.
  • Five9 will present at the MIT AI Conference October 26 in New York City.
  • Fortified Health Security names Erin Martin content marketing manager.
  • Healthmonix names Kate Joyce customer support specialist.
  • Healthcare IT Leaders releases a new “Leader to Leader” podcast, “An Epic Journey at RWJBarnabas Health: Unlocking the Power of a Unified Patient Record.”
  • MRO releases a new episode of “The MRO Exchange” podcast, “Data Quality with Frank Jackson, SVP of Clinical Quality and Payer Solutions.”
  • NeuroFlow will present at the Behavioral Health Tech Conference November 5-7 in Phoenix.

Blog Posts


Contacts

Mr. H, Lorre, Jenn, Dr. Jayne.
Get HIStalk updates.
Send news or rumors.
Contact us.

EPtalk by Dr. Jayne 10/17/24

October 17, 2024 Dr. Jayne 1 Comment

The hot topics around the physician lounge this week included new alerts in the EHR to help clinicians manage IV fluids efficiently. If you’re not aware, Hurricane Helene damaged Baxter International’s production facility earlier this month. The single facility is responsible for nearly two-thirds of the IV fluids that are used in the US, which is problematic, especially considering that we’ve read the plot of this story before in the wake of Hurricane Maria in 2017, which damaged a Baxter International facility in Puerto Rico. The US government has invoked the Defense Production Act to try to help get the facility back to production while Baxter is ramping up production at facilities in Europe and China. Meanwhile, hospitals are postponing surgeries due to the fluid shortages, which is devastating for patients who have been waiting for carefully timed procedures that may not be emergent or urgent but are still important.

Another hot topic was a research letter about billing for patient portal messages that was published in the Annals of Internal Medicine earlier this week. It summarized changes to physician and patient attitudes when organizations decide to bill for patient messages. Some of the highlights: patients weren’t thrilled about being billed but were willing to accept it, but there was confusion about which messages would lead to billing. When patients were to be billed, they expected “speedy, detailed replies.” Ultimately patients said they would be more likely to call the office than to use the patient portal to avoid being billed. Physicians also began to receive messages where patients specifically asked not to be billed. The physicians talking in the lounge were split on whether billing for portal messages was a good thing or not, although two said they no longer manage portal messages at all – anything that requires physician input becomes a scheduled appointment.

I’ll admit I was lured by this headline: “Surgeons use PlayStation controller for long-distance endoscopy.” The procedure was performed in by a surgeon in Switzerland, with the research subject being a pig in Hong Kong. Although endoscopy is not without risk, it’s less risky than surgical procedures where tissue is removed or altered. The magnetic endoscope was steered using a magnet outside the pig’s body. Researchers note the potential for this technology to assist in remote locations. The first thing I thought of was for workers overwintering at the South Pole where resources are scarce and where the late Jerri Nielsen treated her own breast cancer while serving as the station’s physician. Reliable high speed internet is essential for the solution to work, which unfortunately may be a limiting factor for its use. Still, it’s an interesting idea and we’ll see how far it evolves over the next few years.

I love wearable tech, although I’m still sad about the untimely demise of Ringly and still wear my smart bracelet as a plain old bracelet. Happy Health just received FDA clearance for its new Happy Ring smart ring that can track pulse, temperature, and blood oxygen levels. It’s also a sleep tracker and can monitor “brain activity,” but I haven’t seen details on what exactly that involves. From an aesthetic perspective, it’s a bit chunky and certainly wouldn’t be mistaken for actual jewelry, but I suspect people that want those features are less likely to be fashionistas. The press release notes that it has “a near-indestructible, diamond-hard ceramic design,” which makes the emergency physician in me cringe a little bit, having fought the battle against a number of titanium rings in an effort to salvage fingers that might have otherwise been lost. The company will launch its first clinical program in the coming months, targeted at sleep health. For the people in my life trying to get ahead on their holiday shopping, I’m a size seven.

From Hoopster: “Re: health system sponsorships. Kaiser Permanente has become a founding partner of San Francisco’s WNBA expansion team.” Financial details weren’t shared publicly, but a previous deal with the National Women’s Soccer League was estimated at $850,000 per year. Kaiser filed multiple layoff notices in September and October, so I can’t imagine employees being thrilled about the new expense. Having worked in the software industry, I know how care delivery organizations think about ROI (return on investment) whenever they’re asked to spend money. I’m not familiar with the math around this kind of sponsorship ROI, but I imagine it must be there if so many organizations are taking the plunge. Either that or there’s just a cool factor around it. If you’re in the know, feel free to drop me a line.

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Has anyone else’s LinkedIn inbox become a dumping ground for spam? The majority of my invitations are from people I don’t know who are trying to promote services I don’t need, ranging from financial advice to career coaching. I had two invites today from people promising to “get you more patients,” which is not a problem that 99% of primary care physicians have in the US today. Another one was pitching weight loss services for busy physicians. I hope the platform gets it under control, because having those kinds of messages makes me not want to access it and makes it likely that I will miss something that I really do want to see. I’m not a robust user of the platform, so maybe if I engaged differently with it, I might have a different experience, but it’s hard to engage when my feed is full of reposts that seem to beat the same few topics to death.

Many of our readers are prepping for HLTH 2024, where the who’s who of the industry will again come together. Many will be launching new solutions, schmoozing potential clients, identifying new partners, and trying to close deals. Others will simply be trying to “outcool” each other, and I’m deputizing all attendees to send me their best footwear and fashion pictures so I can feel in the loop. Word to the wise for first time attendees: the name of the conference is pronounced “health” as opposed to “H-L-T-H” which I continue to hear in conversations. Pronouncing it correctly can only add to your cool factor. I’ll be popping in for a single day only, so if you’re exhibiting, make sure your sure your shoes are shined and your phone is safely tucked away so you can engage the people walking by.

I also noticed that they announced a new “Main Stage” speaker for Wednesday, Dr. Jill Biden, First Lady of the United States. She’ll be discussing the future of women’s health research. My first thought was “what kind of extra security is this going to add to the event,” especially given how the HLTH conference floor plan is configured. If there will be additional measures, HLTH owes it to attendees to explain it well in advance. Many of the people I know who are attending are planning to fly out Wednesday morning (after recovering from the Busta Rhymes event), so it will be interesting to see what attendance looks like.

If you’re going to HLTH, what’s your game plan for the event? Leave a comment or email me.

Email Dr. Jayne.

Morning Headlines 10/17/24

October 16, 2024 Headlines Comments Off on Morning Headlines 10/17/24

Oshi Health Raises $60M Series C to Strengthen Its Position as the Category Leader for Virtual Digestive Care

Virtual gastrointestinal clinic Oshi Health raises $60 million in a Series C funding round, bringing its total raised to $113 million.

Healthie Secures $23M Series B to Continue Building Infrastructure for Longitudinal, Virtual-First Healthcare

EHR and practice management software developer Healthie announces $23 million in Series B funding.

Legion Health Pivots to Digital AI-Enabled Psychiatry, Raises Over $6M

Texas-base Legion Health raises $6.3 million in seed funding as it pivots from connecting providers with digital mental healthcare services to offering telepsychiatry.

Comments Off on Morning Headlines 10/17/24

Healthcare AI News 10/16/24

October 16, 2024 Healthcare AI News Comments Off on Healthcare AI News 10/16/24

News

Patient engagement startup Parakeet Health launches its generative AI voice platform for health system contact centers and raises $3 million in seed funding.

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Luma Health announces AI products for healthcare call centers: a fax processing tool and a patient-facing voice AI concierge.


Business

MIT News profiles alumni-founded Ambience Healthcare, which offers an ambient documentation solution that is being used in 40 large institutions.

Johnson & Johnson lists six ways it is using AI:

  • Creating and analyzing videos of surgeries to create “highlight reels” for training, collaboration, and support.
  • Create 3D maps for surgical procedures.
  • Analyze de-identified EHR data to identify disease targets and drugs.
  • Support clinical trial recruitment.
  • Analyze genomic and clinical data from diagnostic tests to target treatments and identify candidates for clinical trials.
  • Predict drug supply and demand to optimize distribution of products where they are needed most.

Research

A retrospective cohort study of Yale New Haven Health System medical-surgical inpatients finds that the accuracy of six AI-powered early warning tools for patient deterioration varies widely. ECARTv5 and the National Early Warning score were the top performers, while Epic’s Deterioration Index had the lowest positive predictive value. The authors recommend that health systems verify how the tools work and oversee their use.


Other

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Angela Elena Olazaran Laureano, a 17-year-old student in rural Mexico, is chosen from 11,000 nominations to win a $100,000 student prize for her work developing an AI-powered virtual medical assistant that provides basic diagnosis for 21 conditions and warns users if they are likely to be contagious. She was previously part of robotics team that won the national Home Care Challenge. She will use the award to create a STEM classroom in her home town.


Contacts

Mr. H, Lorre, Jenn, Dr. Jayne.
Get HIStalk updates.
Send news or rumors.
Contact us.

Comments Off on Healthcare AI News 10/16/24

HIStalk Interviews A. J. Loiacono, CEO, Capital Rx

October 16, 2024 Interviews Comments Off on HIStalk Interviews A. J. Loiacono, CEO, Capital Rx

A. J. Loiacono is CEO of Capital Rx.

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Tell me about yourself and the company.

I have been in the pharmaceutical supply chain for 24 years. I’ve always had a special interest or focus in software development, which makes me kind of unique in my role.

Capital Rx has two main businesses. We are a full-service PBM, a pharmacy benefit manager, servicing self-insured payers such as employers, unions, and municipalities. The other side of our business is that we are a PBA, a pharmacy benefit administrator, and we license our software and technology services to health plans.

What role does technology play in those two business lines and how advanced is it?

This has been an oversight for much of healthcare for far too long. The massive underinvestment in technology is catching up with the country. 

People think that there has been investment in healthcare. What I explain is that there are two major electronic workflows when it comes to healthcare in the United States. I’m generalizing, but one is the EMR-EHR, the electronic health record systems. This is the workflow to activate a claim, such as scheduling and decision support software. But the moment a medication is prescribed or a procedure is performed for a patient, congratulations, in the US healthcare system, you have created a claim. 

That claim then disappears from the very workflow that we have been describing. It moves over to my world, which is what we call claim administration, the workflow to administrate a claim. Who is eligible for the benefit? Who’s in network? What’s the plan design? What’s the co-pay? Who is being billed? Who is being reimbursed? 

On this side of the fence, we have invested nothing in over the last 20 years. This bill of technical debt or ignorance has caught up with the entire industry, because administrative workflows enable us to use new ideas to leverage new clinical ideas. If you have a brilliant healthcare idea, good luck implementing it, because the infrastructure or the technology won’t support it. This massive underinvestment is one of the key areas that’s holding back the country.

How can technology address the key issues of drug transparency and cost?

Let’s start first with price transparency. You are really talking about an innovative payment workflow or an innovative pricing workflow when you talk transparency. Because up to this point, one of the things that’s very odd about the prescription healthcare process in the United States is that no one knows what the real price of anything is. A lot of times, that’s because price may be obfuscated by co-pay. If you pay a flat $10 or $20, you don’t know or necessarily care what the price of the drug is. But with high-deductible plans or co-insurance over the last 20 years, patients have become more and more exposed to price. Patients start to feel the cost. It’s no longer hidden behind flat co-pays.

When we talk about technology, what you’re trying to do is allow buyers and sellers to freely communicate on price. What do we mean by that? The buyers are the patients, but really the buyers are what I would call the ultimate payers. These are the people that are plan sponsors or people that are providing benefit services on behalf of patients. The sellers are the pharmacies, but it’s a little bit more complex in the US healthcare system because the pharmacies don’t really have a direct negotiation with the patient. It’s coming through some form of insurance, again through a PBM or a carrier. 

By allowing the buy side, if you will — the patient — to freely communicate with the seller who’s really selling the drug — the inventory is held by the pharmacy — you create market efficiency. That sounds simple, but it’s difficult to manage inventories of 140,000-plus unique drug codes and to evaluate price based upon different benchmarking, wholesaling, and resale kind of pressure points. What hasn’t existed in the United States is an efficient market around drugs. It has been hidden. It’s been far too opaque.

This leads to the second problem, which is that the person that’s administrating the pharmacy benefit became conflicted along the way. This is the problem with the traditional PBM model. If you went in a time machine with me back to the 1990s, PBMs didn’t make money on drug spend. Their job was to be an unbiased administrator of drug spend. Very easy. 

Then in the 21st century, they shifted their model and said, there’s no longer a flat fee. My services are effectively free. We know that nothing is free, so how are they getting paid? The statement was, “We’re making a little bit of money on the drug spend.” People thought that seemed reasonable. But the inherent conflict of interest under that model is that the moment you start making money on drug spend, the more expensive the drug, the more money you make. The more fraud, the more waste, the more abuse, unfortunately, the more money you can make. 

Because of this inherent conflict, the industry started to adopt more opacity, more confusion, and more limitations around data, because the people that are making money on drug spend don’t want people to understand true price. Capital Rx took a different approach. We said, we’re not going to make money on drug spend. We’re not going to have any fulfillment assets, which means that we’re not going to own pharmacies, mail, retail, specialty. We’re not going to own or buy into a GPO. Our job is to let buyers and sellers communicate a price. 

Here’s where the technology comes in. The technology needs to create efficiency to transmit price, not just on behalf of the plan sponsor, but to the patient. To also help the patient that may have unfortunately been put in a situation where they’re using a medication that’s far too expensive and there’s a generic or a lower-cost alternative available, but there was never any interest under a traditional PBM model because of the inherent conflict of interest.

If you have delegated the administrative power to a PBM as a self-insured employer or plan, and if your PBM can make money on an error that is not in the best interest of your plan or patient, you need to change that model.

Companies such as CVS and Optum that operate PBMs have vertically integrated to own insurers, specialty pharmacies, and traditional pharmacies. How do they spread the total cost of a drug over those businesses to optimize corporate profit?

At the turn of the century, PBMs decided to move to a model where they made money on drugs. It’s the perfect model. Why would you change anything? It’s an inelastic demand curve. Patient utilization does not budge in the United States. Prices only appear to inflate, with list price increasing every year and the average cost per prescription goes up due to the proliferation of more expensive specialty drugs. 

When you have the perfect market, you don’t innovate, you consolidate. You not only buy more of the PBM model, you buy more of the supply chain. This is exactly what we saw. It’s not just the PBM buying retail assets, but buying mail assets, specialty assets, rebate GPO assets, and now even further with medical assets in the form of the actual insurance carrier, but even down to the physician level, buying entire surgical or physician practices. This is such a problem in the United States. It’s something that we need to focus on more than anything else, which is that vertical integration is a real problem.

The ultimate payer is usually the employer that provides health insurance. How can they empower themselves to force change on these huge healthcare corporations?

It’s very easy. The solution is in front of everyone. Very simply, If you want someone to administrate your benefit plan, that’s all they can do.

Let’s say I’m a big vertically integrated PBM and I want to be your administrator. I want to administrate your benefit plan. You as the employer say, that’s great, you can administrate my pharmacy benefit plan. But we can’t use any of your fulfillment, GPO, or other vertically integrated assets, because I need to separate church and state, if you will. I need to make sure that my administrator remains unbiased and unconflicted. 

The reason for this is that the moment you make money on drug spend, unfortunately, there’s an inherent bias in every decision. Be it there or not, you’re making more money on the actual drug itself. As the administrator, you need to push them and say, you can only administrate my plan. I could go to another PBM and say, hey, I’d like to use your mail facility, and I’d like to use maybe even a different entity’s rebates.

What we need to do is to peel away the things that are creating the potential for financial incentives to drive the wrong decision on behalf of a payer. I keep going back to this point, which is that if your PBM makes a mistake — I used a different pharmacy, I chose a different drug, I chose the different classification system, I applied the wrong DAW code — if your PBM can make more money, that’s a problem. By separating mail, specialty, and retail outside of the administrator’s financial purview or gain, I’ve created an aligned arrangement. My new administrator that’s just administrating services is beyond reproach. There will always be mistakes in any healthcare setting, but you can’t point a finger and say that they’re making more money on that mistake. Once you separate these two things, magic happens for both the patients and the plan.

Are employers and health plans aware that they have alternatives? How do you promote the idea that PBMs come with a conflict of interest unless you take specific actions?

I’ve been saying this for seven years. I remember very clearly that I was in a meeting with a TPA and they were considering using our PBM. They said besides moral outrage, AJ, does your company really have anything to offer? I said, moral outrage? This is a real fiduciary problem if you’re not careful. The people that you are having administrate drug spend, plan design, clinical decisions, and network decisions on behalf of membership are making financial gain from potentially bad decisions. They were like, this doesn’t matter. 

We stayed true to our philosophy. We are a B corporation. We don’t make money on drug spend. We invested heavily in technology to create the infrastructure for the future. Lo and behold, it turns out that we were correct. Legislative pressure, both state and federal, suddenly started to appear about three or four years ago. You started to see regulatory scrutiny and oversight from the FTC, CMS, other areas. You suddenly see moral outrage from patients sharing stories of pain what I would say is real price inequality. You then also see the media covering these stories. Then it begins to culminate into lawsuits and litigation, where you see both J&J and Wells Fargo, unfortunately, being named in fiduciary cases, where it’s being suggested that they are not doing the right job by using what appears to be a pricing system that is highly variable and unfortunately selecting prices where there are lower prices available in the market. You start to see these tailwinds accelerate.

For our organization, we started with zero lives and a mission. Now going into our seventh year of operation, we service over 3 million employer membership around the country. These are Fortune 500 companies. These are some of the largest municipalities, unions, health systems, and universities. We’re very proud. We are thoughtful in the services that we’re providing. 

This is a tipping point moment where, for the first time, you’re seeing bigger and bigger employers say, enough is enough. I need an aligned administrator, PBM, and the market has more than enough willing participants to provide retail, mail, specialty, and rebates. This is exactly what we do. We do not own any of these assets. Our job is to provide access to the pricing and value that the market is willing to offer. It’s a simple model, but the reason it became so complex over the last 20-plus years is because there was too much self-interest driving the model.

How hard would it be for government or anyone else to look at the medication value chain to try to understand what parts affect spending and where profits or inefficiencies exist?

This is one of the things that makes this a clear example of pain and consumer discomfort. It’s easy for anyone — legislative side, regulatory side —  to say, could someone give me an example of drug spend not being a great experience in the United States? There’s millions of examples. 

The question then is, how do you synthesize what is wrong in the supply chain from manufacturer through wholesaler to retail pharmacy or mail order to the PBM or carrier to ultimately the ultimate payer, the plan sponsor, and then ultimately to the ultimate user, the patient? How do you make sense of such an overly complex system? This is what has made this such a difficult discussion.

The other thing is, think of all the people that are making money on the current model. A lot of people don’t want to see the good times change. It’s lonely trying to move such a huge industry in the right direction. Thankfully, there are other people that share a similar vision and are helping us push this industry in the right direction, and many of them are competitors. Some of them are allies in this position.

But the whole point is that there is a growing movement for change because the pain or the issues is clear. The solutions up to this point were not. Some of it, again, was hidden or dampened by people of self-interest that don’t want the model to move. But now you’re seeing people come to the table and saying, enough’s enough. There’s no reason we need to continue down this path. 

The simplest way to solve for this problem is to just separate church and state. In the old days, you could be a commercial bank, but you couldn’t also be an investment bank simultaneously with the same member of your banking system. By separating these things, you have clear separation of powers and you have removed all conflict. You can still use all the big-name players for retail, mail, specialty, fulfillment, and GPO, but they can’t be your administrator. Because the moment you make money on drug spend, all the wrong decisions can happen, and if there’s ever any error or oversight, a traditional PBM can make more money. That’s just liability for any fiduciary.

What issues will be important to the company in the next few years?

I’m a big believer in continuing to innovate. Companies that stay static are displaced over the long term. A big part of what we do at Capital Rx is not just work on the solutions that meet the demands of today’s healthcare system, but to be thoughtful, look to the future, and to continue to provide new services and new infrastructure to support not just our ideas, but what comes next. We are certainly not the architects of the future of healthcare. What I often say is that Capital Rx has the best infrastructure. We are the best plumbers in healthcare. We provide the infrastructure for what is going to come next. That’s where we continue to invest heavily. Not just to stay relevant, but to position a clear path for healthcare to evolve in a positive trend.

We are seeing the tailwind of legislative pressure, regulatory pressure, and the media. Bad things happen when you have someone on the buy side and the sell side. If you’re on the buy and the sell side, you represent yourself always. That’s the problem with the traditional PBM model. Through vertical integration, they represent themselves at every step of the supply chain. That is a recipe for disaster, and disaster in this case is defined by hyperinflating drugs and medication that is perceived to be too expensive for the average American to afford. It just needs to change.

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