The Standard

How AI for Deterministic Approaches Can Fix PA Denials

A recent survey by the American Medical Association (AMA) revealed a growing concern among physicians: over 60% believe that unregulated AI tools are systematically denying necessary patient care. “Emerging evidence shows that insurers use automated decision-making systems to create systematic batch denials with little or no human review, placing barriers between patients and necessary medical care,” said AMA President Bruce A. Scott, MD, reacting to the survey results.

This alarming trend exacerbates the already burdensome prior authorization (PA) process in the US, delaying essential treatments and placing undue strain on providers, payers and patients alike.

At Smile Digital Health, we believe that AI should support—not override—good medical judgment. That’s why we developed KALM Services (Knowledge Authoring Lifecycle Management), with AI capabilities designed to exponentially accelerate the creation of deterministic computable policies for prior authorization workflows and other use cases like clinical reasoning and quality measure evaluations.

Are you a member of a technical team that’s beginning its journey toward implementing HL7's Fast Healthcare Interoperability Resources (FHIR^®) application program interfaces (APIs)? Then don’t miss an upcoming three-day online educational event offering two technical tracks tailored to your needs. 

Two days of interactive content delivery and demonstrations will be followed by a Connectathon that will provide implementers and developers with the opportunity to test FHIR-based solutions and exchange data with other FHIR interfaces.  

Organizations that want to fast-track implementing HL7 FHIR APIs to automate workflow, maximize efficiency and meet federal requirements of the CMS Interoperability and Prior Authorization Final Rule (CMS-0057-F) should encourage their technical teams attend this online event. 

“We designed two tracks for technical team members at provider and payer organizations, as well as technology vendors, who are looking for a crash course on making the most of FHIR,” says Viet Nguyen, M.D., Technical Director of the HL7 Da Vinci Project. (Da Vinci has developed implementation guides for putting FHIR to use in supporting value-based medicine.) 

Early Bird Registration Ends Soon

Time is running out to take advantage of early bird registration discounts for an upcoming three-day online educational event that will offer practical insights on how to implement Health Level Seven's (HL7®) Fast Healthcare Interoperability Resources (FHIR®) application program interfaces (APIs).

Early bird discounts end March 31 for the event, “Strategy to Execution: Better Prior Authorization by Integrating Operations, FHIR and CMS-0057.”

Two days of interactive content delivery and demonstrations will be followed by a collaborative Connectathon testing event on day three that will provide implementers and developers with the opportunity to test FHIR-based solutions and exchange data with other FHIR interfaces.

If you’re looking to fast-track your organization’s efforts to use HL7 FHIR APIs to automate workflow, maximize efficiency and meet federal requirements of the CMS Interoperability and Prior Authorization Final Rule (CMS-0057-F), then don’t miss this virtual, hands-on training and testing event.

March 26 Session Features Demonstration and Lessons Learned from Cognizant and Infor

What’s the most effective way to streamline the exchange of data among providers and payers for a wide variety of purposes? Find out at the next HL7 Da Vinci Project Community Roundtable: “Transforming Healthcare End-to-End Data Conversations.”

This free webinar, to be held at 4 p.m. ET on March 26, will show how two Da Vinci member organizations are working together to transform provider/payer data conversations by applying Health Level Seven's (HL7®) Fast Healthcare Interoperability Resources (FHIR®) application programming interface (API) standard.

In addition to a demonstration, presenters will address the lessons learned so far in using the FHIR Implementation Guides for Coverage Requirements Discovery (CRD), Documentation Templates and Rules (DTR), Prior Authorization Support (PAS), Clinical Data Exchange (CDex), and Data Exchange for Quality Measures (DEQM), including Gaps in Care.  

One of the most efficient ways to exchange data among providers and payers for prior authorization and other purposes is by taking advantage of standard application program interfaces (APIs) and a central hub to avoid manual processes and support of point-to-point interfaces.

The HL7^® Da Vinci Project’s new Trebuchet pilot program, launched earlier this year, is enabling additional pioneers to test that approach.

Trebuchet was created when Da Vinci members Regence, MultiCare Connected Care, and Blue Cross Blue Shield Arkansas sought ways to pilot Da Vinci use cases on the emerging TEFCA framework. They contacted multiple Qualified Health Information Networks™, or QHINs™, to gauge their interest in joining the pilot. eHealth Exchange joined the effort to perform the QHIN functions and provided valuable project management support.

The team named the coalition “Trebuchet” to illustrate how the success of a third-century military catapult could inspire providers, payers, and a QHIN to accelerate trusted and scalable exchange. 

As efforts advanced and participants increased, Trebuchet asked Da Vinci to take over project management. Now a priority project adopted by Da Vinci, Trebuchet is proving how eHealth Exchange’s nationwide trust model and “Networked FHIR” architecture rapidly deploy Smart-on-FHIR Prior Authorization and Clinical Data Exchange (CDex) at scale

May 29 Sessionfeatures athenahealth, Availity and Humana and honors HL7 Da Vinci Project Community Champions from 4:00 - 5:30 pm ET

Join us this month to hear real-world HL7 FHIR and Da Vinci implementation stories that will provide you with inspiration and insight into how you can apply the learnings of athenahealth, Availity and Humana to your organization’s efforts to reduce friction, increase efficiency and meet the federal interoperability rules. 

After recognizing the 2023 HL7 Da Vinci Project Community Champions, representatives of Availity and Humana will provide a current snapshot of Da Vinci’s effort to create a nationwide interoperable approach among payers using the Payer Data Exchange (PDex) Implementation Guide, which enables payers to create a member’s health history using clinical resources which can be understood by providers and electronic medical records (EMR) systems. This discussion provides an opportunity to better understand dynamics you’ll encounter in achieving payer-to-payer exchange compliance such as consent and endpoint discovery.  Attendees will gain a foundational understanding of the new regulatory requirements, learn about technical and business challenges and benefits from real-world implementers and gain insight into how industry is working together. 

January Roundtable also features Providence’s Clinical Data Exchange Implementation Journey

Are you interested in hearing federal officials provide an overview of the CMS Interoperability and Prior Authorization Final Rule (CMS-0057)?

If so, register now for next week’s HL7 Da Vinci Project Community Roundtable, “CMS Interoperability Final Rule Overview and a Clinical Data Exchange Success Story: How Standardization Improves Value Based Care Performance,” scheduled for Jan. 24 from 4 – 5:30 p.m. ET.

The HL7 Da Vinci Project is thrilled to have CMS join next Wednesday’s Community Roundtable to offer highlights of the final rule in addition to the scheduled program showcasing Providence’s Da Vinci Clinical Data Exchange (CDex) Implementation Guide implementation journey.

Providence became the first major health system to implement CDex standards, and their journey included piloting with Premera Blue Cross and the vetting and approval by internal quality teams and external Healthcare Effectiveness Data and Information Set (HEDIS) auditors. The session concludes with a discussion of benefits experienced using CDex, including improved decision making, reduced burden, improved patient outcomes and enhanced quality of care to patients.

The Da Vinci Project is a private-sector initiative that accelerates the adoption of HL7 FHIR as the standard to support and integrate value-based care (VBC) data exchange across communities. The goal of the project is to help payers and providers positively impact clinical, quality, cost and care management outcomes, enabling providers to see the right data at the right time for patient-centered care.

The presenters will include:

• Lorraine Doo, Senior Policy Advisory,Centers for Medicare & Medicaid Service
• Alex Mugge, Deputy Chief Health Informatics Officer, Centers for Medicare & Medicaid Service
• Semira Singh, Director, Population Health Informatics, Providence  
• Michael Westover, Vice President, Population Health, Providence 

The session will be  moderated by Alix Goss, HL7 Da Vinci Project PMO, and Senior Consultant, Point-of-Care Partners.

2023 Accomplishments Position Industry for Year Ahead

Substantial progress has been made this year on HL7 Da Vinci Project Implementation Guides (IGs), which describe how to use HL7’s Fast Healthcare Interoperability Resources (HL7 FHIR®) standard for exchanging data to support value-based healthcare and implementations of the guides.

Sizing Up Accomplishments

At the December Da Vinci Community Roundtable, Hans Buitendijk, Da Vinci Project Steering Committee Vice Chair, reviewed progress this year and offered an outlook for 2024.

“We have a number of organizations across the spectrum that have adopted one or more of our [FHIR implementation] capabilities. … That's fantastic in the short number of years that this initiative started to look at what is necessary to make it happen,” Buitendijk said.

“We currently have about eight publishing updates that have been accomplished and quite a few ballot processes that are in flight and being planned for, and there is a good amount of commitment to making this happen. So, we really need to be proud of what we have achieved to date, and particularly in the last year.”

In the year ahead, alignment with emerging regulations, including the final CMS Interoperability Rule, will be a top priority, he pointed out.

Interoperability efforts must go beyond a general set of data to ensure adequate support for public health, research, quality measures and more, he added. “We are all going to impact the ability and the opportunity to share more data over time,” he said.

The key to advancing interoperability by leveraging FHIR, he stressed, is to involve many different parties and develop “the same language where we have a minimum set of capabilities that everybody can support, and leaving room … to grow, to explore, to define new things.”

He also pointed out: “We must continuously raise the bar for what we can exchange and determine what is relevant across many different stakeholders that we should all do in the same way … because the data that we have covered so far is still only a part of the variety of data exchanges that are relevant and can benefit from improvements."

Explore the Cross Accelerator Collaboration During the Discussion Aug. 23, 4 :00 – 5:30 p.m. ET

“Reducing Prior Authorization Burden and Improving Oncologic Care with HL7 FHIR,” August’s Community Roundtable, will highlight why and how Da Vinci is tackling prior authorization and hear how CodeX is leveraging the work of the Da Vinci Implementation Guides (IGs), which have been referenced in federal proposed interoperability rules, to tackle prior authorization challenges in oncology.  

 Join the session and discover the endeavors of the CodeX Prior Authorization in Oncology Use Case team to improve the care journey for cancer patients by expediting prior authorization via automation. 

The discussion will share real-world success stories from Da Vinci and how these efforts can serve as building blocks for CodeX solutions, as well as reveal how you can become involved and the benefits of participation in this work.

Presenters for this session include:

• Ellen Anderson, Enterprise Architect, Evernorth
• Kirk Anderson, Vice President and Chief Technology Officer, Chair, Da Vinci Steering Committee, Cambia Health Solutions
• Su Chen, MD, CodeX Program Manager, Clinical Science Principal, MITRE

Alix Goss, HL7 Da Vinci Project PMO, and Senior Consultant, Point-of-Care Partners, serves as the session moderator.

Latest advances in the use case and the success of Mayo Clinic’s adoption of minimal Common Oncology Data Elements (mCODE) to improve routine oncology clinical care focus of June Community of Practice

Prior authorization continues to be a pain point across the health care spectrum, and this month’s CodeX Community of Practice meeting will be highlighting prior authorization and how a standards-based approach is improving care at the Mayo Clinic.

According to a 2022 American Medical Association survey, 94% of physicians reported care delays associated with prior authorization, and 80% said these requirements can at least sometimes lead to patients abandoning treatment.

When treating cancer, the delays could be deadly.

Within CodeX, the Prior Authorization in Oncologyuse case focused on prostate cancer treatment is making strides in its iteratively phased proof-of-concept (POC). A goal of the use case is to automate prior authorization for cancer treatment so that 80% of approvals do not require manual inspection, expediting care for patients and reducing physician burden. CodeX participants are proving the utility of the Implementation Guides Coverage Requirements Discovery (CRD), Documents Template Requirements (DTR) and Prior Authorization Support (PAS) as developed by the HL7 Da Vinci Project Burden Reduction use case as well as in the Centers for Medicare and Medicaid Services December 2022 proposed rule Advancing Interoperability and Improving Prior Authorization Processes.