Friday, February 06, 2026

Study: Nearly two-thirds of US hospitals using epic have adopted ambient ai—but disparities exist




Emory University





Ambient artificial intelligence tools that capture clinician-patient conversations and generate draft clinical notes are now widely used in U.S. hospitals but unevenly adopted, according to a new nationwide study from researchers at Emory University's Rollins School of Public Health.

The study, published in the American Journal of Managed Care, looked at 2784 U.S. hospitals using the Epic electronic health record system. Researchers found that nearly two-thirds (62%) had adopted an ambient AI documentation tool by 2025. The three most adopted tools used by more than 80% of hospitals were DAX Copilot, Abridge, and ThinkAndor.

By allowing clinicians to focus more on patient care and reducing documentation burden, these tools may improve patient-provider communication and mitigate physician burnout. "Early evidence, including by Adler-Milstein and colleagues in this issue of AJMC, suggests ambient AI can meaningfully reduce documentation time—but our findings raise an important equity question," says Ilana Graetz, lead author and professor of health policy and management at the Rollins School of Public Health. 

Their findings show that adoption was uneven across the included hospitals. It was more common among hospitals with stronger operating margins, larger size, metropolitan location, nonprofit ownership, and higher staffing-adjusted workload. Geographic variation was also a factor, with lower adoption rates in the Midwest compared with the South.

“In providing the first national estimates of ambient AI adoption in US hospitals and identifying organizational correlates, our findings reveal uneven adoption patterns that could have important equity implications. If these technologies prove effective at reducing burnout and improving care quality, unequal access could widen existing disparities between well-resourced and under-resourced hospitals,” says Graetz.

The authors note that policy efforts, cost-effectiveness analysis, and implementation support—similar to those used to accelerate electronic health record adoption—may be needed to ensure that new AI technologies benefit the entire health care system.

 

Methadone treatment for opioid use rising, but better access needed to reach more




University of Pennsylvania School of Medicine





PHILADELPHIA— Methadone treatment for opioid use – which cuts the risk of death by overdose in half -- among individuals insured by Medicaid-insured increased substantially after 2010, according to a new Penn Medicine analysis.. But researchers say that since as few as a quarter of people with opioid use disorder receive medication treatment, the study highlights a need for expanded access.The research was published in JAMA Health Forum

“These medications allow people to focus on rebuilding their lives: Finding housing, reconnecting with family, working, and managing other health conditions,” said the study’s co-author, Ashish Thakrar, MD, an assistant professor of General Internal Medicine in Penn’s Perelman School of Medicine. “In other words, these medications are not just symptom relief, but they are cornerstones to recovery. They are saving lives.” 

In addition to significantly reducing the chance of death by opioid use disorder, treatment with medications like methadone and the related buprenorphine—which stabilize withdrawal symptoms and opioid cravings—have also been found to increase the likelihood that people will stick with their treatment plans. 

In addition to the gains in methadone, buprenorphine prescriptions were also found to increase, though at a higher rate, likely due to ease of access. 

Tracking the treatments 

Analyzing de-identified national data from 1999 to 2020 on methadone and buprenorphine prescriptions from the Medicaid program, which covers nearly 40 percent of Americans living with opioid use disorder, the researchers found very little use of methadone in 1999. Buprenorphine was not approved for opioid use disorder until 2002. 

By 2010, use of methadone and buprenorphine had increased modestly. Methadone use increased from 0.7 to 1.9 prescriptions per 1,000 Medicaid enrollees, and buprenorphine increased to 2.3 prescriptions per 1,000 enrollees through the decade.  

A much larger increase in the use of both treatments was seen beginning around 2011, with buprenorphine taking off more than methadone. Methadone prescriptions rose steadily to 6.2 prescriptions per 1,000 enrollees by 2020, roughly tripling its number from 10 years prior. The researchers saw roughly five times more people using buprenorphine for opioid use disorder in 2020 compared to 2010, with the rate standing at 12 people having prescriptions for it per 1,000 Medicaid enrollees. 

“Potential explanations for these increases include both the worsening of the opioid epidemic and efforts to increase access to the treatments because of their significant impact on saving lives,” said senior author Sean Hennessy, PharmD, PhD, a professor of Epidemiology.  

An issue of access 

Buprenorphine outpacing methadone’s increased use was not a surprising finding because it is much more easily accessed by the populations that need it: The medication can be prescribed by doctors in outpatient settings, including primary care. 

Methadone, according to federal law, can only be dispensed and taken at certified opioid treatment programs. 

“The regulation limits access to methadone, particularly in rural areas or urban spaces that lack adequate public transportation, and for people who might have some inflexible barriers like work or child care responsibilities,” said Thakrar said.  

While both buprenorphine and methadone are effective treatments, people who start methadone are more likely to remain in treatment for at least six months, the minimum amount of time required to see benefits from these medications.  

“It is also a more attractive treatment option for some patients with opioid addiction who fear the withdrawal that can occur when starting buprenorphine,” Thakrar explained. 

In recent years, there have been signs of increased in government interest in expanding methadone access for opioid treatment. The Substance Abuse and Mental Health Services Administration (SAMSHA), an agency within the U.S. Department of Health and Human Services, recently allowed for more take-home methadone use. And legislation allowing for methadone to be prescribed by addiction specialists from outpatient clinics, the Modernizing Opioid Treatment Access Act, was introduced in both chambers of Congress in 2023.  

The Senate version of the bill is on the legislative calendar, and the House of Representatives version was referred to the  House Energy and Commerce Subcommittee on Health. 

“This legislation could greatly expand access to methadone for opioid addiction because patients could access treatment from any clinical setting with an addiction specialist, not solely from licensed opioid treatment programs which have limited hours and space.” Thakrar said. 

 

Invisible actors in groundwater



Researchers from the Cluster of Excellence »Balance of the Microverse« at the University of Jena (Germany) discover previously unknown viruses and their central role in ecosystems



Friedrich-Schiller-Universitaet Jena

Water sampling well in the Hainich. 

image: 

Water sampling well in the Hainich.

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Credit: Akbar Adjie Pratama





More than 257,000 Viruses Discovered – Almost All New

The researchers analyzed large quantities of environmental genomic data (1.24 terabases) from seven groundwater wells at the Hainich Critical Zone Exploratory in Thuringia. The team identified over 257,000 viral operational taxonomic units, i.e. viruses at species level, 99 % of which were previously unknown.

Viruses Affect the Function of Their Microbial Hosts

The research team was particularly surprised to find that numerous viruses carrying so-called auxiliary metabolic genes (AMGs) were among the viruses detected. These AMGs allow viruses to reprogram host metabolism, directly influencing carbon, nitrogen, and sulfur cycling, processes central to ecosystem-level biogeochemical fluxes. Akbar Adjie Pratama (first author of the study) notes: »The occurrence and functional diversity of viral AMGs provide a baseline for investigating how viruses influence microbial community dynamics, metabolic reprogramming, and nutrient cycling in groundwater.«

Based on the widespread occurrence of AMGs, the researchers conclude that viruses play a role in modulating the metabolism of their microbial hosts. Although these conclusions are based on genomic data rather than experimental evidence, the results suggest that viruses have a significant impact on the groundwater microbiome.

New Perspectives on Complex Interactions

The data suggest that viruses do not only affect individual microbes, but also are integrated into complex microbial networks. Viruses could simultaneously control ultra-small organisms and their hosts—a mechanism previously only known from extreme habitats, such as acid mine drainage systems, hypersaline lakes, and hydrothermal ecosystems. By studying this groundwater system, while we often think of viruses infecting a single host, in groundwater it appears much more complicated than that. For example, viruses that infected the ultra-small microbes appear to be involved in a ménage à trois where three entities are infection impacted. The discovery of these multi-layer interactions expands the understanding of the groundwater microbiome and highlights the complex interconnectedness of these life communities. Furthermore, this study is hypothesis-generating, providing a foundation for future targeted experiments and studies.

Prof. Dr. Matthew B. Sullivan (co-corresponding author of the study) explains the significance of this finding: »Understanding viral roles in these systems is essential for predicting how groundwater ecosystems will react to environmental changes.«

»Our results show that viruses are not passive bystanders, but active players that influence key functions of the groundwater microbiome,« explains Prof. Dr. Kirsten Küsel, spokesperson for the Cluster.

Significance for the Environment and Water Management

The results also have practical relevance: understanding viral control over nutrient cycles provides the necessary indicators for modelling ecosystem responses. In future, changes in viral nutrient turnover can be used to predict how groundwater systems will respond to climate change, falling water levels or nutrient inputs. Furthermore, the knowledge about AMGs provides more precise models for global subsurface biogeochemical cycles and opens up potential for biotechnological applications.