Health
Study Finds AI Systems Can Repeat Fake Medical Claims When Framed Credibly
“Large language models accept fake medical claims if presented as realistic in medical notes and social media discussions, a study has found.”
As more people turn to the internet to research symptoms, compare treatments and share personal health experiences, artificial intelligence tools are increasingly being used to answer medical questions. A new study warns that many of these systems remain vulnerable to medical misinformation, particularly when false claims are presented in authoritative or realistic language.
The findings, published in The Lancet Digital Health, show that leading artificial intelligence systems can mistakenly repeat incorrect medical information when it appears in formats that resemble professional healthcare documents or trusted online discussions. Researchers analysed how large language models respond when faced with false medical statements written in a credible tone.
The study examined responses from 20 widely used language models, including systems developed by OpenAI, Meta, Google, Microsoft, Alibaba and Mistral AI, as well as several models specifically fine-tuned for medical use. In total, researchers assessed more than one million prompts designed to test whether AI would accept or reject fabricated health information.
Fake statements were inserted into real hospital discharge notes, drawn from common health myths shared on Reddit, or embedded in simulated clinical scenarios written to resemble authentic healthcare guidance. Across all models tested, incorrect information was accepted around 32 percent of the time. Performance varied significantly, with smaller or less advanced models accepting false claims in more than 60 percent of cases, while more advanced systems, including ChatGPT-4o, did so in roughly 10 percent of responses.
The researchers also found that medical fine-tuned models performed worse than general-purpose systems, raising concerns about tools designed specifically for healthcare use.
“Our findings show that current AI systems can treat confident medical language as true by default, even when it’s clearly wrong,” said Eyal Klang of the Icahn School of Medicine at Mount Sinai, one of the study’s senior authors. He added that how a claim is written often matters more to the model than whether it is accurate.
Some of the accepted misinformation could pose real risks to patients. Several models endorsed claims such as Tylenol causing autism during pregnancy, rectal garlic boosting immunity, mammograms causing cancer, and tomatoes thinning blood as effectively as prescription medication. In another case, a discharge note incorrectly advised patients with oesophageal bleeding to drink cold milk, which some models repeated without flagging safety concerns.
The study also tested how AI systems responded to flawed arguments known as fallacies. While many fallacies prompted scepticism, models were more likely to accept false claims framed as expert opinions or warnings of catastrophic outcomes.
Researchers say future work should focus on measuring how often AI systems pass on falsehoods before they are used in clinical settings. Mahmud Omar, the study’s first author, said the dataset could help developers and hospitals stress-test AI tools and track improvements over time.
The authors said stronger safeguards will be essential as AI becomes more deeply embedded in healthcare decision-making.
Health
France Records 5,764 Excess Deaths During Deadliest Heatwave Since 2003
At least 5,764 excess deaths were recorded in France during last month’s record-breaking heatwave, making it the country’s deadliest heat event since 2003, according to new figures from the national public health agency.
Between June 17 and July 2, 21,674 people died in France, compared with an estimated 15,910 deaths expected under normal conditions, Santé publique France said in a bulletin published Wednesday.
The agency described the figure as the highest excess all-cause mortality recorded during a heatwave since 2003. That year’s extreme heat event caused nearly 15,000 deaths across France.
The latest heatwave was notable for its timing, intensity and duration. It struck early in the summer, when schools and workplaces were still operating normally, and exposed almost the entire French population to extreme temperatures.
For the first time, the public health agency recorded excess all-cause mortality across every age group from 15 years old and above. The agency said the pattern demonstrated the exceptional intensity and prolonged nature of the heat exposure.
People aged 75 and over accounted for around two-thirds of the provisional death toll, with at least 3,719 excess deaths recorded in that age group. However, deaths also increased among younger adults, making the event different from many previous heatwaves, when the impact was concentrated mainly among the elderly.
Mortality rose in hospitals, private homes and nursing homes. Almost half of the excess deaths occurred in hospitals, according to the preliminary data.
Santé publique France stressed that the excess deaths cannot yet be directly attributed to heat in every individual case. However, the scale and distribution of the increase point to the wider health impact of the extreme temperatures.
The agency said the findings showed the need for governments and health authorities to introduce prevention and response measures before temperatures reach crisis levels.
“These impacts highlight the importance of implementing management and prevention measures to reduce the impact of heat on the population without waiting for health impacts to become apparent,” the agency said.
The French figures came as other Western European countries reported thousands of additional deaths during a heatwave in early July. Preliminary estimates suggested more than 4,000 people died across the region during that period.
The World Health Organization’s European office called on governments at the end of June to treat extreme heat as a major health crisis and strengthen the ability of health systems to respond.
Public health officials have warned that longer and more intense heatwaves are placing growing pressure on hospitals, care facilities and emergency services, increasing the need for early warnings and stronger protection measures.
Health
Up to Five Cups of Coffee a Day May Be Safe for Most Adults, Review Finds
Drinking up to five cups of coffee a day may be safe for most adults and could be associated with a lower risk of several health problems, according to a major review by the American Heart Association.
The review found that consuming up to 400 milligrams of caffeine a day, roughly equivalent to five cups of caffeinated coffee, does not generally increase cardiovascular risk for most adults. Moderate consumption, particularly between two and four cups daily, was also linked to the lowest risk of death in the research examined.
“The equivalent of up to five cups of caffeinated coffee per day without added sugars or fillers is safe and does not increase cardiovascular risk,” said Gregory M. Marcus, a co-author of the paper and professor of medicine at the University of California, San Francisco.
The analysis found that moderate coffee consumption may be associated with better heart health and a lower risk of conditions including heart failure, heart disease and stroke. Some individuals also appeared to have a lower risk of high blood pressure and type 2 diabetes.
Coffee is the main source of caffeine for many adults, but daily intake can also come from tea, chocolate, fizzy drinks and some over-the-counter and prescription medicines. The researchers said less is known about the effects of caffeine from these sources, particularly at high levels.
Energy drinks were highlighted as an area requiring further study because large amounts of caffeine and other ingredients may pose cardiovascular risks.
Caffeine is processed by the liver and usually reaches its highest concentration in the blood within about an hour of consumption. The way people respond to it varies widely, however, depending on genetics, metabolism, age and previous caffeine intake.
Regular coffee drinkers may develop some tolerance, while others can experience strong effects from relatively small amounts.
“Although research suggests that caffeine consumption may be associated with certain cardiovascular benefits for some people, it’s important to remember that there is no ‘one-size-fits-all’ strategy for safe caffeine consumption,” Marcus said.
He added that an amount that is reasonable for one person could cause side effects such as heart palpitations, anxiety or sleep disruption in another.
The researchers also warned that the way coffee is prepared can affect its overall health impact. Large amounts of added sugar, flavoured syrups and high-calorie dairy products can significantly increase calorie intake and may reduce the potential benefits associated with coffee itself.
The findings suggest that moderate, unsweetened coffee consumption can fit into a healthy lifestyle for many adults, but individual tolerance remains an important factor when deciding how much caffeine to consume.
Health
Summer Heat Linked to Seasonal Depression as Mental Health Concerns Rise Worldwide
Seasonal depression is commonly associated with the short, dark days of winter, but health experts are warning that hot weather and prolonged heatwaves can also trigger a lesser-known form of the condition during the summer months.
Medical professionals say Summer Seasonal Affective Disorder (SAD) is a recognised type of depression that follows a seasonal pattern and can significantly affect daily life. Although far less common than winter SAD, experts stress that it should be treated as a serious mental health condition.
According to a recent study, summer SAD affects around 0.57% of the global population, compared with about 5% for the winter form of the disorder. Rising temperatures, frequent heatwaves and tropical nights have been identified as factors that can contribute to symptoms in vulnerable individuals.
Unlike winter depression, which is often linked to reduced daylight and social isolation, summer SAD is associated with excessive heat, disrupted sleep and physical discomfort. Symptoms may include insomnia, loss of appetite, anxiety, agitation and persistent low mood. In severe cases, the condition can interfere with work, relationships and everyday activities.
Adam Borland, a clinical psychologist at the Cleveland Clinic, said people experiencing symptoms may benefit from maintaining a regular daily routine, limiting exposure to extreme heat and making sleep a priority. He added that anyone with severe or persistent symptoms should seek professional medical care.
The warning comes as mental health conditions continue to rise across the world. A recent analysis from the Global Burden of Disease Study, published in The Lancet, estimated that approximately 1.2 billion people, or around 15% of the global population, were living with a mental health condition in 2023.
The study found that the number of people affected by mental health disorders increased by 95% between 1990 and 2023. During the same period, mental disorders climbed from the 12th to the fifth leading cause of health loss worldwide.
Major depressive disorder and anxiety disorders recorded some of the sharpest increases. Cases of major depression rose by 131%, while anxiety disorders increased by 158%, making them the two most common mental health conditions globally.
Researchers behind the Global Burden of Disease Study said meeting the growing demand for mental health services should be regarded as a public health priority, particularly for vulnerable groups.
The situation is also a concern across Europe. The World Health Organization estimates that one in six people in the European region, around 140 million individuals, lives with a mental health condition. Despite the high number of cases, only one in three people suffering from depression receive the treatment they need.
Health experts have also highlighted the lasting impact of the COVID-19 pandemic. Depression and anxiety among young people have increased by an estimated 25% since the pandemic, while suicide has become the leading cause of death among people aged 15 to 29 in the European region.
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