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
Study Finds Men Far More Likely Than Women to ‘Hit the Wall’ in Marathons
Health
Study Links Higher Coffee Consumption to Lower Risk of Liver Disease
Regular coffee consumption may help reduce the risk of serious liver diseases, including cirrhosis, liver cancer and liver-related deaths, according to a new study published in the journal Clinical Gastroenterology and Hepatology.
The research found that people who consumed higher amounts of coffee, including decaffeinated varieties, were less likely to develop chronic liver conditions than those who drank little or no coffee. The findings add to growing evidence that coffee may play a role in supporting long-term liver health, although researchers stressed that the results do not prove a direct cause-and-effect relationship.
The study examined data from more than 350,000 participants enrolled in the UK Biobank, one of the world’s largest long-term health research projects. None of the participants had cirrhosis or liver cancer at the beginning of the study. Researchers monitored their health over a period of 13 years to assess how coffee consumption affected liver-related outcomes.
According to the findings, participants who drank five or more cups of coffee each day had a 32 percent lower risk of developing cirrhosis than those who consumed little or no coffee. They also recorded a 47 percent lower risk of liver cancer and a 42 percent reduction in deaths linked to liver disease.
Researchers found additional indicators of improved liver health among regular coffee drinkers. Participants with higher coffee intake showed lower levels of liver fat, liver iron, fibrosis and inflammation. Blood tests also revealed increased levels of proteins associated with healthy liver function, while markers linked to liver scarring and inflammation were generally lower.
The findings come as liver disease continues to pose a major global health challenge. A separate study published in 2023 estimated that liver disease causes around two million deaths each year, accounting for about four percent of all deaths worldwide. Men account for nearly two-thirds of those fatalities.
Despite the encouraging results, the researchers urged caution in interpreting the findings. Senior study author Ju Dong Yang said moderate coffee consumption appears to be beneficial for people who already enjoy drinking coffee and tolerate it well.
“Our findings support moderate coffee consumption for people who already enjoy and tolerate it well,” Yang said.
He added that the study does not provide sufficient evidence to recommend that people who do not currently drink coffee should begin doing so solely to reduce their risk of liver disease.
Health experts continue to advise that maintaining a healthy weight, limiting alcohol consumption, eating a balanced diet and managing conditions such as obesity and diabetes remain the most effective ways to reduce the risk of chronic liver disease. Researchers said additional studies are needed to better understand which compounds in coffee may contribute to its potential protective effects.
Health
Lancet Review Finds mRNA Vaccines Safe and Highly Effective, Calls for Wider Global Access
A comprehensive review of data covering billions of administered doses of mRNA vaccines has concluded that the technology remains both safe and highly effective in preventing infectious diseases, with researchers urging governments and health organisations to focus on expanding global access.
The review, published in The Lancet, examined evidence gathered since mRNA vaccines were first deployed on a large scale during the COVID-19 pandemic. Researchers found that the vaccines continue to provide strong protection against severe illness while serious side effects remain uncommon.
Unlike conventional vaccines, mRNA vaccines work by delivering genetic instructions that enable the body’s cells to produce a harmless viral protein. This process trains the immune system to recognise and respond to future infections without altering a person’s DNA.
According to the review, mRNA vaccines were 87% effective in preventing confirmed SARS-CoV-2 infections within 14 to 42 days after vaccination. The vaccines also demonstrated 93% effectiveness in preventing hospital admissions and 94% effectiveness in preventing deaths related to COVID-19 during the same period.
Researchers noted that immunity declines over time, but booster doses restore a significant portion of the lost protection.
The review also assessed vaccine safety across billions of administered doses. It found that serious adverse events, including myocarditis, pericarditis and anaphylaxis, occurred very rarely. Most reported reactions, such as pain at the injection site, fatigue and fever, were mild to moderate and typically resolved within a few days.
“Across billions of administered doses, serious adverse events have been rare, well characterised, and consistently outweighed by the substantial protection conferred against severe disease, hospitalisation, and death,” the researchers wrote.
The review concluded that the vaccines have proven effective across a broad range of populations, including children, older adults, pregnant women and people with weakened immune systems.
Researchers also highlighted the growing potential of mRNA technology beyond infectious diseases. They said ongoing research could lead to personalised cancer vaccines designed to match an individual patient’s tumour characteristics, opening new possibilities for targeted treatment.
Co-author Manish Sadarangani of the University of British Columbia and BC Children’s Hospital Research Institute said mRNA vaccines have already changed how the world responds to emerging infectious diseases and could continue to play an important role in preventive medicine and cancer care.
The review also noted that improvements in vaccine storage, including higher-temperature storage methods and freeze-drying technologies, could simplify transportation, reduce waste and improve access in remote regions.
Despite these advances, the researchers stressed that manufacturing capacity and equitable distribution remain major challenges. They called for greater investment in local production, technology transfer and stronger regulatory systems, particularly in low- and middle-income countries.
Co-author Robin Shattock of Imperial College London said expanding manufacturing networks and strengthening regional production capabilities would shorten supply chains, lower costs and help ensure countries have faster access to vaccines during future global health emergencies.
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