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Clinical Trial Indicates A.I. Chatbots Could Aid Urgent Care
Sign up for the On Tech newsletter. Get our best tech reporting from the week. Get it sent to your inbox. Last year, nearly 100 people tried a new form of medical care at Beth Israel Deaconess Medical Center in Boston. After scheduling a visit with the hospital's urgent care facility, they
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A clinical study with Google's special chatbot shows a strong future for AI in healthcare
Google's medical AI could give doctors a useful second set of eyes AI is a useful tool for handling many tasks in private as well as professional settings, but medical advice, especially diagnosis, is one area where I generally draw the line. General-purpose chatbots tend to sound confident and
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Study in The Lancet suggests AI could improve patient-physician relationships.
Can AI safely assess patients' needs before they step into a doctor's office? A study led by researchers at Google and Beth Israel Deaconess Medical Center (BIDMC) and published in The Lancet today, offers an encouraging first look. As Google's first-ever publication in the main journal of The
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BIDMC Researchers Conduct First Real-World Study of Safety and Quality of Patient-Facing AI in Primary Care | Newswise
BOSTON - The aging population, workforce changes, and patients' increasingly complex medical needs are all factors straining primary care systems around the world. Artificial intelligence tools have emerged as a potential means of extending the capabilities of health care workers, including in
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Google's AMIE chatbot successfully completed an 8-month clinical trial at Beth Israel Deaconess Medical Center, helping doctors prepare for 75% of patient visits. The AI diagnostic chatbot matched final diagnoses 90% of the time and hallucinated only once across 98 patient interactions, marking a significant step for patient-facing conversational AI in urgent care settings.
Google's Articulate Medical Intelligence Explorer (AMIE chatbot) has successfully completed the first real-world clinical trial of patient-facing conversational AI in primary care, published in The Lancet. Between April and November 2025, 98 patients at Beth Israel Deaconess Medical Center used the AI diagnostic chatbot before their urgent care appointments, discussing symptoms and receiving possible diagnoses through a secure text-chat interface
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Source: Google
The study represents Google's first publication in the main journal of The Lancet and marks a significant milestone for AI in healthcare
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. Powered by Google's Gemini AI model, AMIE engaged patients up to five days before their appointments, gathering medical histories and generating summaries for physician review2
.Across all 98 completed encounters, not a single conversation required intervention based on predefined safety criteria. Board-certified internal medicine physicians monitored every interaction in real-time, ready to stop conversations if patients experienced emotional distress or safety concerns emerged
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. Supervising physicians identified only one hallucination—a misrepresented date—and provided additional clinical clarification in just five cases1
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Source: Digital Trends
The chatbot's differential diagnoses matched doctors' final diagnoses 90% of the time, with the correct answer appearing in AMIE's top three possibilities in 75% of cases
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. "They compared it to a high-performing medical student or resident," said Peter Brodeur, a resident physician at Beth Israel1
.Primary care providers reviewed AI-generated summaries before 44 patient visits. In 75% of cases, physicians reported the summaries helped them prepare for appointments, and in 57% of cases, the information may have influenced their clinical approach
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. Adam Rodman, Director of AI Programs at Beth Israel's Carl J. Shapiro Institute, emphasized that AMIE uses clinical reasoning specifically trained for medical diagnosis, making hallucinations less likely than general-purpose systems1
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Source: NYT
The technology addresses mounting healthcare worker strain from aging populations, workforce changes, and increasingly complex patient needs
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. However, experts stress these systems cannot replace trained doctors. "This is the technology of the future," said Robert Califf, a cardiologist at Duke and former FDA commissioner. "We should not take it for granted that this will reduce the load on the doctors, but it could also unearth problems that never would have taken the doctor's time"1
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Patients rated AMIE's conversational quality favorably across most measures, and attitudes toward AI in primary care improved after interactions with the chatbot
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. Patients appreciated the system's ability to listen, explain information, and help them feel at ease. However, patient trust emerged as a key concern, particularly regarding confidentiality and the chatbot's honesty4
."None of our patients trusted it until they realized that it was handing-off their doctor," said Rodman
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. Research suggests patient trust in medical AI systems flows from relationships with human providers, underscoring the importance of maintaining patient-physician relationships4
.Google has launched a nationwide trial comparing patient visits with and without chatbots to evaluate AMIE's impact at scale
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. The clinical trial at Beth Israel was designed primarily to test safety, establishing baseline characteristics for future prospective trials exploring when human-on-the-loop workflows may be appropriate in clinical workflows4
.Experts see potential for AI acting as a second set of eyes rather than making final diagnostic calls. Similar approaches already exist in healthcare with medical coding tools that comb through doctors' notes and patient records for secondary diagnoses
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. The findings suggest AI could enhance patient-physician relationships while easing strain on healthcare workers, though larger trials are needed to assess patient-facing conversational AI at scale3
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