e.g. mhealth
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Skip search results from other journals and go to results- 28 Journal of Medical Internet Research
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Key inclusion criteria were self-referred walk-in patients aged 18 years or older with sufficient German or English language proficiency, the ability to provide informed consent, and a treatment urgency rating of yellow, green, or blue according to the Manchester Triage System (ie, MTS 3-5, respectively) as assigned by the triage nurse.
J Med Internet Res 2025;27:e64028
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In addition, AI systems hold great promise to make patient flows more efficient at the admission of patients by improving triage [4,5].
Traditionally, triage involves a health care professional taking the patient’s medical history to systematically decide the optimal prioritization and assess the appropriate treatment for the patient.
J Med Internet Res 2025;27:e53741
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A triage system is a standardized system for rapid patient decision-making used in emergency departments (EDs) worldwide. Most systems classify patients into different emergency levels based on symptoms and clinical signs [1]. Triage systems are frequently established on the basis of expert opinion and may not consistently undergo validation [2]. Preventing triage misclassification is the main objective of triage.
J Med Internet Res 2024;26:e56382
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The triage (level/urgency of care to seek) and diagnostic accuracy of the GPT-3 model were recently compared with 5000 lay individuals using the internet and 21 practicing primary care physicians [4]. The triage ability of GPT-3 was significantly inferior to that of physicians, having similar accuracy to lay individuals. The diagnostic ability was close to but below that of physicians [4]. It is uncertain whether more recent frontier LLMs are still inferior to physicians on this benchmark.
J Med Internet Res 2024;26:e67409
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The triage app is developed using Google’s Flutter framework [18], which supports multiple platforms from a single codebase—an essential feature for training and future use by different organizations. The app’s user interface is designed for ease of use during triage, transitioning from flowchart-based designs to a page flow that represents the triage algorithms.
J Med Internet Res 2024;26:e65728
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They cannot show up physically at the OOH-PC service without a prior telephone triage call. Triage GPs perform telephone triage with the use of video (video contact) or without the use of video (telephone contact), but without a clinical decision support tool. When answering a telephone triage contact, the triage GP gathers information about the reason for the encounter. Based on this information and their clinical experience, the triage GP decides if the telephone triage contact is suitable for video use.
JMIR Hum Factors 2024;11:e52301
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Among the many possible uses for Chat GPT in medicine, patient triage is an interesting case study. AI-guided triage could be particularly useful in disaster medicine, where circumstances may require inexperienced health care providers to perform triage. One can imagine triage performed by AI where the provider enters patient information as text, and the patient’s triage code is outputted. This might allow physicians, first responders, nurses, or even the patients themselves to perform triage.
J Med Internet Res 2024;26:e55648
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This is medical triage, and it involves directing patients to the most suitable location within an appropriate time frame. In clinical practice, triage assessment and guidance are usually done by health care professionals either over the phone or face to face, for example, at a health care center [14]. Triage takes up a lot of professionals’ time and its quality varies.
JMIR Hum Factors 2024;11:e55099
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An important enabler of this model is the use of OC systems for improving access and supporting care navigation and triage in general practice.
OC system
An OC system is an online facility that allows a patient or carer to seek advice or information related to the patient’s health or to make a clinical or administrative request through completing an electronic form.
JMIR Public Health Surveill 2024;10:e46485
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While there have been literature reviews outlining ML methods in emergency settings [14-16], no specific review touches on prehospital telemedicine triage services. Related reviews such as Sánchez-Salmerón et al [15] focused on in-person triage, as opposed to prehospital and remote triage.
Interact J Med Res 2024;13:e56729
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