Effectiveness of a Large Language Model-Based Educational Tool on Intraocular Lens Options
Ориентир для пациента и семьи
Простыми словами
Автоматическая сводка по структурированным данным реестра. Она помогает сориентироваться, но не заменяет официальный протокол или оценку врача.
- Что изучают
- В протоколе указаны: LLM-based Education.
- Кому может быть актуально
- Состояния в реестре: Eye Disorders, Cataract Extraction, Cataract and IOL Surgery, Cataract Surgery Experience. Базовые параметры: от 18 лет · Все.
- Что важно проверить
- Возраст, диагноз и пол — только базовые ориентиры. Предыдущее лечение, анализы и другие обязательные условия указаны ниже в критериях участия.
- Где проводится
- США
- Следующий шаг
- Сохраните исследование, покажите его лечащему врачу и уточните актуальный статус у исследовательского центра. Расходы, документы и поездка →
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Официальное название
Effectiveness of a Large Language Model-Based Educational Tool on Intraocular Lens Options: A Randomized Controlled Trial
Обзор
Patients with cataracts disease need to choose what type of artificial lens will go into their eye prior to surgery date. Some lenses are standard and are usually covered by insurance. Other "premium" lenses have various benefits such as reducing the need for glasses but usually require out-of-pocket costs. The combined busy outpatient clinic and complexity of artificial lens choices in the ever-changing world of cataract surgery tends to lead patients confused about their available lens options. There is an abundance of educational material present in premium lenses, however these are limited by accessibility and are standardized at single educational levels. Therefore in the present study, we want to test whether giving patients a short LLM powered AI-guided explanation from Custom GPT from OpenAI of lens options prior to their consultation with their doctor can improve visit efficiency, physician explanation and patient understanding of lens options. We will compare two groups: standard of care versus standard of care plus AI education. The LLM in this study is intended to provide supplemental information about premium intraocular lens(IOLs) options to study participants, and is no means supposed to replace a health care professional in the diagnosis, cure, treatment, and/or mitigation of disease. Study is analogous to giving a verified health pamphlet to a patient for them to view and learn different IOL options, in other words, facilitating patient understanding of their options. The LLM will be trained by several health care professionals and MD specialists to provide sufficient instructions. Sources will include verified online resources and MD information. The investigators hope to learn if a large language model-based educational tool can improve visit efficiency, physician explanation and patient understanding of intraocular lens options. New knowledge of this study could guide how cataract counseling is delivered in the future and may help clinics spend more time on individualized questions instead of repeating generic information.
Вмешательства
- Другое LLM-based Education
Participants will receive audio education powered by a large language model (LLM) before seeing the fellow or attending physician. The LLM will be presented using a 10 inch tablet or laptop device by a trained research team member. The interaction is intended to be self-guided, with no interference from the staff unless the LLM displays incorrect or "hallucinated" content. In such cases, the research staff will immediately correct any misinformation and record the occurrence, including details a
Первичные конечные точки
- Total Consultation Time [Срок оценки: Same Day of Enrollment up to 2 hours]
Вторичные конечные точки (2)
- Patient satisfaction scale score as measured by Client Satisfaction Questionnaire-8 (CSQ-8) [Срок оценки: Same Day of Enrollment up to 2 hours]
- Percentage of Monofocal Lens Chosen as IOL of Choice Between Arms [Срок оценки: Up to 4 weeks post enrollment]
Критерии участия
Критерии включения
- Age 18 or older
- Presenting for cataract evaluation or preoperative cataract counseling in the ophthalmology clinic
- Able to provide informed consent
- English-speaking
- No prior cataract surgery in either eye (so that all patients are making a first-eye IOL decision)
Критерии исключения
- Any cognitive impairment or hearing impairment that prevents meaningful counseling or survey completion
- Urgent ocular condition requiring immediate attention that would override routine cataract counseling (for example, acute retinal detachment)
- Patient declines or is unable to complete the brief post-visit survey
- Has ocular conditions that would impact eligibility of non-monofocal lens options
Критерии приведены из реестра в оригинале (на английском). Окончательную оценку соответствия проводит исследовательский центр.
Здоровые добровольцы: Нет
Дизайн исследования
- Распределение
- Рандомизированное
- Модель
- Параллельные группы
- Маскирование
- Простое слепое
- Основная цель
- Лечение
Центры проведения
США · 1 центр
- Byers Eye Institute — Palo Alto
Идентификаторы
NCT: NCT07317661 · 82807