ArticleJournal of general internal medicine2024
Chatting Beyond ChatGPT: Advancing Equity Through AI-Driven Language Interpretation.
Article in Journal of general internal medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07666399 (Evaluating Artificial Intelligence for Language Translation of Health-related Knowledge Mobilization Resources), which is not on this map. Cited by 13 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Evaluating Artificial Intelligence for Language Translation of Health-related Knowledge Mobilization Resources: A Randomized Controlled Trial and Qualitative Study
Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Clinical Implementation of Artificial Intelligence Scribes in Health Care: A Systematic Review.Applied clinical informatics · 2025Pooled it
- Beyond translation: A review into preserving human connection in AI-mediated health language interpretation.PLOS digital health · 2026Article
- Reflections on the value of Canadian multiculturalism in health care delivery: Systems-level imperative for new Canadians.Canadian family physician Medecin de famille canadien · 2025Article
- Article
- AI language model rivals expert ethicist in perceived moral expertise.Scientific reports · 2025Article
- Evaluation of Language Disparity in Adequacy of Bowel Preparation for Colonoscopy and Adenoma Detection Rate.Gastro hep advances · 2025Article
- Artificial Intelligence to Promote Racial and Ethnic Cardiovascular Health Equity.Current cardiovascular risk reports · 2024Article
- ChatGPT's Role in Improving Education Among Patients Seeking Emergency Medical Treatment.The western journal of emergency medicine · 2024Article
- Artificial Intelligence in Multilingual Interpretation and Radiology Assessment for Clinical Language Evaluation (AI-MIRACLE).Journal of personalized medicine · 2024Article
- Through the eyes of Spanish-speaking patients, caregivers, and community leaders: a qualitative study on the in-patient hospital experience.International journal for equity in health · 2024Article
- Language interpretation and translation in emergency care: A scoping review protocol.PloS one · 2024Article
- From barrier to enabler: Transforming language for global health collaboration.PLOS global public health · 2024Article
- A review of ophthalmology education in the era of generative artificial intelligence.Asia-Pacific journal of ophthalmology (Philadelphia, Pa.)Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Medical interpretation is an underutilized resource, despite its legal mandate and proven efficacy in improving health outcomes for populations with low English proficiency. This disconnect can often be attributed to the costs and wait-times associated with traditional means of interpretation, making the service inaccessible and burdensome. Technology has improved access to translation through phone and video interpretation; with the acceleration of artificial intelligence (AI) large language models, we have an opportunity to further improve interpreter access through real-time, automated translation. The impetus to utilize this burgeoning tool for improved health equity must be combined with a critical view of the safety, privacy, and clinical decision-making risks involved. Physicians must be active participants and collaborators in both the mobilization of AI tools to improve clinical care and the development of regulations to mitigate harm.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.