Research graph
References from Evidence-Grounded, Role-Adaptive Conversational AI for Occupational Therapists and Caregivers in Neurodevelopmental Care: A Comprehensive Narrative Review and Sociotechnical Reference Architecture. Local targets link to admitted publications; unresolved targets remain external evidence.
Applications and concerns of ChatGPT and other conversational large language models in health care: Systematic review
10.2196/22769 · 2024 · External reference
Current applications and challenges in large language models for patient care: A systematic review
10.1038/s43856-024-00717-2 · 2025 · External reference
Unresolved reference
External reference
Retrieval-augmented generation for knowledge-intensive NLP tasks
2020 · External reference
Almanac: Retrieval-augmented language models for clinical medicine
10.1056/aioa2300068 · 2024 · External reference
Optimization of hepatological clinical guidelines interpretation by large language models: A retrieval augmented generation-based framework
10.1038/s41746-024-01091-y · 2024 · External reference
An automated framework for assessing how well LLMs cite relevant medical references
10.1038/s41467-025-58551-6 · 2025 · External reference
Evaluation of generative language models in personalizing medical information: Instrument validation study
10.2196/54371 · 2024 · External reference
10.5014/ajot.2020.74s2001
10.5014/ajot.2020.74s2001 · External reference
Unresolved reference
External reference
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
10.1136/bmj-2024-081554 · 2025 · External reference
Unresolved reference
External reference
10.3390/aimed1020016
10.3390/aimed1020016 · External reference
SANRA—A scale for the quality assessment of narrative review articles
10.1186/s41073-019-0064-8 · 2019 · External reference
Writing narrative literature reviews for peer-reviewed journals: Secrets of the trade
10.1016/s0899-3467(07)60142-6 · 2006 · External reference
10.1186/1471-2288-13-37
10.1186/1471-2288-13-37 · External reference
Retrieval-augmented generation for generative artificial intelligence in health care
10.1038/s44401-024-00004-1 · 2025 · External reference
Evaluation of the integration of retrieval-augmented generation in large language model for breast cancer nursing care responses
10.1038/s41598-024-81052-3 · 2024 · External reference
SurgeryLLM: A retrieval-augmented generation large language model framework for surgical decision support and workflow enhancement
10.1038/s41746-024-01391-3 · 2024 · External reference
10.1371/journal.pdig.0000877
10.1371/journal.pdig.0000877 · External reference
10.18653/v1/2024.emnlp-main.62
10.18653/v1/2024.emnlp-main.62 · External reference
Evaluation of prompts to simplify cardiovascular disease information generated using a large language model: Cross-sectional study
10.2196/55388 · 2024 · External reference
Second opinion needed: Communicating uncertainty in medical machine learning
10.1038/s41746-020-00367-3 · 2021 · External reference
10.1038/s41746-026-02882-1
10.1038/s41746-026-02882-1 · External reference
Weaving the future: A TAPESTRY framework for artificial intelligence in practice
2026 · External reference
10.3390/healthcare14081098
10.3390/healthcare14081098 · External reference
Personal health large language models and the negotiation of medical authority in clinical care: Opportunities, risks, and governance
10.2196/91727 · 2026 · External reference
Developing provider digital twins for personalized provider–patient communication via a RAG-based conversational framework
10.1016/j.csbj.2025.12.007 · 2026 · External reference
Evaluation framework for conversational agents with artificial intelligence in health interventions: A systematic scoping review
10.1093/jamia/ocad222 · 2024 · External reference
Artificial intelligence in occupational therapy: Comparing ChatGPT and occupational therapist approaches in assessment and intervention
10.1177/03080226251368231 · 2026 · External reference
Artificial intelligence in occupational therapy documentation: Chatbot vs. occupational therapists
10.1177/20552076251386657 · 2025 · External reference
Validation of the safety, empathy and utility of a large language model conversation agent for parents of autistic and neurodivergent children
10.1038/s41598-026-44254-5 · 2026 · External reference
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
10.1038/s41591-022-01772-9 · 2022 · External reference
Improving large language model applications in biomedicine with retrieval-augmented generation: A systematic review, meta-analysis, and clinical development guidelines
10.1093/jamia/ocaf008 · 2025 · External reference
Generative AI/LLMs for plain language medical information for patients, caregivers and general public: Opportunities, risks and ethics
10.2147/ppa.s527922 · 2025 · External reference
Exploring evaluation measures of large language models for family caregiver use: A scoping review
10.1177/20552076261425343 · 2026 · External reference
10.3390/brainsci15010047
10.3390/brainsci15010047 · External reference
10.3390/children13020161
10.3390/children13020161 · External reference
Co-design and Development of an Occupational Therapy Conversational AI System for Neurodevelopmental Care in Greece: A Mixed-Methods Protocol
10.14295/bjs.v6i2.943 · 2027 · External reference
Bibliometric and Science Mapping Analysis of Occupational Therapy Research in Greece (1977–2025)
10.14295/bjs.v6i1.931 · 2027 · External reference
10.3390/ijerph182312740
10.3390/ijerph182312740 · External reference
Digital Health and Mobile Health: A Bibliometric Analysis of the 100 Most Cited Papers and Their Contributing Authors
10.37349/edht.2024.00013 · 2024 · External reference
10.3390/jcm8030360
10.3390/jcm8030360 · External reference
10.3390/ime5030093
10.3390/ime5030093 · External reference
Developing provider digital twins for personalized provider–patient communication via a RAG-based conversational framework
10.1016/j.csbj.2025.12.007 · ExternalCitation · doi-reference
Writing narrative literature reviews for peer-reviewed journals: Secrets of the trade
10.1016/s0899-3467(07)60142-6 · ExternalCitation · doi-reference
An automated framework for assessing how well LLMs cite relevant medical references
10.1038/s41467-025-58551-6 · ExternalCitation · doi-reference
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
10.1038/s41591-022-01772-9 · ExternalCitation · doi-reference
Evaluation of the integration of retrieval-augmented generation in large language model for breast cancer nursing care responses
10.1038/s41598-024-81052-3 · ExternalCitation · doi-reference
Validation of the safety, empathy and utility of a large language model conversation agent for parents of autistic and neurodivergent children
10.1038/s41598-026-44254-5 · ExternalCitation · doi-reference
Second opinion needed: Communicating uncertainty in medical machine learning
10.1038/s41746-020-00367-3 · ExternalCitation · doi-reference
Optimization of hepatological clinical guidelines interpretation by large language models: A retrieval augmented generation-based framework
10.1038/s41746-024-01091-y · ExternalCitation · doi-reference
SurgeryLLM: A retrieval-augmented generation large language model framework for surgical decision support and workflow enhancement
10.1038/s41746-024-01391-3 · ExternalCitation · doi-reference
10.1038/s41746-026-02882-1
10.1038/s41746-026-02882-1 · ExternalCitation · doi-reference
Current applications and challenges in large language models for patient care: A systematic review
10.1038/s43856-024-00717-2 · ExternalCitation · doi-reference
Retrieval-augmented generation for generative artificial intelligence in health care
10.1038/s44401-024-00004-1 · ExternalCitation · doi-reference
Almanac: Retrieval-augmented language models for clinical medicine
10.1056/aioa2300068 · ExternalCitation · doi-reference
Evaluation framework for conversational agents with artificial intelligence in health interventions: A systematic scoping review
10.1093/jamia/ocad222 · ExternalCitation · doi-reference
Improving large language model applications in biomedicine with retrieval-augmented generation: A systematic review, meta-analysis, and clinical development guidelines
10.1093/jamia/ocaf008 · ExternalCitation · doi-reference
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
10.1136/bmj-2024-081554 · ExternalCitation · doi-reference
Artificial intelligence in occupational therapy: Comparing ChatGPT and occupational therapist approaches in assessment and intervention
10.1177/03080226251368231 · ExternalCitation · doi-reference
Artificial intelligence in occupational therapy documentation: Chatbot vs. occupational therapists
10.1177/20552076251386657 · ExternalCitation · doi-reference
Exploring evaluation measures of large language models for family caregiver use: A scoping review
10.1177/20552076261425343 · ExternalCitation · doi-reference
10.1186/1471-2288-13-37
10.1186/1471-2288-13-37 · ExternalCitation · doi-reference
SANRA—A scale for the quality assessment of narrative review articles
10.1186/s41073-019-0064-8 · ExternalCitation · doi-reference
10.1371/journal.pdig.0000877
10.1371/journal.pdig.0000877 · ExternalCitation · doi-reference
Bibliometric and Science Mapping Analysis of Occupational Therapy Research in Greece (1977–2025)
10.14295/bjs.v6i1.931 · ExternalCitation · doi-reference
Co-design and Development of an Occupational Therapy Conversational AI System for Neurodevelopmental Care in Greece: A Mixed-Methods Protocol
10.14295/bjs.v6i2.943 · ExternalCitation · doi-reference
10.18653/v1/2024.emnlp-main.62
10.18653/v1/2024.emnlp-main.62 · ExternalCitation · doi-reference
Generative AI/LLMs for plain language medical information for patients, caregivers and general public: Opportunities, risks and ethics
10.2147/ppa.s527922 · ExternalCitation · doi-reference
Applications and concerns of ChatGPT and other conversational large language models in health care: Systematic review
10.2196/22769 · ExternalCitation · doi-reference
Evaluation of generative language models in personalizing medical information: Instrument validation study
10.2196/54371 · ExternalCitation · doi-reference
Evaluation of prompts to simplify cardiovascular disease information generated using a large language model: Cross-sectional study
10.2196/55388 · ExternalCitation · doi-reference
Personal health large language models and the negotiation of medical authority in clinical care: Opportunities, risks, and governance
10.2196/91727 · ExternalCitation · doi-reference
10.3390/aimed1020016
10.3390/aimed1020016 · ExternalCitation · doi-reference
10.3390/brainsci15010047
10.3390/brainsci15010047 · ExternalCitation · doi-reference
10.3390/children13020161
10.3390/children13020161 · ExternalCitation · doi-reference
10.3390/healthcare14081098
10.3390/healthcare14081098 · ExternalCitation · doi-reference
10.3390/ijerph182312740
10.3390/ijerph182312740 · ExternalCitation · doi-reference
10.3390/ime5030093
10.3390/ime5030093 · ExternalCitation · doi-reference
10.3390/jcm8030360
10.3390/jcm8030360 · ExternalCitation · doi-reference
Digital Health and Mobile Health: A Bibliometric Analysis of the 100 Most Cited Papers and Their Contributing Authors
10.37349/edht.2024.00013 · ExternalCitation · doi-reference
10.5014/ajot.2020.74s2001
10.5014/ajot.2020.74s2001 · ExternalCitation · doi-reference
