Research graph
References from The Verification Gap: Artificial Intelligence Adoption, Hallucination Awareness, and Verification Practices Among Medical Trainees and Professionals in Pakistan. Local targets link to admitted publications; unresolved targets remain external evidence.
Large language models in medicine
10.1038/s41591-023-02448-8 · 2023 · External reference
Performance of ChatGPT on USMLE: potential for AI-assisted medical education using large language models
10.1371/journal.pdig.0000198 · 2023 · External reference
Large language models in medical education: opportunities, challenges, and future directions
10.2196/48291 · 2023 · External reference
Evaluating the feasibility of ChatGPT in healthcare: an analysis of multiple clinical and research scenarios
10.1007/s10916-023-01925-4 · 2023 · External reference
Survey of hallucination in natural language generation
10.1145/3571730 · 2023 · External reference
Artificial hallucinations in ChatGPT: implications in scientific writing
10.7759/cureus.35179 · 2023 · External reference
Exploring the boundaries of reality: investigating the phenomenon of artificial intelligence hallucination in scientific writing through ChatGPT references
10.7759/cureus.37432 · 2023 · External reference
ChatGPT utility in healthcare education, research, and practice: systematic review on the promising perspectives and valid concerns
10.3390/healthcare11060887 · 2023 · External reference
Siren's song in the AI ocean: a survey on hallucination in large language models
10.1162/coli.a.16 · 2025 · External reference
The use and perceptions of AI chatbots in medical research: an international cross-sectional survey
10.7759/cureus.100908 · 2026 · External reference
Pakistan's healthcare system: a review of major challenges and the first comprehensive universal health coverage initiative
10.7759/cureus.44641 · 2023 · External reference
The verification gap: artificial intelligence adoption, hallucination awareness, and verification practices among early career medical researchers in Pakistan. [PREPRINT]
10.64898/2026.05.28.26354373 · 2026 · External reference
The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies
10.1016/s0140-6736(07)61602-x · 2007 · External reference
Complacency and bias in human use of automation: an attentional integration
10.1177/0018720810376055 · 2010 · External reference
Hallucination rates and reference accuracy of ChatGPT and Bard for systematic reviews: comparative analysis
10.2196/53164 · 2024 · External reference
Perspectives on artificial intelligence in dermatology: an international cross-sectional study
10.3390/medicina62040759 · 2026 · External reference
Chatbots, generative AI, and scholarly manuscripts: WAME recommendations on chatbots and generative artificial intelligence in relation to scholarly publications
10.25100/cm.v54i3.5868 · 2023 · External reference
