Research map: The hidden patterns of alignment: exploring variability between generative AI and human

Back to the article

Papers in this map

  1. Using thematic analysis in psychology · Virginia Braun · 2008 · 194309 citations · Cited by this paper
  2. Active learning in diabetes education for health professions students: a narrative synthesis of effectiveness and implementation considerations · 2026 · Related
  3. Some Social and Psychological Consequences of the Longwall Method of Coal-Getting · Eric L. Trist · 1951 · 3257 citations · Cited by this paper
  4. Strengthening novice diagnostic problem solving through explicit metacognitive scaffolding in emergency medicine education · 2026 · Related
  5. Large Language Models in Medical Education: Opportunities, Challenges, and Future Directions · Alaa Ali Abd-Alrazaq · 2023 · 734 citations · Cited by this paper
  6. Fostering interactive medical education: integrating Web 2.0 tools through a universal design for learning framework · 2026 · Related
  7. Adoption and use of AI tools: a research agenda grounded in UTAUT · Viswanath Venkatesh · 2021 · 669 citations · Cited by this paper
  8. Do games work? A meta-analytic synthesis of gamified learning for clinical reasoning in medical and allied health education · 2026 · Related
  9. A comprehensive survey and analysis of generative models in machine learning · Harshvardhan GM · 2020 · 435 citations · Cited by this paper
  10. Identity without milestones: a narrative inquiry into the rites of passage shaping professional identity formation in health professions educators · 2026 · Related
  11. Systems Pharmacology: Network Analysis to Identify Multiscale Mechanisms of Drug Action · Shan Zhao · 2011 · 364 citations · Cited by this paper
  12. What factors influence health professions trainees’ preferences for employment in rural Appalachia? a qualitative study to inform the design of a discrete choice experiment · 2026 · Related
  13. Learning Through Case Comparisons: A Meta-Analytic Review · Louis Alfieri · 2013 · 316 citations · Cited by this paper
  14. Clinical competency: a gap in language access training for underserved populations · 2026 · Related
  15. The Advent of Generative Language Models in Medical Education · Mert Karabacak · 2023 · 222 citations · Cited by this paper
  16. Assessing the integration of digitalization and AI in general medicine curricula in German-speaking Europe: a comprehensive survey · 2026 · Related
  17. A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications · Pranab Sahoo · 2024 · 222 citations · Cited by this paper
  18. Confirming and notifying death: blended learning acceptability among medical students, a pilot mixed-methods study · 2026 · Related
  19. The role of shared mental models in human-AI teams: a theoretical review · Robert W. Andrews · 2022 · 182 citations · Cited by this paper
  20. Heterogeneity of Research Results: A New Perspective From Which to Assess and Promote Progress in Psychological Science · Audrey Helen Linden · 2021 · 155 citations · Cited by this paper
  21. The fundamentals of Artificial Intelligence in medical education research: AMEE Guide No. 156 · Martin G. Tolsgaard · 2023 · 137 citations · Cited by this paper
  22. The role of assessment in expanding professional horizons · Miriam Friedman Ben‐David · 2000 · 111 citations · Cited by this paper
  23. Out-of-Distribution Generalization With Causal Feature Separation · Haotian Wang · 2023 · 30 citations · Cited by this paper
  24. Rethinking AI in Education: Highlighting the Metacognitive Challenge · Ilya S. Levin · 2025 · 26 citations · Cited by this paper
  25. A New Vision of Teaching Clinical Pharmacology and Therapeutics for Undergraduate Medical Students · Safaa Alsanosi · 2022 · 23 citations · Cited by this paper
  26. Complete and representative training of neural networks: A generalization study using double noise injection and natural images · Chao Zhang · 2021 · 19 citations · Cited by this paper
  27. A systematic review of patient interactions with student pharmacists in educational settings · William Nguyen · 2021 · 18 citations · Cited by this paper
  28. Where the Model Frequently Meets the Road: Combining Statistical, Formal, and Case Study Methods · Andrew J. Bennett · 2022 · 17 citations · Cited by this paper
  29. Use of Comparative Case Study Methodology for US Public Health Policy Analysis: A Review · Lauren M. Dinour · 2016 · 13 citations · Cited by this paper
  30. Principles of clinical pharmacology · Stevan R. Emmett · 2019 · 12 citations · Cited by this paper
  31. Comparative Case Studies · Ira William Zartman · 2011 · 10 citations · Cited by this paper
  32. Relationship between students’ perceptions of the adequacy of M1 and M2 curricula and their performance on USMLE step 1 examination · Mohammed K. Khalil · 2019 · 9 citations · Cited by this paper
  33. The United States Medical Licensing Examination Step 1 Is Changing—US Medical Curricula Should Too · Benjamin Douglas Xun Liu · 2020 · 7 citations · Cited by this paper
  34. Validity and Reliability of Pre-matriculation and Institutional Assessments in Predicting USMLE STEP 1 Success: Lessons From a Traditional 2 x 2 Curricular Model · Nitin Puri · 2022 · 6 citations · Cited by this paper
  35. Artificial Intelligence Meets Holistic Review: Promises and Pitfalls of Automating the Medical Education Admissions Process · Jacob L. Rosenthal · 2025 · 5 citations · Cited by this paper
  36. Medical exams in the era of accessible Artificial Intelligence · Amir H. Sam · 2023 · 4 citations · Cited by this paper
  37. Reply: · Peter D. Chang · 2018 · 2 citations · Cited by this paper

Source: OpenAlex (CC0)