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Gender Representation of Health Care Professionals in Large Language Model–Generated Stories
16 references·1 citing·55 second hop
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A qualitative and feminist study (2019)Association between patient-surgeon gender concordance and mortality after surgery in the United States: retrospective observational study (2023)Gender and racial differences in first and senior authorship of high-impact critical care randomized controlled trial studies from 2000 to 2022 (2023)Comparison of Postoperative Outcomes Among Patients Treated by Male Versus Female Surgeons (2024)A Companion to Moral Anthropology (2012)Semantics derived automatically from language corpora contain human-like biases (2017)Persistent Anti-Muslim Bias in Large Language Models (2021)Practical and ethical challenges of large language models in education: A systematic scoping review (2023)Using LLMs to bring evidence-based feedback into the classroom: AI-generated feedback increases secondary students’ text revision, motivation, and positive emotions (2023)Bias and Fairness in Large Language Models: A Survey (2024)A typology of reviews: an analysis of 14 review types and associated methodologies (2009)The global landscape of AI ethics guidelines (2019)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)Auditing of AI: Legal, Ethical and Technical Approaches (2023)Bias and ethics of AI systems applied in auditing - A systematic review (2024)Managing extreme AI risks amid rapid progress (2024)Self-Efficacy: An Essential Motive to Learn (2000)The Dark Triad of personality: Narcissism, Machiavellianism, and psychopathy (2002)Gratitude and well-being: A review and theoretical integration (2010)
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References

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  • 2022Large pre-trained language models contain human-like biases of what is right and wrong to do291 cited
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  • 2021The unspoken reality of gender bias in surgery: A qualitative systematic review164 cited
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  • 2021Pronouns Beyond the Binary: The Change of Attitudes and Use Over Time95 cited
  • 2023Demographic Representation in 3 Leading Artificial Intelligence Text-to-Image Generators85 cited
  • 2018Female Surgeons as Counter Stereotype: The Impact of Gender Perceptions on Trainee Evaluations of Physician Faculty82 cited
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  • 2021Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models72 cited

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  • 2020Effects of Gender Bias and Stereotypes in Surgical Training70 cited
  • 2023Making decisions: Bias in artificial intelligence and data‑driven diagnostic tools58 cited
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    • 2025The imperative of diversity and equity for the adoption of responsible AI in healthcare14 cited