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Evaluating for Evidence of Sociodemographic Bias in Conversational AI for Mental Health Support
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Evaluating for Evidence of Sociodemographic Bias in Conversational AI for Mental Health Support (2024)Evaluating for Evidence of Sociodemograph…Feasibility of combining spatial computing and AI for mental health support in anxiety and depression (2024)Feasibility of combining spat…Assessing Racial and Ethnic Bias in Text Generation for Healthcare-Related Tasks by ChatGPT 1 (2023)Assessing Racial and Ethnic B…Trends in U.S. Depression Prevalence From 2015 to 2020: The Widening Treatment Gap (2022)Trends in U.S. Depression Pre…Gender and ethnicity bias in medicine: a text analysis of 1.8 million critical care records (2022)Gender and ethnicity bias in …Eliminating Explicit and Implicit Biases in Health Care: Evidence and Research Needs (2022)Eliminating Explicit and Impl…The Presence of Gender Bias in Letters of Recommendations Written for Urology Residency Applicants (2019)The Presence of Gender Bias i…Lying Words: Predicting Deception from Linguistic Styles (2003)Linguistic Markers of Psychological Change Surrounding September 11, 2001 (2004)Long-term reduction in implicit race bias: A prejudice habit-breaking intervention (2012)Gender-based differences in letters of recommendation written for ophthalmology residency applicants (2019)Gender bias in reference letters for residency and academic medicine: a systematic review (2021)Early Barriers to Career Progression of Women in Surgery and Solutions to Improve Them (2022)Implicit social cognition: Attitudes, self-esteem, and stereotypes. (1995)INTERGROUP CONTACT THEORY (1998)Understanding and using the Implicit Association Test: I. An improved scoring algorithm. (2003)Framework for Integrating Equity Into Machine Learning Models (2022)Equity, Diversity, and Inclusion in Radiation Oncology: A Bibliometric Analysis and Critical Review (2023)Empowering nurses to champion Health equity & BE FAIR: Bias elimination for fair and responsible AI in healthcare (2024)Measuring individual differences in implicit cognition: The implicit association test. (1998)Measuring individual differences in implicit cognition: The implicit association test. (1998)A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition. (2002)Epidemiology of Major Depressive Disorder (2005)Suicide Prevention Strategies (2005)Age, period, and cohort trends in mood disorder indicators and suicide-related outcomes in a nationally representative dataset, 2005–2017. (2019)National, State-Level, and County-Level Prevalence Estimates of Adults Aged ≥18 Years Self-Reporting a Lifetime Diagnosis of Depression — United States, 2020 (2023)Change in the global burden of depression from 1990-2019 and its prediction for 2030 (2024)Mechanisms linking social media use to adolescent mental health vulnerability (2024)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Inductive thematic analysis of healthcare qualitative interviews using open-source large language models: How does it compare to traditional methods? (2024)National Trends in the Prevalence and Treatment of Depression in Adolescents and Young Adults (2016)Impact of COVID-19 pandemic on mental health in the general population: A systematic review (2020)The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality (2021)AI Chatbots for Mental Health: A Scoping Review of Effectiveness, Feasibility, and Applications (2024)Embodied Conversational Agents in Extended Reality: A Systematic Review (2025)The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality (2025)
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References

  • 2022Trends in U.S. Depression Prevalence From 2015 to 2020: The Widening Treatment Gap562 cited
  • 2022Eliminating Explicit and Implicit Biases in Health Care: Evidence and Research Needs426 cited
  • 2019The Presence of Gender Bias in Letters of Recommendations Written for Urology Residency Applicants117 cited
  • 2024Feasibility of combining spatial computing and AI for mental health support in anxiety and depression60 cited
  • 2022Gender and ethnicity bias in medicine: a text analysis of 1.8 million critical care records43 cited
  • 2023Assessing Racial and Ethnic Bias in Text Generation for Healthcare-Related Tasks by ChatGPT 128 cited

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