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Artificial intelligence in practice: Opportunities, challenges, and ethical considerations.
9 references·2 citing·47 second hop
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(1979)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)The PHQ-8 as a measure of current depression in the general population (2008)Evidence of Human-Level Bonds Established With a Digital Conversational Agent: Cross-sectional, Retrospective Observational Study (2021)AI Chatbots in Digital Mental Health (2023)AI Chatbots for Mental Health: A Scoping Review of Effectiveness, Feasibility, and Applications (2024)Gender Bias in Neural Natural Language Processing (2020)Can Foundation Models Wrangle Your Data? (2022)News from Generative Artificial Intelligence Is Believed Less (2022)Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation (2023)Changes in Relative Wages, 1963-1987: Supply and Demand Factors (1992)The Skill Content of Recent Technological Change: An Empirical Exploration (2003)Capital in the Twenty-First Century (2014)Evaluating quality in human-robot interaction: A systematic search and classification of performance and human-centered factors, measures and metrics towards an industry 5.0 (2022)The simple macroeconomics of AI (2024)Can ChatGPT forecast stock price movements? Return predictability and large language models (2026)A Global Measure of Perceived Stress (1983)Maslach burnout inventory manual (1996)Artificial Intelligence-Powered Cognitive Behavioral Therapy Chatbots, a Systematic Review (2024)Pilot Quasi-Experimental Research on the Effectiveness of the Woebot AI Chatbot for Reducing Mild Depression Symptoms among Athletes (2024)Effect of a ChatGPT-based digital counseling intervention on anxiety and depression in patients with cancer: A prospective, randomized trial (2025)Semantics derived automatically from language corpora contain human-like biases (2017)Dissecting racial bias in an algorithm used to manage the health of populations (2019)A Survey on Bias and Fairness in Machine Learning (2021)Data Quality in the Age of AI: A Review of Governance, Ethics, and the FAIR Principles (2025)Exploring Metaverse Technologies in Entrepreneurship Through Machine Learning-Based Topic Modeling (2025)Fairness-aware practices from developers’ perspective: A survey (2025)The global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013 (2014)Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)One Voice Fits All? (2019)Gender Bias in Chatbot Design (2020)Robot Autonomy vs. Human Autonomy: Social Robots, Artificial Intelligence (AI), and the Nature of Autonomy (2021)Improved Trust in Human-Robot Collaboration With ChatGPT (2023)Gen-AI (2024)Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models (2024)
this work references cited by second hop

References

  • 2016How the machine ‘thinks’: Understanding opacity in machine learning algorithms3,179 cited
  • 2017Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial2,713 cited
  • 2022Tasks, Automation, and the Rise in U.S. Wage Inequality712 cited
  • 2023GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models540 cited
  • 2021A Therapeutic Relational Agent for Reducing Problematic Substance Use (Woebot): Development and Usability Study256 cited
  • 2019I'd blush if I could : closing gender divides in digital skills through education158 cited
  • 2021Large language models associate Muslims with violence153 cited
  • 2023Changes in stress, burnout, and resilience associated with an 8-week intervention with relational agent “Woebot”60 cited
  • 2023Fairness-aware machine learning engineering: how far are we?60 cited

Cited by

  • 2025Balancing Ethics and Opportunities: The Role of AI in Psychotherapy and Counselling15 cited
  • 2026Current State of the Art and Implications for Clinical Practice of Internet- and Mobile-Based Psychological Interventions1 cited

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