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A Paradigm Shift in Progress: Generative AI’s Evolving Role in Mental Health Care
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A Paradigm Shift in Progress: Generative AI’s Evolving Role in Mental Health Care (2025)A Paradigm Shift in Progress: Generative …The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality (2025)The evolving field of digital…Randomized Trial of a Generative AI Chatbot for Mental Health Treatment (2025)Randomized Trial of a Generat…Precision psychiatry roadmap: towards a biology-informed framework for mental disorders (2025)Precision psychiatry roadmap:…Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers. (2025)Expressing stigma and inappro…“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health (2024)“It happened to be the perfec…Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis (2019)Objective User Engagement Wit…Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape (2019)Chatbots and Conversational A…A scoping review on the mental health harms of LLM-based chatbots (2026)A scoping review on the menta…Computer power and human reason (1976)Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial (2017)An overview of the features of chatbots in mental health: A scoping review (2019)Effectiveness and Safety of Using Chatbots to Improve Mental Health: Systematic Review and Meta-Analysis (2020)Too human and not human enough: A grounded theory analysis of mental health harms from emotional dependence on the social chatbot Replika (2022)Using thematic analysis in psychology (2006)Self‐Regulation, Ego Depletion, and Motivation (2007)Adherence in Internet Interventions for Anxiety and Depression (2009)Dropout rates in clinical trials of smartphone apps for depressive symptoms: A systematic review and meta-analysis (2019)Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow (2020)Examining the impacts of the COVID-19 pandemic on family mental health in Canada: findings from a national cross-sectional study (2021)One size fits all? What counts as quality practice in (reflexive) thematic analysis? (2020)Global, regional, and national burden of 12 mental disorders in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019 (2022)Charting the evolution of artificial intelligence mental health chatbots from rule‐based systems to large language models: a systematic review (2025)Performance of mental health chatbot agents in detecting and managing suicidal ideation (2025)The PHQ-9 (2001)Effect-Size Indices for Dichotomized Outcomes in Meta-Analysis. (2003)The Ability of AI Therapy Bots to Set Limits With Distressed Adolescents: Simulation-Based Comparison Study (2025)Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review (2021)The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality (2021)Artificial intelligence for mental health: A narrative review of applications, challenges, and future directions in digital health (2025)Digital Health Interventions for Depression and Anxiety in Low- and Middle-Income Countries: Rapid Scoping Review (2025)Efficacy of a Conversational AI Agent for Psychiatric Symptoms and Digital Therapeutic Alliance (2026)Post-Traumatic Stress Disorder (2017)Age at onset of mental disorders worldwide: large-scale meta-analysis of 192 epidemiological studies (2021)Quantifying the global burden of mental disorders and their economic value (2022)Initial Strategy for the Future of DSM (2026)The Future of DSM : Role of Candidate Biomarkers and Biological Factors (2026)The American Psychological Association (1919)Children's Yale-Brown Obsessive Compulsive Scale: Reliability and Validity (1997)Synthesizing information systems knowledge: A typology of literature reviews (2014)Evaluating Generative AI Psychotherapy Chatbots Used by Youth: Cross-Sectional Study (2025)Sycophantic AI decreases prosocial intentions and promotes dependence (2026)Technological folie à deux: feedback loops between AI chatbots and mental health (2026)High agreement but low Kappa: I. the problems of two paradoxes (1990)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)
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References

  • 2019Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape1,025 cited
  • 2019Objective User Engagement With Mental Health Apps: Systematic Search and Panel-Based Usage Analysis956 cited
  • 2025The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality318 cited
  • 2025Randomized Trial of a Generative AI Chatbot for Mental Health Treatment286 cited
  • 2024“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health239 cited
  • 2025Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers.202 cited
  • 2025Precision psychiatry roadmap: towards a biology-informed framework for mental disorders82 cited

Cited by

  • 2026A scoping review on the mental health harms of LLM-based chatbots5 cited

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