Investigating How Clinicians Form Trust in an AI-Based Mental Health Model: Qualitative Case Study

Anthony Kelly   ^{1, 2} , PhD ;   Niharika Bhardwaj   ¹ , BE ;   Trine Theresa Holmberg Sainte-Marie   ³ , MSc ;   Pepijn Van de Ven   ^{1, 2} , PhD ;   Ruth Melia   ^{2, 4} , DClinPsych ;   John Eustis Williams   ⁵ , PhD ;   Kim Mathiasen   ^{3, 6} , PhD ;   Amalie Søgaard Nielsen   ⁶ , PhD

¹ Department of Electronic and Computer Engineering, University of Limerick, Limerick, Ireland

² Health Research Institute, University of Limerick, Limerick, Ireland

³ Department of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark

⁴ Department of Psychology, University of Limerick, Limerick, Ireland

⁵ Center for Digital Psykiatri, Forskningsenhed, Denmark

⁶ Research Unit of Digital Psychiatry, Department of Clinical Research, University of Southern Denmark, Odense, Denmark