Sleep plays a crucial role in emotion regulation. Disturbed sleep is therefore increasingly seen as a potential causal factor for the development and maintenance of affective psychiatric disorders. This may hold especially for borderline personality disorder (BPD), a core emotion dysregulation disorder. Although BPD is strongly associated with sleep disturbances such as insomnia, nightmares and circadian dysrhythmia, research into the role of sleep in BPD remains sparse.

Background

Generative artificial intelligence (Gen-AI) chatbots hold promise for building highly personalized, effective mental health treatments at scale, while also addressing user engagement and retention issues common among digital therapeutics. We present a randomized controlled trial (RCT) testing an expert–fine-tuned Gen-AI–powered chatbot, Therabot, for mental health treatment.

Methods

Background Evidence-based psychological interventions for mental disorders are described in treatment protocols and manuals, which detail treatment components and conditions of application. Systematic evaluations of the accessibility of treatment protocols and manuals across multiple mental disorders are absent.

Objective We assessed whether treatment protocols or manuals for psychological interventions for severe mental disorders are accessible and publicly available.

Post-traumatic stress disorder (PTSD) is a debilitating mental health condition resulting from exposure to traumatic events, marked by persistent psychological distress and impairment in daily functioning. Risk factors for PTSD include genetic predispositions, neurobiological factors, as well as psychosocial and environmental influences. Specific demographic groups, such as veterans, first responders, and individuals in high-risk environments, are more susceptible to developing the disorder.