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Open Access Academic Papers from Research Square

2 results found
Study protocol under-review

Digital phenotyping of adolescent anxiety, depression and borderline personality disorder using a chatbot and virtual‑agent interviews: cross‑sectional study protocol

Izidor Mlakar, Satja Mulej Bratec, Valentino Šafran, Ana Milošič, Matic Kadiš, Hojka Gregorič Kumperščak, Sara Močnik, Žan Smogavc, Zouhair Haddi, Urška Smrke

Background: Anxiety disorders, depression, and borderline personality disorder often emerge during adolescence, yet early psychiatric assessment remains challenging because conventional interviews are...

BMC Psychiatry 2026-04-22 rs-9204470
digital phenotyping adolescent mental health anxiety disorders depression borderline personality disorder chatbot virtual agent mental health screening
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Research Article under-review

Loneliness and Depression in Daily Life: A Multilevel Ecological Momentary Assessment Study of the Contextual Role of Future Time Perspective

Yu-Rim Lee, Jong-Sun Lee

Background Although loneliness is a core interpersonal risk factor for depression, its unique contribution—independent of other co-occurring affects—remains insufficiently explored in daily life. Furt...

BMC Psychology 2026-04-20 rs-9317791
Depression Ecological momentary assessment Loneliness Future time perspective Multilevel modeling MLM EMA Digital phenotyping
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