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Review Open access Aug 2026

Investigating PhD students’ wellbeing and mental health: towards evidence-led and innovative solutions

PhD candidates face elevated risks of anxiety, depression, and burnout. Yet, mental health in doctoral education remains under-addressed and insufficiently supported by systematic data and interventions. In response, the Italian Ministry of University and Research launched PRO-BEN, a nationwide initiative aimed at inve...

Riccardo Vecchio, G. Mosconi, M. Gandola et al. · 0 citations
Open access Sep 2026

Burden and temporal trends of major depressive disorder in older adults: a 10-year population-based longitudinal study on interlinked region-wide health registries, 2013–2023

Abstract Aims Population-based longitudinal evidence using administrative healthcare registries remains limited. We aimed to estimate the burden and temporal trends of major depressive disorder (MDD) among individuals aged ≥65 in Lombardy, Italy, 2013 to 2023. Methods We conducted a retrospective population-based longi...

P. Bertuccio, L. Blandi, Mattia Celebrin et al. · 0 citations
Open access Sep 2026

Sex and gender bias in large language models: an old problem at a new scale

Abstract Patients are increasingly turning to large language models for health information, which makes the consistency of these systems’ outputs across patient groups a public health concern. Demographic bias is harder to see than fabrication because it escapes accuracy benchmarks and shows up instead in the language...

C. Barbati, V. Casigliani, C. Rizzo et al. · 0 citations

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