Integrating patient narratives and clinical indicators for monitoring suicidal ideation in adolescents with major depressive disorder: a human-in-the-loop validation study of LLM-assisted journaling
Suicide-related distress in adolescents with major depressive disorder (MDD) can fluctuate between outpatient visits and may not be fully disclosed during brief encounters. Patient-generated diary narratives may capture daily emotional context, whereas structured psychiatric indicators provide standardized clinic...