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Gregory C Mahr

2 papers in the library · publishing 2025-2026

Papers

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0123 Large Language Model-Derived Dream Affect is a Prospective Predictor of PTSD Symptoms in Hospitalized Trauma Patients

Sleep May 1, 2026 Holland Doise, A. Gonzalez Quesada, Garrett Baber et al.

Abstract Introduction Nightmares are associated with more severe posttraumatic stress disorder (PTSD). The advent of large language models (LLM) offers unique advantages to efficiently code affective dream content over human methods, which can be resource intensive and prone to error. This study tested whether dream affect (DA), measured via self-report, human-rated narrative coding, and LLM...

Nightmares and insomnia within the acute aftermath of trauma prospectively predict suicidal ideation.

Journal of Clinical Sleep Medicine September 1, 2025 Anthony N Reffi, David A Kalmbach, Philip Cheng et al.

Study objectives: Patients with acute trauma are vulnerable to suicidality following hospitalization. Research suggests nightmares and insomnia may interact to potentiate suicidality, possibly due to nightmares worsening co-occurring insomnia. Nightmares and insomnia are common stress reactions to acute trauma and might compound suicide risk within acutely traumatized patients. We tested the...

DOI: 10.5664/jcsm.11744 (opens in new tab) Full text (opens in new tab) Humans Wounds and injuries Risk factors Prospective studies +13