A. Greenshaw

Age-Related Differences in Mental Health Status at Psychiatric Discharge: Evidence from 1,106 Patients Across Ten Acute Care Facilities in Alberta, Canada.

BACKGROUND The transition from psychiatric inpatient care to community settings is associated with heightened vulnerability and increased risk of adverse mental health outcomes. Understanding age-related differences in mental health status at discharge may inform the targeting of post-discharge interventions and potent...

Efficacy and Safety of Psychedelic Microdosing on Psychological Outcomes in Healthy Adults: A Systematic Review and Meta-analysis

Psychological Issues Among Caregivers of Children with Neurodevelopmental Disorders: A Scoping Review

Background: Caring for children with neurodevelopmental disorders can be challenging and is normally associated with a heightened risk of psychological challenges among caregivers. Objective: This scoping review aims to synthesize the existing literature on the prevalence and correlates of stress, anxiety, and depressi...

Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study

Abstract Background Psychotherapy training is difficult to scale because manual rating of motivational interviewing (MI) and cognitive behavioral therapy (CBT) sessions is time-intensive, requires trained raters, and is subject to rater variability. Large language models (LLMs) may support simulation-based training and...

Zero-Shot Large Language Models for Preliminary Prediction of PTSD Symptoms From Clinical Interview Transcripts: Grands modèles de langage sans exemple pour la prédiction préliminaire des symptômes de TSPT à partir de transcriptions d'entrevues cliniques.

BackgroundPosttraumatic stress disorder (PTSD) is common yet frequently underdiagnosed, in part due to barriers to systematic screening and the reliance on self-report instruments. Large language models (LLMs) have shown promise in extracting clinically relevant information from unstructured language, but their ability...