Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models

M Pillai, J Posada, RM Gardner… - Journal of the …, 2024 - academic.oup.com
Objective To measure pediatrician adherence to evidence-based guidelines in the treatment
of young children with attention-deficit/hyperactivity disorder (ADHD) in a diverse healthcare …

Applying Large Language Models to Assess Quality of Care: Monitoring ADHD Medication Side Effects

Y Bannett, F Gunturkun, M Pillai, JE Herrmann… - …, 2025 - publications.aap.org
OBJECTIVE To assess the accuracy of a large language model (LLM) in measuring clinician
adherence to practice guidelines for monitoring side effects after prescribing medications for …

Specialties Providing Ambulatory Care and Associated Health Care Utilization and Quality for Children With Medical Complexity

AM Austin, AP Schaefer, M Arakelyan, SD Freyleue… - Academic pediatrics, 2023 - Elsevier
Objective Although children with medical complexity (CMC) have substantial health care
needs, the extent to which they receive ambulatory care from primary care versus specialist …

Promoting Intensive Transitions for Children and Youth with Medical Complexity from Paediatric to Adult Care: the PITCare study—protocol for a randomised …

S Santos, D Thomson, S Diaz, J Soscia, S Adams… - BMJ open, 2024 - bmjopen.bmj.com
Introduction Children with medical complexity (CMC) have chronic, intensive care needs
managed by many healthcare practitioners. Medical advances have enabled CMC to …

Association of rurality and decreased continuity of care prior to a diagnosis of prediabetes

BL Johannes, AG Mainous III, AR Chang… - The Journal of Rural …, 2025 - Wiley Online Library
Purpose To assess trends in continuity of care (COC) by geographic context (ie, rural vs
urban) among a cohort of persons with prediabetes prior to and after diagnosis of …

Leveraging a Large Language Model to Assess Quality-of-Care: Monitoring ADHD Medication Side Effects

Y Bannett, F Gunturkun, M Pillai, JE Herrmann… - medRxiv, 2024 - pmc.ncbi.nlm.nih.gov
Objective: To assess the accuracy of a large language model (LLM) in measuring clinician
adherence to practice guidelines for monitoring side effects after prescribing medications for …