Causal inference in oral health research: Beyond statistical significance toward a causal framework
Abstract Background Oral health research has adopted sophisticated statistical methods, yet studies routinely present adjusted associations as causal effects. The problem is not statistical competence but the absence of explicit causal reasoning. This commentary proposes a principled framework for causal reasoning in oral health research.
Jack M. Wolf +2 more
wiley +1 more source
Implementation of Communication Disability Documentation and Accommodations in Primary Care: A Pragmatic Type III Hybrid Implementation-Effectiveness Trial Protocol. [PDF]
Oshita J +5 more
europepmc +1 more source
Physician Factors Associated With Burnout During System-Wide Electronic Health Record Implementation: A Prospective Repeated Cross-Sectional Study of Acute and Post-Acute Care Physicians. [PDF]
Lee YR +4 more
europepmc +1 more source
Abstract Objectives To evaluate the outputs and clinical impact of a Cross‐Trust Histopathology Multidisciplinary Team (MDT) created to support diagnostic clarification and management of complex paediatric inflammatory bowel disease (IBD) cases, particularly during transition to adult services.
Valeria Dipasquale +5 more
wiley +1 more source
Abstract Objectives Artificial intelligence (AI) has demonstrated potential to enhance clinical efficiency. However, its real‐world adoption among pediatric gastroenterologists (GIs) remains poorly characterized. The primary objective of this study was to assess how pediatric GIs are currently utilizing AI. Secondary objectives included estimating time
Ashwin Agrawal +3 more
wiley +1 more source
Evaluation of diversity characteristics in a large mental healthcare data platform and their use in research publications: a cross-sectional review. [PDF]
Broadbent A +4 more
europepmc +1 more source
Insurance IQ: Demystifying health insurance for young people with inflammatory bowel disease
ABSTRACT Many adolescents and young adults with inflammatory bowel disease (AYA‐IBD) lack essential health insurance knowledge. We evaluated an electronic health record (EHR)–based educational intervention to improve insurance literacy. From January to August 2025, AYA‐IBD who had completed a health insurance knowledge assessment and had an upcoming ...
Laura Gilligan, Jeannie S. Huang
wiley +1 more source
Development to implementation to evaluation: step-by-step approach to embedding a clinical trial of a machine learning algorithm in the electronic health record. [PDF]
Morrison E +4 more
europepmc +1 more source

