A comparative analysis of AI scribes versus human documentation in simulated general practice consultations
Abstract
BACKGROUND AND OBJECTIVES: Artificial intelligence (AI) scribes are emerging as transformative tools in healthcare to automatically generate clinical documentation from patient-clinician encounters. The aim of this study was to compare documentation quality between AI scribes and human-generated notes in simulated general practice consultations. METHOD: This was a cross-sectional study using The Royal Australian College of General Practitioners' clinical exam cases with four professional patient actors, two experienced general practitioners (GPs) and three blinded GP raters. Documentation quality was assessed using a modified Physician Documentation Quality Instrument (PDQI-9). RESULTS: AI scribes demonstrated comparable or superior performance to human documentation using the modified PDQI-9, although the difference was not statistically significant (P = 0.071). Significant differences were found in the domains of accuracy (P = 0.022), thoroughness (P
Fields of Study & Subjects
Artificial Intelligence in Healthcare and Education
Clinical Reasoning and Diagnostic Skills
Electronic Health Records Systems
Publication details
- Journal / source
- Australian Journal of General Practice
- Publisher
- The Royal Australian College of General Practitioners
- Volume
- 55
- Issue
- 4
- Pages
- 226–232
- Publication date
- 1 April 2026
- Language
- EN