A comparative analysis of AI scribes versus human documentation in simulated general practice consultations

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Authors: Darran Foo, Janice Tan, Sean Stevens, Amandeep Hansra, Helen M Wilcox
Cited by: 1

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