Related Experiment Video
Updated: Dec 10, 2025

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design
A Baki Kocaballi1,2, Kiran Ijaz1, Liliana Laranjo1,3
1Australian Institute of Health Innovation, Macquarie University, Sydney, Australia.
Future artificial intelligence (AI) assistants in primary care may change how doctors work, emphasizing human connection and patient empowerment over efficiency. Careful human-AI collaboration models are needed for safe, effective care.
Area of Science:
- Healthcare Technology
- Artificial Intelligence in Medicine
- Primary Care Research
Background:
- General practitioners' perspectives on artificial intelligence (AI) documentation assistants are crucial for understanding their integration into primary care.
- Current primary care consultations face challenges that future AI tools may address.
Purpose of the Study:
- To explore the potential roles of AI documentation assistants in primary care consultations.
- To identify implications for doctors, patients, healthcare systems, and technology design from the viewpoint of general practitioners.
Main Methods:
- Three co-design workshops were conducted with 16 general practitioners.
- Methods included affinity diagramming, brainwriting, and video prototyping.
- Workshop data were audio-recorded, transcribed, and analyzed using inductive thematic analysis.
Main Results:
- Key themes emerged: professional autonomy, human-AI collaboration, and new models of care.
- Implications included medico-legal concerns, distributed care models with empowered patients, and the centrality of human empathy.
- A critique of AI initiatives focused on efficiency over patient care quality was noted.
Conclusions:
- AI documentation assistants are expected to become integral to primary care.
- Human supervision of AI is necessary until autonomous performance is proven reliable.
- Developing and evaluating diverse human-AI collaboration models is essential for patient and doctor safety and autonomy.
Related Concept Videos
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Methods of Documentation VII: EMR
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Methods of Documentation III: PIE
Interdisciplinary Care: The Health Care Team-II
Physical Therapist
A physical therapist (PT) aims to restore function or prevent additional impairment in a patient following an injury or disease. Massage, heat, cold, water, sonar waves, exercises, and electrical stimulation are some treatments used by PTs to treat...
Integrated Healthcare System

