Research graph
References from A Conceptual Model for Ambient AI Adoption: Perspectives From Academia and Industry. Local targets link to admitted publications; unresolved targets remain external evidence.
Prompt engineering on leveraging large language models in generating response to InBasket messages
10.1093/jamia/ocae172 · External reference
Ambient artificial intelligence scribes: physician burnout and perspectives on usability and documentation burden
10.1093/jamia/ocae295 · External reference
A pragmatic randomized controlled trial of ambient artificial intelligence to improve health practitioner well-being
10.1056/aioa2500945 · External reference
Ambient AI scribes in clinical practice: a randomized trial
10.1056/aioa2501000 · External reference
Impact of an ambient AI scribe among clinicians and patients: real-world prospective observational time-motion study
10.2196/85580 · External reference
Artificial intelligence (AI) - powered documentation systems in healthcare: a systematic review
10.1007/s10916-025-02157-4 · External reference
AI scribes are not productivity tools (yet)
10.1056/aie2501051 · External reference
The impact of AI scribes on streamlining clinical documentation: a systematic review
10.3390/healthcare13121447 · External reference
AI scribes: are we measuring what matters?
10.2196/89337 · External reference
Evaluating the quality and safety of ambient digital scribe platforms using simulated ambulatory encounters
10.1016/j.mcpdig.2025.100292 · External reference
Accuracy and safety of AI-enabled scribe technology: instrument validation study
10.2196/64993 · External reference
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HealthBench: advancing AI evaluation in healthcare, but not yet clinically ready
10.1177/20552076251390447 · External reference
The value of simulation testing for the evaluation of ambient digital scribes: a case report
10.1093/jamia/ocaf052 · External reference
A problem of Epic proportion
10.1371/journal.pdig.0001143 · External reference
Ambient artificial intelligence scribes: learnings after 1 year and over 2.5 million uses
10.1056/cat.25.0040 · External reference
Use of ambient AI scribes to reduce administrative burden and professional burnout
10.1001/jamanetworkopen.2025.34976 · External reference
SEIPS 2.0: a human factors framework for studying and improving the work of healthcare professionals and patients
10.1080/00140139.2013.838643 · External reference
The updated Consolidated Framework for Implementation Research based on user feedback
10.1186/s13012-022-01245-0 · External reference
Does automation bias decision-making?
10.1006/ijhc.1999.0252 · External reference
Automation bias: a systematic review of frequency, effect mediators, and mitigators
10.1136/amiajnl-2011-000089 · External reference
Performance consequences of automation-induced “complacency”
10.1207/s15327108ijap0301_1 · External reference
The role of trust in automation reliance
10.1016/s1071-5819(03)00038-7 · External reference
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