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| type | entity_type | name | domain | status |
|---|---|---|---|---|
| entity | research_program | NCT07328815 - Mitigating Automation Bias in Physician-LLM Diagnostic Reasoning | health | active |
NCT07328815 - Mitigating Automation Bias in Physician-LLM Diagnostic Reasoning
Type: Clinical trial
Status: Registered
Focus: Testing whether behavioral nudges can reduce automation bias in physician-LLM workflows
Overview
Registered clinical trial specifically designed to test interventions for reducing automation bias when physicians use LLMs for diagnostic reasoning. The trial tests behavioral nudges as a mitigation strategy.
Significance
Represents formal recognition that automation bias in clinical AI is a significant enough problem to warrant dedicated RCT investigation. Connects to broader literature on cognitive biases in medical LLMs (npj Digital Medicine 2025) and automation bias findings from NCT06963957.
Timeline
- 2025 — Trial registered on ClinicalTrials.gov
Related Research
- nct06963957-automation-bias-rct — Earlier RCT confirming automation bias in clinical AI
- Cognitive bias taxonomy in medical LLMs (npj Digital Medicine 2025, PMC12246145)
Sources
- npj Digital Medicine 2025 paper (PMC12246145)