---
type: entity
entity_type: research_program
name: NCT07328815 - Mitigating Automation Bias in Physician-LLM Diagnostic Reasoning
domain: health
status: 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)