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AI & Automation

Automation Bias at the Bedside: What CTCAE Workflows Teach Us

Automation bias is one of the most underappreciated risks in clinical AI. The more often a system gets things “mostly right,” the more likely clinicians are to accept its suggestions without full scrutiny. In CTCAE workflows, that bias can quietly reshape how oncology teams think about toxicity.

Dr. Marc Saint-jour MD

13 January 2026

AI & Automation

Automation Bias at the Bedside: What CTCAE Workflows Teach Us

Automation bias is one of the most underappreciated risks in clinical AI. The more often a system gets things “mostly right,” the more likely clinicians are to accept its suggestions without full scrutiny. In CTCAE workflows, that bias can quietly reshape how oncology teams think about toxicity.

Dr. Marc Saint-jour MD

13 January 2026

AI & Automation

Automation Bias at the Bedside: What CTCAE Workflows Teach Us

Automation bias is one of the most underappreciated risks in clinical AI. The more often a system gets things “mostly right,” the more likely clinicians are to accept its suggestions without full scrutiny. In CTCAE workflows, that bias can quietly reshape how oncology teams think about toxicity.

Dr. Marc Saint-jour MD

13 January 2026

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CTCAE v6.0

Governance & Compliance

Stakeholder Guides

AI & Automation

Workflows & Operations

AI & Automation

AI in CTCAE Decision Support: Ally or Adversary?

AI & Automation

Automation Bias at the Bedside: What CTCAE Workflows Teach Us

AI & Automation

Technical Guardrails for CTCAE AI: Getting the Math to Respect the Medicine

AI & Automation

Explainability in CTCAE AI: Seeing the Reasoning, Not Just the Result

Workflows & Operations

Inter-Rater Variability in CTCAE Grading

AI & Automation

Human-in-the-Loop Automation for CTCAE Grading

Workflows & Operations

From Paper Manuals to Digital Pipelines — How CTCAE Workflows Evolved

Governance & Compliance

Regulatory Futures: Governing AI-Driven CTCAE Without Paralyzing Innovation

Stakeholder Guides

PRO-CTCAE and the Patient Voice in Oncology Safety

All Articles

All

CTCAE v6.0

Governance & Compliance

Stakeholder Guides

AI & Automation

Workflows & Operations

AI & Automation

AI in CTCAE Decision Support: Ally or Adversary?

AI & Automation

Automation Bias at the Bedside: What CTCAE Workflows Teach Us

AI & Automation

Technical Guardrails for CTCAE AI: Getting the Math to Respect the Medicine

AI & Automation

Explainability in CTCAE AI: Seeing the Reasoning, Not Just the Result

Workflows & Operations

Inter-Rater Variability in CTCAE Grading

AI & Automation

Human-in-the-Loop Automation for CTCAE Grading

Workflows & Operations

From Paper Manuals to Digital Pipelines — How CTCAE Workflows Evolved

Governance & Compliance

Regulatory Futures: Governing AI-Driven CTCAE Without Paralyzing Innovation

Stakeholder Guides

PRO-CTCAE and the Patient Voice in Oncology Safety

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Toxicity doesn't wait for documentation.

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AI-powered CTCAE v6.0 grading for oncology teams. Burna AI delivers accurate adverse event assessments with full citations, ready for clinician review.

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© 2025 Burna AI. All rights reserved.

Toxicity doesn't wait for documentation.

Grade adverse events the moment they surface with AI built for oncology.

Request a Demo

Burna AI

AI-powered CTCAE v6.0 grading for oncology teams. Burna AI delivers accurate adverse event assessments with full citations, ready for clinician review.

Request Demo

Security & Compliance

Cookie Policy

Privacy Policy

Terms and Conditions

Blog

© 2025 Burna AI. All rights reserved.

Toxicity doesn't wait for documentation.

Grade adverse events the moment they surface with AI built for oncology.

Request a Demo

Burna AI

AI-powered CTCAE v6.0 grading for oncology teams. Burna AI delivers accurate adverse event assessments with full citations, ready for clinician review.

Request Demo

Security & Compliance

Cookie Policy

Privacy Policy

Terms and Conditions

Blog

© 2025 Burna AI. All rights reserved.