What the work is
Key Responsibilities
Clinical Documentation Review
- Review pediatric emergency and urgent care documentation and patient charts for accuracy, completeness, and clinical soundness
- Evaluate AI-generated clinical summaries against what a practicing pediatric acute-care physician would expect to see
Annotation & Structured Feedback
- Annotate clinical encounter data against detailed guidelines
- Flag omissions, hallucinations, clinical inaccuracies, and documentation gaps in AI-generated output
- Provide structured, written feedback that engineering and product teams can act on
Knowledge Contribution
- Contribute expert input on annotation guidelines and edge-case definitions
- Raise clarifying questions where guidance is ambiguous and help refine the guidelines
Who gets hired
- MD with a background in pediatric emergency medicine or pediatric urgent care
- US-based
- Available for a minimum of 10 hours/week through mid-November
Preferred Qualifications
- Prior AI/ML annotation or model evaluation experience (with positive performance reviews)
Work Arrangement
- Remote, part-time
- Flexible scheduling, designed around an active clinical practice
The platform posted this on 14 Oct 2026.