SCCM Resource Library-Development and Validation of the Phoenix Pediatric Sepsis Criteria

Development and Validation of the Phoenix Pediatric Sepsis Criteria - 1

Video Transcription

Video Summary

The presentation focused on developing and validating criteria for pediatric sepsis using existing organ dysfunction subcomponents and machine learning techniques, funded by NICHD. The approach used stacked regression and the area under the precision recall curve (AUPRC) to construct a pragmatic model applicable in various settings, even with data imbalances. Existing scores were used to ensure familiarity and validation, facilitating wider acceptance and utility, especially in resource-limited areas. Challenges like real-world data limitations and organ dysfunction iatrogenicity were acknowledged. The session concluded with plans for enhancing early identification, validating criteria for hospital-acquired sepsis, and developing clinical support tools.

Asset Caption

Two-Hour Concurrent Session | Announcement of the Novel Phoenix Pediatric Sepsis Criteria

Meta Tag

Content Type Presentation

Membership Level Professional

Membership Level Select

Year 2024

Keywords

pediatric sepsis

machine learning

organ dysfunction

AUPRC

clinical support tools

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