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Updated: Feb 9, 2026

Author Spotlight: Advancing Traumatic Brain Injury Research - A Closed-Head Model for Accurate Replication and Rapid Assessment
Published on: September 22, 2023
Development of the CIDSS2 Score for Children with Mild Head Trauma without Intracranial Injury
Jacob K Greenberg1, Yan Yan2, Christopher R Carpenter3
11 Department of Neurological Surgery, Washington University School of Medicine in St. Louis , St. Louis, Missouri.
Insights
A new risk score, CIDSS2, helps identify children with mild traumatic brain injury (mTBI) who need hospital admission. This tool aids physicians in deciding which mTBI patients require extended inpatient management, improving care decisions.
Area of Science:
- Pediatric Emergency Medicine
- Neurotrauma Research
- Clinical Decision Support Systems
Background:
- Most children with mild traumatic brain injury (mTBI) without intracranial injury (ICI) are discharged from the emergency department.
- However, a significant number of these children are admitted to the hospital, necessitating better decision-making tools.
Purpose of the Study:
- To develop and validate a clinical decision tool to guide hospital admission decisions for children with mTBI without ICI.
- To identify key risk factors associated with extended inpatient management (EIM) in this patient population.
Main Methods:
- Secondary analysis of a prospective study involving 14,323 children under 18 with head injuries (Glasgow Coma Scale 13-15) and normal CT scans or non-depressed skull fractures.
- Development of a multivariable model to predict EIM (≥2 nights hospitalization), leading to the creation of the CIDSS2 risk score.
Main Results:
- Only 0.76% of children with mTBI without ICI required EIM, despite 20% being admitted.
- Key predictors for EIM included Glasgow Coma Scale score <15, drug/alcohol intoxication, neurological deficit, seizure, and skull fracture.
- The CIDSS2 score demonstrated strong predictive performance (C-statistic=0.86) across different age groups.
Conclusions:
- The CIDSS2 risk score is a validated tool for identifying children with mTBI without ICI who are at higher risk for EIM.
- This tool can assist physicians in making more informed hospital admission decisions, potentially reducing unnecessary admissions.
Abstract:
While most children with mild traumatic brain injury (mTBI) without intracranial injury (ICI) can be safely discharged home from the emergency department, many are admitted to the hospital. To support evidence-based practice, we developed a decision tool to help guide hospital admission decisions. This study was a secondary analysis of a prospective study conducted in 25 emergency departments. We included children under 18 years who had Glasgow Coma Scale score 13-15 head injuries and normal computed tomography scans or skull fractures without significant depression. We developed a multi-variable model that identified risk factors for extended inpatient management (EIM; defined as hospitalization for 2 or more nights) for TBI, and used this model to create a clinical risk score. Among 14,323 children with mTBI without ICI, 20% were admitted to the hospital but only 0.76% required EIM for TBI. Key risk factors for EIM included Glasgow Coma Scale score less than 15 (odds ratio [OR] = 8.1; 95% confidence interval [CI] 4.0-16.4 for 13 vs. 15), drug/alcohol Intoxication (OR = 5.1; 95% CI 2.4-10.7), neurological Deficit (OR = 3.1; 95% CI 1.4-6.9), Seizure (OR = 3.7; 95% CI 1.8-7.8), and Skull fracture (odds ratio [OR] 24.5; 95% CI 16.0-37.3). Based on these results, the CIDSS2 risk score was created. The model C-statistic was 0.86 and performed similarly in children less than (C = 0.86) and greater than or equal to 2 years (C = 0.86). The CIDSS2 score is a novel tool to help physicians identify the minority of children with mTBI without ICI at increased risk for EIM, thereby potentially aiding hospital admission decisions.
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