Symptom Recovery in Children Aged 5 to 12 Years With Sport-Related and Non–Sport-Related Concussion
Bibliographic record
Abstract
Importance: There is limited research on clinical features and symptom recovery from sport-related concussion (SRC) and non-SRC in younger children. Objective: To investigate the trajectory of symptom recovery in children aged 5 to 7 years and 8 to 12 years with SRC and non-SRC at 1, 2, 4, 8, and 12 weeks postinjury. Design, Setting, and Participants: This secondary analysis of a prospective multicenter cohort study (Predicting and Preventing Postconcussive Problems in Pediatrics) included participants aged 5 to 12 years with acute concussion who presented to 9 pediatric emergency departments within the Pediatric Emergency Research Canada network between August 2013 and June 2015. Analyses were conducted from September 2023 to May 2024. Exposure: Participants had a concussion consistent with the Zurich consensus diagnostic criteria and 85% completeness of the Post-Concussion Symptom Inventory (PCSI) at each time point. Main Outcomes and Measures: The primary outcome was symptom change, defined as current minus preinjury ratings 1, 2, 4, 8, and 12 weeks postinjury, measured using the PCSI. Symptoms were self-rated for children aged 8 to 12 years and child- and parent-rated for children aged 5 to 7 years. Mixed-effect models were conducted using total PCSI score adjusting for random effects; fixed-effect indicators included injury setting (SRC and non-SRC), time, injury setting × time, and other variables associated with recovery. Results: A total of 1747 children, including 513 aged 5 to 7 years (mean [SD] age, 6.57 [0.85] years; 320 male [62.4%]) and 1234 aged 8 to 12 years (mean [SD] age, 10.68 [1.40] years; 806 male [65.3%]) were recruited, of whom 477 aged 5 to 7 years and 1157 aged 8 to 12 years were included in the analysis. Of those included in the analysis, 207 aged 5 to 7 years (43.4%; mean [SD] age, 6.68 [0.84] years; 142 male [68.6%]) and 790 aged 8 to 12 years (67.2%; mean [SD] age, 10.77 [1.40] years; 547 male [69.2%]) sustained an SRC. No significant differences in recovery curves across time postinjury were found between those with SRC and non-SRC (5-7 years: β = -0.09; 95% CI, -1.10 to 0.92; 8-12 years: β = 0.11; 95%CI, -1.50 to 1.70). Conclusions and Relevance: In this cohort study of children aged 5 to 12 years with an acute SRC or non-SRC, symptom recovery trajectories over time were similar in both groups. This finding suggests similar management protocols can be used for sport and nonsport mechanisms of injury (excluding assault and motor vehicle crash) in the younger population.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".