Epidemiology of Pediatric Trauma and Its Patterns in Western Iran: A Hospital Based Experience
Bibliographic record
Abstract
BACKGROUND & OBJECTIVE: Trauma is a major cause of mortality in children aged 1 to 14 years old and its patterns differs from country to country. In this study we investigated the epidemiology and distribution of non-intentional trauma in the pediatric population. MATERIALS & METHODS: The archives of 304 children below 10 years old who presented to Taleghani trauma care center in Kermanshah, Iran from March to September 2008, were reviewed. Patients' demographic and injury related information were registered. The participants were categorized into three age groups of 0-2, 3-6 and 7-10 years old and the data was compared among age groups and between both sexes. FINDINGS: The most common cause for trauma was falling from heights (65.5%) and road traffic accidents (16.4%). The most common anatomical sites of injury were the upper limbs followed by the head and neck (36.8% and 31.2%, respectively). Injuries mostly occurred in homes (67.4%). The injuries were mostly related to the orthopedics and the neurosurgery division (84.1% and 13.1%, respectively). Accident rates peaked during the hours of 18-24 (41.3%). Male and female patients did display any difference regarding the variables.Children between the ages of 0-2 years old had the highest rate of injury to the head and neck area (40.3%) (p=0.024). Falls and road traffic accidents displayed increasing rates from the ages of 0-2 to 3-6 and decreasing rates to the ages of 7-10 years old (p=0.013). From the ages of 0-2 to 3-6 years old, street accidents increased and household traumas decreased. After that age household trauma rates increased and street accidents decreased (p=0.005). Children between the ages of 7-10 years old had the highest rate of orthopedic injury (p=0.029). CONCLUSION: Special planning and health policies are needed to prevent road accidents especially in children between the ages of 3-6 years old. Since homes were the place where children between the ages of 0-2 were mostly injured, parents should be educated about the correct safety measures that they need to take regarding their children's environments. The orthopedics department needs to receive the most training and resources for the management of pediatric trauma.
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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) | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".