Retrospective Review of Unintentional Female Genital Trauma at a Pediatric Referral Center
Why this work is in the frame
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Bibliographic record
Abstract
UNLABELLED: Unintentional female genital trauma is a complaint commonly seen and managed through the emergency department. The purpose of this study was to review all unintentional female genital trauma evaluated at The Hospital for Sick Children for 3.5 years to determine the factors associated with gynecologic consultation and need for operative repair. METHODS: One hundred five patients were identified by health record coding. Data were extracted to study factors associated with gynecologic consultation and operative repair. Statistical analyses were performed to evaluate the significance of these associations. Surgical choices were also evaluated. RESULTS: Mean age was 5.60 years. Mean time to presentation was 7.05 hours. Straddle injury was the most common mechanism (81.90%), and only 4.76% injuries were penetrating. Of the 105 patients, 48.57% consulted the gynecology section, 19.05% were taken to the operating room, and 6.66% were treated under conscious sedation. Overall, 20.95% required surgical repair. The most common complication was dysuria. Six patients had other injuries, the most common of which were pelvic fractures related to trauma.Factors significantly associated with gynecologic consultation and operative management included older age, transfer to our institution, shorter time to presentation, laceration-type injury, hymenal injury, and larger size of injury. Straddle injuries were significantly less likely to be taken to the operating room. When cases were stratified by a surgeon, there were no significant differences in management. CONCLUSIONS: Unintentional female pediatric genital traumas most commonly result from straddle injuries. Most injuries are minor, and in this cohort, only 48.57% received gynecologic consultation and 19.05% required operative management. Future prospective studies would be useful to better evaluate the efficacy of surgical choices.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| 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) | 0.004 | 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 it