Management of Pediatric Inguinal Hernias in the Era of Laparoscopy: Results of an International Survey
Bibliographic record
Abstract
AIM: The aim of the study is to present views of pediatric surgeons on the optimal approach to inguinal hernias in children. METHODS: A questionnaire was submitted to participants of EUPSA-BAPS 2012 and it was returned by 187 responders (85% senior surgeons) from 46 (27 European) countries. MAIN RESULTS: Approximately 80% of the responders work in centers treating more than 100 cases/year. Approximately 79% of the responders routinely perform laparoscopy for other conditions, but of these, only 22% of the responders routinely perform laparoscopic inguinal hernia repair. Open approach is preferred by 83% of the responders. Of these, 79% of the responders favor unilateral approach, 12% of the responders contralateral, and 9% of the responders contralateral laparoscopic exploration via hernial sac. Considered advantages are the less risk of recurrence (66%), less abdominal organ injury (31%), less vas/vessel injury (25%), and speed (16%). Laparoscopic approach is preferred by 17% of the respondents, of whom 58% perform laparoscopy at all ages, 15% only in younger than 1-year-old infants. Approximately 81% of the responders offer laparoscopy to both sexes, and 17% only in girls. Only 15% would do laparoscopy after incarceration. Purse string is the most popular (58%), then laparoscopic-guided percutaneous closure (28%), "flip-flap" (6%), or other techniques (8%). Proficiency is achieved after 50 (14%), 25 (48%), 10 (32%), or 5 (6%) laparoscopic hernia repairs. Considered advantages are less metachronous contralateral hernias (57%), better cosmesis (41%), easier technique (34%), less vas/vessel injury (31%), and less postoperative pain (22%). A total of 50 responders are planning to start laparoscopic hernia repairs. CONCLUSIONS: Most pediatric surgeons favor open unilateral inguinal hernia repair. The role of laparoscopy in inguinal hernias is still controversial and yet to be accepted even amongst pediatric surgeons expert in laparoscopy.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 source (direct Gemma or distilled Codex), 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".