Postoperative respiratory complications and recovery in obese children following adenotonsillectomy for sleep‐disordered breathing: A case‐control study
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Bibliographic record
Abstract
OBJECTIVE: To compare postoperative respiratory complications in obese and nonobese children following surgery for sleep-disordered breathing. STUDY DESIGN: Case-control study. SETTING: Pediatric tertiary care center. SUBJECTS AND METHODS: All obese children who had undergone adenotonsillectomy for sleep-disordered breathing from 2002 to 2007 were compared with age- and gender-matched controls. Subjects were identified from a prospective surgical database. Length of hospital stay and the incidence, severity, and location of respiratory complications were compared. Multivariable analysis was performed to identify predictive factors. RESULTS: Forty-nine obese children were identified (20:29, female:male). There were no differences in mean age or type of surgical procedures (P > 0.05). Overall, 37 obese children (75.5%) and 13 controls (26.5%) incurred complications (P = 0.000, OR 8.54 [95% CI 3.44-21.19]). Ten obese patients and two controls incurred major events (P = 0.012, OR 6.03 [95% CI 1.25-29.15]); 36 obese children had minor complications versus 12 controls (P = 0.000, OR 8.54 (95% CI 3.44-21.19). Obese children had significantly more upper airway obstruction (19 vs 4, P = 0.0003, OR 7.13 [95% CI 2.20-23.03]), particularly during the immediate postoperative period. The mean hospital stay was significantly longer for the obese group (18 vs 8 hours, P = 0.000, mean difference of 10 hours [95% CI 2.01-17.99]). Male gender, tonsillectomy, and body mass index were significant predictive factors. CONCLUSION: Obesity in children significantly increases the risk of respiratory complications following surgery for sleep-disordered breathing. Overnight hospitalization for obese children is recommended.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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 it