Obesity in Pediatric Hidradenitis Suppurativa: A Scoping Review
Bibliographic record
Abstract
The relationship between HS and obesity, while well established in adult patients, has drawn increased attention in pediatric patients given the rising prevalence of pediatric obesity worldwide. This review aims to consolidate existing evidence of the relationship between HS and obesity in the pediatric population and to hypothesize about reasons for an association between the two conditions. Our cohort comprised 2911 patients with a mean age of 11.4 years at the age of onset of HS, and based on body mass index (BMI), 42.3% of patients were classified as obese (BMI > 30), and 14% were overweight (BMI 25-29.9). Our findings indicate an association between obesity and HS in pediatric patients, which may be explained through numerous mechanisms, including shared genetic factors, hereditary relationships, and the impact of HS on adolescents' quality of life.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.006 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.005 |
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".