Health care burden and treatment patterns in commercially insured children with chronic idiopathic/spontaneous urticaria: A real-world study in the United States
Bibliographic record
Abstract
BACKGROUND: Chronic idiopathic urticaria (CIU)/spontaneous urticaria (CSU) is defined by the presence of wheals, angioedema, or both for ≥6 weeks, with or without an identifiable trigger. Real-world health care data among children with CIU/CSU remain scarce. OBJECTIVES: To describe treatment patterns, health care resource utilization (HRU), and costs in pediatric patients with CIU/CSU (<12 years old) and to compare these with pediatric patients without CIU/CSU. METHODS: A commercial administrative claims data base (September 2013 to June 2016) was used. The CIU/CSU cohort included pediatric patients with either two or more claims for a diagnosis of urticaria ≥6 weeks apart or one or more claims for a diagnosis of urticaria and one or more claims for a diagnosis of angioedema ≥6 weeks apart (index was defined as the first claim). The control cohort comprised pediatric patients without urticaria or angioedema (index randomly assigned). Patients with <6 months of eligibility before and after the index date were excluded. HRU and costs were compared between the cohorts during the observation period after propensity score matching. RESULTS: A total of 6109 pediatric patients with CIU/CSU were selected, and 6107 were 1:1 matched with controls. The patients with CIU/CSU who had a mean ± standard deviation age of 4.58 ± 3.36 years, and 47.9% were girls. CIU/CSU-related medication use increased after diagnosis (e.g., baseline versus 6-month follow-up, 2.2 versus 8.0% for nonsedating prescription H1 antihistamines; 7.4 versus 17.4% for oral corticosteroids). Relative to the controls, the patients with CIU/CSU had higher rates of HRU (incidence rate ratios of 1.71, 2.39, and 2.07 for inpatient, emergency department, and outpatient visits, respectively; all p < 0.01), and higher all-cause per patient per year costs (mean cost differences of $2090, $1606, and $483 for total, medical, and pharmacy costs, respectively; all p < 0.01). CONCLUSION: This study highlighted unmet needs in pediatric patients with CIU/CSU who had increased medication (e.g., oral corticosteroids) and HRU burden after a diagnosis for CIU/CSU, and higher rates of HRU and costs relative to those without CIU/CSU.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".