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 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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 |
| 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 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".