53 Clinical characteristics and outcomes of children hospitalized with RSV-associated acute respiratory infections
Bibliographic record
Abstract
Abstract Background Respiratory syncytial virus (RSV) is one of the most common acute respiratory infections (ARI) in infants and young children. After the relaxation of COVID-19 pandemic restrictions, children’s hospitals worldwide experienced unprecedented volumes and severity in presentation of children admitted with ARIs, such as RSV. It is unknown whether the increase in volumes was also associated with changes in the typical demographic, severity and outcomes of patients with RSV infections. Objectives To describe sociodemographic characteristics, clinical presentation, management including diagnosis and disposition and clinical outcomes of children under the age of 18 years admitted to tertiary care paediatric hospital with RSV-associated ARI. Design/Methods Observational cohort of children and adolescents aged 0-18 years admitted to two large Canadian children’s hospitals between July 1, 2022 - December 31, 2022, who had microbiological evidence of RSV infection. Detailed clinical and demographic information were extracted, including admission and discharge diagnoses, diagnostic tests, viral and bacterial testing, interventions, and respiratory settings. Clinical outcomes and complications were collected, including length of hospital admission, paediatric intensive care unit (PICU) admission, need for invasive mechanical ventilation, disposition, and death. Results There were 455 patients admitted with an RSV infection, of which a third (35.0%, n=146) were transfers from other hospitals. Cases were 41.0% male and the median age was 1.22 years (interquartile range [IQR] 0.19-3.06). Nearly two-thirds of patients (62.0%, n=284) were younger than 2 years of age, 8.6% had a history of prematurity. One third (31.0%, n=142) of patients had at least one documented comorbid condition, the most common diagnosis was asthma (6.6%). In addition to RSV, 3.5% (n=16) of patients had a simultaneous bacterial pathogen identified. Most patients (73%, n=330) were only RSV positive, while 24% (n=109) had two pathogens identified. One quarter (25.9%) were admitted to the PICU. The median length of hospital stay was 3 days (IQR 2.00-5.00) and for those admitted to the PICU, nearly two thirds of patients (63.0%, n=75) were admitted for less than 4 days. 0 patients died. The most common discharge diagnosis in 61.0% of patients (n=279) was bronchiolitis. There were 56 patients (12.3%) who had an unscheduled return visit to the ED within 30 days of discharge with 23.0% (n=13) requiring readmission to the hospital. Conclusion There continues to be a substantial volume of hospitalizations secondary to RSV infection, predominantly in those <2 years of age, with a prominent diagnosis of bronchiolitis. A quarter of patients had notable severity requiring PICU admission.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".