40 Respiratory syncytial virus-related outcomes from an abbreviated palivizumab dose regimen in children with congenital heart disease
Bibliographic record
Abstract
Respiratory Syncytial Virus (RSV) is a leading cause of hospital admission for acute lower respiratory tract infections (LRTI) in young children. Infants with congenital heart disease (CHD) are at a higher risk of severe infection, specifically those with hemodynamically significant intra-cardiac shunts, impaired cardiac function or pulmonary hypertension. Palivizumab prevents RSV-related hospitalizations in children with higher risk indications, including CHD, however the number of doses required to achieve optimal protection remains controversial. We report the clinical outcomes of children with CHD who received an abbreviated Palivizumab 4-dose schedule, with an increased inter-dose interval in our region. To report hospitalization outcomes in children with CHD who received an abbreviated 4-dose Palivizumab dose schedule through the centrally managed regional RSV Immunoprophylaxis Program. Retrospective population-based study of children with CHD enrolled into the regional RSV Program between 2012–2016. Children received palivizumab between November and April. Eligibility was defined according to our provincial guidelines and this defined our sample size. The primary outcome was in-season hospitalizations for RSV-confirmed or potentially RSV-related (unknown) LRTI determined by cross referencing the RSV Program database and the Canadian Institute of Health Informatics (CIHI) discharge abstract database (DAD) using seven RSV-related ICD-10 diagnostic codes. Children were categorized according to CHD subtype. Analysis was by intention-to-treat. A total of 325 children ([mean ± SD] gestational age 37.9±6.2 weeks; birth weight 2870±871 grams) were approved to receive 406 palivizumab courses. Between November 2012 and April 2016, 89 hospitalizations occurred in CHD patients. Of this, seventeen were RSV-confirmed hospitalizations (median age 5.9 [IQR 4 to 10]months); 8 additional cases were not tested for RSV, for a maximum rate of hospitalizationsfor RSV-confirmed or unknown of 6.2 per 100 approvals (95%CI: 4.0 to 9.0%). 24/25 RSV-confirmed or potentially RSV-related hospitalizations occurred before the 4thPalivizumab dose. Only one RSV-confirmed hospitalization occurred (52 days) after the 4th Palivizumab dose. Clinical characteristics of children with RSV-confirmed hospitalizations (n=17) were similar to those with RSV-unrelated hospitalizations (n=40). Our data provide population-based evidence of the protection achieved by a 4-dose Palivizumab dose schedule in infants with CHD. This clinical practice yields substantial benefits to children, their families, and to the health care system, such as reduced visits, injections, and costs, compared to a standard 5-dose schedule. Our results warrant confirmation in other geographic areas.
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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 | 0.000 | 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) | 0.001 | 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".