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Record W4365446828 · doi:10.14745/ccdr.v49i04a03

Resource use and disease severity of children hospitalized for COVID-19 versus multisystem inflammatory syndrome in children (MIS-C) in Canada

2023· article· en· W4365446828 on OpenAlexaffvenueabout
Daniel S. Farrar, Charlotte Moore Hepburn, Olivier Drouin, Tala El Tal, Marie‐Paule Morin, Roberta Berard, Melanie King, Melanie Laffin Thibodeau, Krista Baerg, Guillaume Beaudoin-Bussières, Camille Beaufils, Terri-Lyn Bennett, Susanne M. Benseler, Kevin Chan, Claude Cyr, Nagib Dahdah, Elizabeth Donner, Joanne Embreé, Catherine M. Farrell, Andrés Finzi, Sarah Forgie, Ryan Giroux, Kristopher T. Kang, Bianca Lang, Ronald M. Laxer, Brian W. McCrindle, Julia Orkin, Jesse Papenburg, Catherine Pound, Victoria Price, Jean-Phillippe Proulx-Gauthier, Rupeena Purewal, Manish Sadarangani, Marina I. Salvadori, Roseline Thibeault, Karina A. Top, Isabelle Viel‐Thériault, Élie Haddad, Rosie Scuccimarri, Rae S. M. Yeung, Fatima Kakkar, Shaun K. Morris

Bibliographic record

VenueCanada Communicable Disease Report · 2023
Typearticle
Languageen
FieldMedicine
TopicKawasaki Disease and Coronary Complications
Canadian institutionsPublic Health OntarioBC Children's HospitalUniversité LavalMcGill University Health CentreUniversity of AlbertaUniversity of British ColumbiaCentre Hospitalier Universitaire de SherbrookeChildren's Hospital of Eastern OntarioUniversity of ManitobaTrillium Health CentreUniversity of CalgaryWomen's College HospitalSaskatchewan Health AuthorityInstitute for Clinical Evaluative SciencesPublic Health Agency of CanadaCanadian Paediatric SocietyHospital for Sick ChildrenUniversity of SaskatchewanUniversité de MontréalStollery Children's HospitalAlberta Children's HospitalSaskatchewan HealthSickKids FoundationMontreal Children's HospitalUniversity of TorontoLondon Health Sciences CentreDalhousie UniversityCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsMedicineNasal cannulaCoronavirus disease 2019 (COVID-19)Mechanical ventilationPediatricsConfidence intervalProspective cohort studyIntensive care unitEmergency medicineSeverity of illnessDiseaseIntensive care medicineInternal medicineCannulaInfectious disease (medical specialty)Surgery

Abstract

fetched live from OpenAlex

Background: Direct comparisons of paediatric hospitalizations for acute coronavirus disease 2019 (COVID-19) and multisystem inflammatory syndrome in children (MIS-C) can inform health system planning. We describe the absolute and relative hospital burden of acute paediatric COVID-19 and MIS-C in Canada. Methods: This national prospective study was conducted via the Canadian Paediatric Surveillance Program from March 2020-May 2021. Children younger than 18 years old and hospitalized for acute COVID-19 or MIS-C were included in the analysis. Outcomes included supplemental oxygen (low-flow oxygen or high-flow nasal cannula), ventilation (non-invasive or conventional mechanical), vasopressors, paediatric intensive care unit (PICU) admission, or death. Adjusted risk differences (aRD) and 95% confidence intervals (CI) were calculated to identify factors associated with each diagnosis. Results: Overall, we identified 330 children hospitalized for acute COVID-19 (including five deaths) and 208 hospitalized for MIS-C (including zero deaths); PICU admission was required for 49.5% of MIS-C hospitalizations versus 18.2% of acute COVID-19 hospitalizations (aRD 20.3; 95% CI, 9.9-30.8). Resource use differed by age, with children younger than one year hospitalized more often for acute COVID-19 (aRD 43.4% versus MIS-C; 95% CI, 37.7-49.1) and more children 5-11 years hospitalized for MIS-C (aRD 38.9% vs. acute COVID-19; 95% CI, 31.0-46.9). Conclusion: While there were more hospitalizations and deaths from acute paediatric COVID-19, MIS-C cases were more severe, requiring more intensive care and vasopressor support. Our findings suggest that both acute COVID-19 and MIS-C should be considered when assessing the overall burden of severe acute respiratory syndrome coronavirus 2 in hospitalized children.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.178

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.004
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.025
GPT teacher head0.268
Teacher spread0.243 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2023
Admission routes3
Has abstractyes

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