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Abstract 15474: Factors Associated With Shock at Presentation for Patients With Kawasaki Disease versus Multisystem Inflammatory Syndrome in Children Associated With COVID-19

2023· article· en· W4389944191 on OpenAlexaff
Supriya Jain, R. P. Lowndes, Michelle M. Grcic, Ayisha Bashir, Luis Garrido, Nagib Dahdah, Nilanjana Misra, Joseph J. Pagano, Victoria Maksymiuk, Pei‐Ni Jone, Deepa Prasad, Tyler H. Harris, Benjamin Barnes, Tapas Mondal, Manaswitha Khare, Dongngan T. Truong, Pedrom Farid, Cedric Manlhiot, Brian W. McCrindle

Bibliographic record

VenueCirculation · 2023
Typearticle
Languageen
FieldMedicine
TopicKawasaki Disease and Coronary Complications
Canadian institutionsHospital for Sick ChildrenMcMaster UniversityUniversity of AlbertaCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsMedicineShock (circulatory)Kawasaki diseaseToxic shock syndromeFerritinInternal medicineDemographicsCardiogenic shockCardiologyGastroenterologyMyocardial infarction

Abstract

fetched live from OpenAlex

Background: Comparisons between Kawasaki disease (KD) and Multisystem Inflammatory Syndrome in Children (MIS-C) have been critiqued, with suggestions that KD Shock Syndrome (KDSS) patients may be a more valid comparison. We compared contemporaneous KD and MIS-C patients, both with and without shock at presentation. Methods: The International KD Registry enrolled 2144 patients with either KD (site diagnosis confirmed by AHA criteria) or MIS-C (site diagnosis confirmed by CDC criteria) from 40 sites in 7 countries from 01/2020 to 01/2023. Data collected included demographics, clinical features and presentation, management, laboratory values, and outcomes, and diagnosis/shock groups were compared. Results: Shock at presentation was noted for 19 of 672 (2.8%) KD patients and 653 of 1472 (38%; p<0.001) MIS-C patients. For both groups, shock patients were significantly more likely to be admitted to ICU, receive inotropes, and have cardiac arrest or arrhythmia. Groups did not differ by sex, but MIS-C patients and shock patients were older. While MIS-C shock patients were less likely to be White, KD shock and MIS-C shock patients more likely to be Black. For inflammatory markers, while shock patients in both groups had higher CRP and ferritin compared to non-shock patients, ESR was similar in both groups to non-shock patients, and higher WBC was only noted for MIS-C shock versus MIS-C non-shock patients. KD shock patients had similar values to MIS-C shock patients, with the exception of lower ferritin. Shock patients had higher NTproBNP (both diagnoses) and Troponin I (MIS-C only). Shock patients had lower LV ejection fraction, more so for MIS-C patients ( Figure A ). KD shock patients had higher max coronary artery Z scores versus MIS-C patients ( Figure B ). Conclusions: KD shock patients are more similar to MIS-C patients, particularly those with shock. Shock was associated with worse coronary artery involvement for KD patients, and worse LV dysfunction for both MIS-C and KD.

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)0.003
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 score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.035
GPT teacher head0.284
Teacher spread0.249 · 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".

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Citations0
Published2023
Admission routes1
Has abstractyes

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