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THE CHALLENGING AND UNPREDICTABLE SPECTRUM OF COVID-19 IN CHILDREN AND ADOLESCENTS

2020· editorial· en· W3084286061 on OpenAlexaboutno aff
Marco Aurélio Palazzi Sáfadi, Clóvis A. Silva

Bibliographic record

VenueRevista Paulista de Pediatria · 2020
Typeeditorial
Languageen
FieldMedicine
TopicKawasaki Disease and Coronary Complications
Canadian institutionsnot available
FundersConselho Nacional de Desenvolvimento Científico e TecnológicoFundação de Amparo à Pesquisa do Estado de São Paulo
KeywordsCoronavirus disease 2019 (COVID-19)2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)MedicinePandemicSpectrum (functional analysis)PsychologyVirologyOutbreakPhysicsDiseaseInternal medicine

Abstract

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A novel coronavirus, named severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), emerged in China in the end of 2019 and after less than 6 months its related disease (COVID-19) has already affected more than 6 million individuals in almost all countries worldwide.COVID-19 was declared a pandemic by the World Health Organization on March 11, 2020, becoming one of the most challenging and concerning public health crisis faced by this generation.[1][2][3][4] A striking feature of COVID-19 pandemic is that children and adolescents seem to be less frequently infected by SARS-CoV-2 comparing to adults.Preliminary evidence also shows that, unlike influenza or respiratory syncytial virus, children do not play a critical role in SARS-CoV-2 transmission in the community.5 Furthermore, although most infected children and adolescents are asymptomatic or present mild symptoms, recent unexpected data showing the emergence of a late-onset severe inflammatory syndrome temporally associated with SARS-CoV-2 highlights the importance of continued surveillance around the world.6 Data from laboratory-confirmed COVID-19 cases in Asia, Europe and North America, by age groups, showed that the prevalence of children and adolescents in these case series ranged from 1.0 to 1.7%.The clinical spectrum of pediatric COVID-19 is wide, ranging from asymptomatic to critically ill cases.Fever and cough were consistently the most common reported symptoms in these case series, although less frequently than in adults, followed by pharyngeal erythema, shortness of breath, rhinorrhea, nausea, abdominal pain, vomiting and diarrhea.Additional symptoms reported included myalgia, tiredness, headache, anosmia and ageusia.More recently, variable cutaneous manifestations have been described in pediatric populations with COVID-19, including erythematous rashes, urticaria, vesicular and chilblain-like lesions.7 Leucopenia, lymphopenia and increased inflammatory markers (erythrocyte sedimentation rate, C-reactive protein or procalcitonin) were the most frequently reported laboratorial findings in children and adolescents with COVID-19.Although data is limited comparing to adults, lymphopenia, high levels of C-reactive protein, procalcitonin, D-dimer and creatine kinase muscle and brain (MB) biomarkers were laboratorial findings associated with more severe disease.[1][2][3][4][5][6][7] Clinical course of COVID-19 in children and adolescents uncommonly resulted in life-threatening illness with severe outcomes.In the largest reported case series from USA, with information on hospitalization status, approximately 20% of the children and adolescents were hospitalized and 2% of them were admitted in Pediatric Intensive Care Units (PICU).Importantly, infants aged <1 year represented the age group with the highest percentage of hospitalization among COVID-19 pediatric patients.Less than 1% of children and adolescents had severe COVID-19 with acute respiratory distress syndrome or multiorgan failure.8 A recent study reporting the outcomes of children and adolescents with COVID-19 admitted to USA and Canadian PICU showed severe disease is less frequent, and early outcomes in children hospitalized are far better comparing to adults.Interestingly, among 46 children and adolescents (median age 13 years) admitted to the PICU, 40 (83%) were found to have chronic underlying health conditions, 18 (38%) of them required invasive ventilatory support and only 2 (4.2%) died.9 17.Diamond M, Pierson T. The challenges of vaccine development against a new virus during a pandemic.Cell

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.008
GPT teacher head0.273
Teacher spread0.265 · 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 designNot applicable
Domainnot available
GenreEditorial

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

Citations107
Published2020
Admission routes1
Has abstractyes

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