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Record W3097913359 · doi:10.3892/etm.2020.9421

[Comment] COVID‑19 threat and frontline paediatric care professionals

2020· article· en· W3097913359 on OpenAlexaff
Chryssie Koutsaftiki, Alexia Papatheodoropoulou, Georgia Papaioannou, Paraskevi Korovessi, Ioannis Mammas, Maria Theodoridou, Demetrios�� Spandidos

Bibliographic record

VenueExperimental and Therapeutic Medicine · 2020
Typearticle
Languageen
FieldMedicine
TopicLiterature Analysis and Criticism
Canadian institutionsCentre Casa
FundersNational and Kapodistrian University of AthensUniversity of Crete
KeywordsPreparednessContext (archaeology)MedicinePandemicPopulationHealth careHealth professionalsCoronavirus disease 2019 (COVID-19)Political scienceEnvironmental healthDiseaseInfectious disease (medical specialty)History

Abstract

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&lsquo;How prepared are paediatric health professionals for a future pandemic?&rsquo; The answer by Professor Alan Michael Weindling, Professor of Perinatal Medicine at the University of Liverpool&nbsp;(UK), to this question by the Paediatric Virology Study Group&nbsp;(PVSG), almost two years ago, in the context of the &lsquo;4th&nbsp;workshop on Paediatric Virology&rsquo; revealed a difficult reality: &lsquo;Those who work in developing countries may be, but most paediatric health professionals probably are not. Consider how long it took clinicians to appreciate the nature of the AIDS and therefore its best treatment and management&rsquo;&nbsp;(1). Professor Weindling also supported the commitment to &lsquo;lifelong learning&rsquo;, as well as the necessity of increased preparedness of the paediatric care professionals based on the ongoing, at that time, health crises of Ebola and Zika viruses&nbsp;(1,2).<br />Since 2007, the PVSG has focused on continuing medical education of the frontline paediatric professionals&nbsp;(3). The necessity for their increased preparedness against common viral infections, as well as emerging epidemic viral threats has been analysed in detail&nbsp;(4‑8), while in&nbsp;2018, the &lsquo;4th&nbsp;workshop on Paediatric Virology&rsquo; was dedicated to the 100&nbsp;years of the 1918&nbsp;Spanish flu pandemic on the Greek Aegean Sea island of Skyros, which devastated its population in less than 30&nbsp;days&nbsp;(9‑18). Despite all the discussions, recommendations and encouragement on the necessity to promote infection control measurements, to increase medical preparedness against a future pandemic threat and to intensify research efforts on novel immunization strategies and targeted anti‑viral agents, the COVID‑19 pandemic threat found the frontline paediatric care professionals unprepared, in fact. They were requested to fight on the frontline, in parallel to their colleagues in adult medicine, without proper scenario‑based, undergraduate or postgraduate medical education, no successful targeted therapeutic agents and no effective management and prevention strategies against the new virus, SARS‑CoV‑2; for this reason, the message by the PVSG at the beginning of the current COVID‑19 pandemic threat was referred to the humanitarian and solidarity role of the front line health medical and nursing professionals as well as their pragmatic needs (Table&nbsp;I).<br />To date, in Greece, a country, which until March&nbsp;30th, 2020 had 1,212&nbsp;cases and 46&nbsp;reported deaths with confirmed SARS‑CoV‑2 infection&nbsp;(19), the aim to increase the preparedness of the frontline paediatric care professionals in a short period of time has focused on advancing infection control measurements in primary, secondary and tertiary paediatric care. Paediatric care professionals in the COVID‑19 reference centres, as&nbsp;well&nbsp;as in general paediatric departments and neonatal units all over the country have attended scenario‑based educational interventions. These evolving educational interventions have been organized by the local Hospital Committees for Infectious Diseases in collaboration with the COVID‑19 reference centres in Greece and the National Public Health Organization over the last month, while paediatric medical and nursing personnel have been encouraged to attend international webinars on COVID‑19. Moreover, additional changes have been tried to be performed regarding the development of triage in paediatric emergency settings, the usage of personal protective equipment&nbsp;(PPE), appropriate decontamination and isolation facilities, as well as general paediatric equipment, negative pressure rooms in tertiary paediatric care as well as new beds in paediatric intensive care units (PICU). Recently, at the &lsquo;Aghia Sophia&rsquo; Children's Hospital in Athens, the Paediatric Infectious Diseases Unit &lsquo;MAKKA&rsquo;, which ceased to treat children with infectious diseases on August&nbsp;2014, was scheduled to re‑open, with a capacity of 20 beds&nbsp;‑&nbsp;including 2&nbsp;beds under negative pressure&nbsp;‑&nbsp;and admit paediatric cases with COVID‑19.<br />The fact that these &lsquo;last‑minute&rsquo; changes are in the correct direction is really encouraging. The future will show&nbsp;‑&nbsp;for one more time&nbsp;‑&nbsp;if these changes will promote further changes in an organized, evidence‑based, effective manner or not. As the clinical course of the SARS‑CoV‑2 infection in the majority of paediatric population is asymptomatic or mild, paediatric preparedness and current therapeutic protocols for children seem that will not be eventually needed&nbsp;(20-22). If this estimation is proven in the ensuing future, for paediatric health care professionals, the COVID‑19 threat will remain only an excellent virtual preparedness exercise, formulating major incident plans for potential paediatric victims. This exercise, though, should re‑evaluate the priorities in medical education and clinical practice, especially in a country, like Greece, which still encounters the consequences of the 10‑year financial crisis of&nbsp;2010.<br />Acknowledgements<br />This article is published in the context of the foundation of the Institute of Paediatric Virology (IPV; https://<br />paediatricvirology.org) based on the island of Euboea (Greece), under the auspices of the World Academy of Sciences (WAS) and the support of the Department of Clinical Virology of the University of Crete School of Medicine and the First Department of Paediatrics of the University of Athens School of Medicine. We would like to thank all the members of the IPV for their valuable comments and corrections.<br />Funding<br />No funding was received.<br />Availability of data and materials<br />Not applicable.<br />Authors' contributions<br />All authors (CK, AP, GP, PK, INM, MT and DAS) contributed to the conception and design of this manuscript, wrote the original draft, edited and critically revised the manuscript, read and approved the final manuscript.<br />Ethics approval and consent to participate<br />Not applicable.<br />Patient consent for publication<br />Not applicable.<br />Competing interests<br />CK, AP, GP and PK declare that they have no competing interests. INM, MT and DAS are co-founders of the Institute of Paediatric Virology (IPV). DAS is the Editor‑in‑Chief for the journal, but had no personal involvement in the reviewing process, or any influence in terms of adjudicating on the final decision, for this article.<br />References<br />Mammas IN and Spandidos DA: The future of medical education in neonatology, paediatrics and paediatric virology: An interview with Professor Alan Michael Weindling, Professor of Perinatal Medicine at the University of Liverpool. Exp Ther Med 16: 2805‑2808, 2018.<br />Mammas IN, Spandidos DA and Weindling AM: The future of paediatric education. Exp Ther Med 16: 2803‑2804, 2018.<br />Mammas IN, Theodoridou M and Spandidos DA: The development of the Paediatric Virology Study Group: Ten years in the making. Exp Ther Med 13: 363, 2017.<br />Christaki I, Beattie T and Midgley P: The challenge of modern biowarfare: ED preparedness for paediatric victims of the Ebola virus. Int J Mol Med 36: S90, 2015.<br />Mammas IN, Greenough A, Theodoridou M, Kramvis A, Christaki I, Koutsaftiki C, Koutsaki M, Portaliou DM, Kostagianni G, Panagopoulou P,&nbsp;et&nbsp;al: Current views and advances on Paediatric Virology: An update for paediatric trainees. Exp Ther Med 11: 6‑14, 2016.<br />Gardner S: It's never just a virus&nbsp;‑&nbsp;experiences from the frontline. Int J Mol Med 38: S65, 2016.<br />Thiagarajan P: Zika virus in pregnancy and infancy&nbsp;‑&nbsp;What do the paediatricians need to know? Int J Mol Med 38: S64, 2016.<br />Mammas IN, Theodoridou M, Kramvis A, Thiagarajan&nbsp;P, Gardner&nbsp;S, Papaioannou G, Melidou A, Koutsaki M, Kostagianni&nbsp;G, Achtsidis V,&nbsp;et&nbsp;al: Paediatric Virology: A rapidly increasing educational challenge. Exp Ther Med 13: 364‑377, 2017.<br />Mammas IN, Theodoridou M and Spandidos DA: The &lsquo;Spanish&rsquo; flu outbreak at the islands of Skyros, Euboea and Andros 100&nbsp;years ago. Int J Mol Med 42: S22, 2018.<br />Theodoridou M: Overview of influenza vaccination in children. Int J Mol Med 42: S17, 2018.<br />Thiagarajan P: Antiviral drugs in the clinical management of children with influenza. Int J Mol Med 42: S18, 2018.<br />Melidou A: Epidemiology of influenza types and subtypes in childhood. Int J Mol Med 42: S18, 2018.<br />Papaioannou G: Radiology issues of influenza in children. Int J Mol Med 42: S18, 2018.<br />Koutsaftiki C and Papatheodoropoulou A: Participation of paediatric health professionals into the vaccination programme against seasonal influenza. Int J Mol Med 42: S18, 2018.<br />Korovessi P: Prevention and management of influenza in childhood: The effect of probiotics. Int J Mol Med 42: S37, 2018.<br />Mammas IN, Theodoridou M, Thiagarajan P, Melidou&nbsp;A, Papaioannou G, Korovessi P, Koutsaftiki C, Papatheodoropoulou&nbsp;A, Calachanis M, Dalianis T,&nbsp;et&nbsp;al: A paediatric influenza update 100 years after the Skyros island Spanish flu outbreak. Exp Ther Med 17: 4327‑4336, 2019.<br />Mammas IN, Theodoridou M and Spandidos DA: The 1918 Spanish flu outbreak that devastated a Greek island underlines past lessons that must never be forgotten. Acta Paediatr 107: 2034, 2018.<br />Mammas IN, Drysdale SB, Rath B, Theodoridou M, Papaioannou&nbsp;G, Papatheodoropoulou A, Koutsounaki E, Koutsaftiki C, Kozanidou E, Achtsidis V,&nbsp;et&nbsp;al: Update on current views and advances on RSV infection (Review). Int J Mol Med&nbsp;46: 509‑520, 2020.<br />National Public Health Organization: Current state of Covid‑19 outbreak in Greece and timeline of key containment events. https://eody.gov.gr/en/current‑state‑of‑covid‑19‑outbreak‑in‑greece‑and‑timeline‑of‑key‑containment‑events/. Accessed <br />April 4, 2020.<br />National Public Health Organization: Antiviral medications and therapies of patients infected with the novel coronavirus SARS‑CoV‑2 (In Greek). https://eody.gov.gr/wp‑content/uploads/2020/03/covid‑19‑odigies‑therapeias.pdf. Accessed March 14, 2020.<br />Tsatsakis A, Calina D, Falzone L, Petrakis D, Mitrut R, Siokas&nbsp;V, Pennisi M, Lanza G, Libra M, Doukas SG, et&nbsp;al: SARS-CoV-2 pathophysiology and its clinical implications: An integrative overview of the pharmacotherapeutic management of COVID-19. Food Chem Toxicol 146: 111769, 2020.<br />Felsenstein S, Herbert JA, McNamara PS and Hedrich&nbsp;CM: COVID-19: Immunology and treatment options. Clin Immunol&nbsp;215: 108448, 2020.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.606
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.348
Teacher spread0.313 · 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 teacher head, not a consensus.

Study designNot applicable
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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Citations1
Published2020
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