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Record W3107451334 · doi:10.1542/peds.2020-023861ppp

Prevalence of Continuous Pulse Oximetry Monitoring in Hospitalized Children With Bronchiolitis Not Requiring Supplemental Oxygen

2020· article· en· W3107451334 on OpenAlexaboutno aff
Harvey L. Leo

Bibliographic record

VenuePEDIATRICS · 2020
Typearticle
Languageen
FieldMedicine
TopicRespiratory Support and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePulse oximetryBronchiolitisSupplemental oxygenIntensive care medicineEmergency medicinePediatricsAnesthesiaRespiratory systemInternal medicine

Abstract

fetched live from OpenAlex

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AAP Policy SupplementsSupplements Publish Supplement MultimediaVideo Abstracts Pediatrics On Call Podcast Subscribe Alerts Careers Discover Pediatric Collections on COVID-19 and Racism and Its Effects on Pediatric Health Asthma Prevalence of Continuous Pulse Oximetry Monitoring in Hospitalized Children With Bronchiolitis Not Requiring Supplemental Oxygen Harvey L. Leo Pediatrics December 2020, 146 (Supplement 4) S363; DOI: https://doi.org/10.1542/peds.2020-023861PPP ArticleInfo & MetricsComments Download PDF CP Bonafide, R Xiao, PW Brady. JAMA. 2020;323(15):1467–1477PURPOSE OF THE STUDY:To measure continuous pulse oximetry use in children with bronchiolitis.STUDY POPULATION:A multicenter cross-sectional study was performed in pediatric wards in 56 US and Canadian hospitals in the Pediatric Research in Inpatient Settings Network from December 1, 2018, through March 31, 2019.METHODS:Participants included a convenience sample of patients aged 8 weeks through 23 months with bronchiolitis who were not receiving active supplemental oxygen administration. Patients with extreme prematurity, cyanotic congenital heart disease, pulmonary hypertension, home respiratory support, neuromuscular disease, immunodeficiency, or cancer were excluded.RESULTS:The sample included 3612 patient observations in 33 freestanding children’s hospitals, 14 children’s hospitals within hospitals, and 9 community hospitals. In the sample, 59% were male, 56% were white, and 15% were Black; 48% were aged 8 weeks through 5 months, 28% were aged 6 through 11 months, 16% were aged 12 through 17 months, and 9% were aged 18 through 23 months. The overall continuous pulse oximetry monitoring use percentage in these patients, none of whom were receiving any supplemental oxygen or nasal cannula flow, was 46% (95% CI, 40%–53%). Hospital-level unadjusted continuous pulse oximetry use ranged from 2% to 92%. After risk standardization, use ranged from 6% to 82%. Intraclass correlation coefficient suggested that 27% (95% CI, 19%–36%) of observed variation was attributable to unmeasured hospital-level factors.CONCLUSIONS:In a convenience sample of children hospitalized with bronchiolitis who were not receiving active supplemental oxygen administration, monitoring with continuous pulse oximetry was frequent and varied widely among hospitals. Because of the apparent absence of a guideline or evidence-based indication for continuous monitoring in this population, this practice may represent overuse.REVIEWER COMMENTS:For many clinicians, the treatment of bronchiolitis revolves specifically around supportive care, previous attempts of inhaled steroids, short-acting β-agonists, or oral steroids have been found to be ineffective in shortening hospital stays or clinical outcomes. Even with inpatient observation, it is clear that use of continuous pulse oximetry in children not receiving continuous supplemental oxygen is likely unnecessary, and alternative measures of clinical status should be considered. For clinicians struggling to support families at home, this also may indicate the use of home pulse oximetry measurements by caregivers does not assist in identifying children in true respiratory distress and is likely overused with little benefit.Copyright © 2020 by the American Academy of Pediatrics PreviousNext Back to top Advertising Disclaimer » In this issue Pediatrics Vol. 146, Issue Supplement 4 1 Dec 2020 Table of ContentsIndex by author View this article with LENS PreviousNext Email Article Thank you for your interest in spreading the word on American Academy of Pediatrics.NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address. Your Email * Your Name * Send To * Enter multiple addresses on separate lines or separate them with commas. You are going to email the following Prevalence of Continuous Pulse Oximetry Monitoring in Hospitalized Children With Bronchiolitis Not Requiring Supplemental Oxygen Message Subject (Your Name) has sent you a message from American Academy of Pediatrics Message Body (Your Name) thought you would like to see the American Academy of Pediatrics web site. Your Personal Message CAPTCHAThis question is for testing whether or not you are a human visitor and to prevent automated spam submissions. Request Permissions Article Alerts Log in You will be redirected to aap.org to login or to create your account. Or Sign In to Email Alerts with your Email Address Email * Citation Tools Prevalence of Continuous Pulse Oximetry Monitoring in Hospitalized Children With Bronchiolitis Not Requiring Supplemental Oxygen Harvey L. Leo Pediatrics Dec 2020, 146 (Supplement 4) S363; DOI: 10.1542/peds.2020-023861PPP Citation Manager Formats BibTeXBookendsEasyBibEndNote (tagged)EndNote 8 (xml)MedlarsMendeleyPapersRefWorks TaggedRef ManagerRISZotero Share Prevalence of Continuous Pulse Oximetry Monitoring in Hospitalized Children With Bronchiolitis Not Requiring Supplemental Oxygen Harvey L. Leo Pediatrics Dec 2020, 146 (Supplement 4) S363; DOI: 10.1542/peds.2020-023861PPP Share This Article: Copy Print Download PDF Insight Alerts Table of Contents Jump to section ArticlePURPOSE OF THE STUDY:STUDY POPULATION:METHODS:RESULTS:CONCLUSIONS:REVIEWER COMMENTS:Info & MetricsComments Related ArticlesNo related articles found.Google Scholar Cited By...No citing articles found.Google Scholar More in this TOC SectionAsthma Prescribing Emergency Oral Steroids in Asthma Clinics [published online ahead of print June 11, 2019] The Projected Economic and Health Burden of Uncontrolled Asthma in the United States Effects of Age, Sex, Race/Ethnicity, and Allergy Status in Obesity-Related Pediatric Asthma Show more Asthma Diagnosis and Management Association of Childhood Asthma With Federal Rental Assistance Association Between Bedroom Particulate Matter Filtration and Changes in Airway Pathophysiology in Children With Asthma Show more Diagnosis and Management Similar Articles Journal Info Editorial Board Editorial Policies Overview Licensing Information Authors/Reviewers Author Guidelines Submit My Manuscript Open Access Reviewer Guidelines Librarians Institutional Subscriptions Usage Stats Support Contact Us Subscribe Resources Media Kit About International Access Terms of Use Privacy Statement FAQ AAP.org shopAAP Follow American Academy of Pediatrics on Instagram Visit American Academy of Pediatrics on Facebook Follow American Academy of Pediatrics on Twitter Follow American Academy of Pediatrics on Youtube RSS © 2021 American Academy of Pediatrics

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)0.003
metaresearch head score (Gemma)0.025
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.025
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.018
GPT teacher head0.260
Teacher spread0.242 · 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
Published2020
Admission routes1
Has abstractyes

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