Evidence map›Paper›PMID 33564833›Full record

ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2021

Coronavirus Disease 2019 (COVID-19) Diagnostic Clinical Decision Support: A Pre-Post Implementation Study of CORAL (COvid Risk cALculator).

Caitlin M Dugdale, David M Rubins, Hang Lee, Suzanne M McCluskey, Edward T Ryan, Camille N Kotton, Rocio M Hurtado, Andrea L Ciaranello, Miriam B Barshak, Dustin S McEvoy and 18 more

Open access · bronzeAbstract read
In one paragraph

Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.8field-weighted citation impact, top 16% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 17 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors at 5 institutions in 1 country.

Caitlin M DugdaleDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
David M RubinsHarvard Medical School, Boston, Massachusetts, USA.
Hang LeeHarvard Medical School, Boston, Massachusetts, USA.
Suzanne M McCluskeyDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Edward T RyanDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Camille N KottonDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Rocio M HurtadoDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Andrea L CiaranelloDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Miriam B BarshakDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Dustin S McEvoyMass General Brigham Clinical Informatics, Boston, Massachusetts, USA.
Sandra B NelsonDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Nesli BasgozDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Jacob E LazarusDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Louise C IversDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Jennifer L ReedyDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Kristen M HysellDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Jacob E LemieuxDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Howard M HellerDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Sayon DuttaHarvard Medical School, Boston, Massachusetts, USA.
John S AlbinDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Tyler S BrownDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Amy L MillerDepartment of Medicine, Brigham & Women's Hospital, Boston, Massachusetts, USA.
Stephen B CalderwoodDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Rochelle P WalenskyDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Kimon C ZacharyDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
David C HooperDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Emily P HyleDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Erica S ShenoyDivision of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA.
Harvard University · USMassachusetts General Hospital · USBrigham and Women's Hospital · USCenter for Disease Dynamics, Economics & Policy · USMass General Brigham · US

Funding

Optimizing HIV Care in Less Developed CountriesR01AI058736 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI Kenneth Alan Freedberg, Emily Parker Hyle · 2004 to 2026
$21.5M
INFECTIOUS DISEASE AND BASIC MICROBIOLOGICAL MECHANISMST32AI007061 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI Marcia B Goldberg · 1985 to 2026
$12.1M
Optimizing HIV Care in Less Developed CountriesR37AI058736 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI FREEDBERG, KENNETH ALAN · 2018 to 2024
$6.6M
Modeling the Effects of HIV, Chlamydia, and Gonorrhea in Mother-Infant Pairs in Botswana.K08HD101342 · NICHD · MASSACHUSETTS GENERAL HOSPITAL · PI DUGDALE, CAITLIN · 2020 to 2024
$897k
Innate Immune Response to Aspergillus fumigatus Cell Wall CarbohydratesK08AI141755 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI REEDY, JENNIFER LYNNE · 2019 to 2022
$799k
ACL HHS U01CK000490CDC HHS U01CK000490NCEZID CDC HHS U01 CK000490NIAID NIH HHS K08 AI141755NIAID NIH HHS R01 AI058736NIAID NIH HHS R37 AI058736NIAID NIH HHS T32 AI007061NICHD NIH HHS K08 HD101342
6 · The paper itself

Abstract

backgroundIsolation of hospitalized persons under investigation (PUIs) for coronavirus disease 2019 (COVID-19) reduces nosocomial transmission risk. Efficient evaluation of PUIs is needed to preserve scarce healthcare resources. We describe the development, implementation, and outcomes of an inpatient diagnostic algorithm and clinical decision support system (CDSS) to evaluate PUIs.

methodsWe conducted a pre-post study of CORAL (COvid Risk cALculator), a CDSS that guides frontline clinicians through a risk-stratified COVID-19 diagnostic workup, removes transmission-based precautions when workup is complete and negative, and triages complex cases to infectious diseases (ID) physician review. Before CORAL, ID physicians reviewed all PUI records to guide workup and precautions. After CORAL, frontline clinicians evaluated PUIs directly using CORAL. We compared pre- and post-CORAL frequency of repeated severe acute respiratory syndrome coronavirus 2 nucleic acid amplification tests (NAATs), time from NAAT result to PUI status discontinuation, total duration of PUI status, and ID physician work hours, using linear and logistic regression, adjusted for COVID-19 incidence.

resultsFewer PUIs underwent repeated testing after an initial negative NAAT after CORAL than before CORAL (54% vs 67%, respectively; adjusted odd ratio, 0.53 [95% confidence interval, .44-.63]; P < .01). CORAL significantly reduced average time to PUI status discontinuation (adjusted difference [standard error], -7.4 [0.8] hours per patient), total duration of PUI status (-19.5 [1.9] hours per patient), and average ID physician work-hours (-57.4 [2.0] hours per day) (all P < .01). No patients had a positive NAAT result within 7 days after discontinuation of precautions via CORAL.

conclusionsCORAL is an efficient and effective CDSS to guide frontline clinicians through the diagnostic evaluation of PUIs and safe discontinuation of precautions.

Indexed as

AnthozoaCOVID-19AnimalsHumansNucleic Acid Amplification TechniquesOdds RatioSARS-CoV-2clinical decision support systemCOVID-19 diagnosisdiagnostic algorithmelectronic health record

Identifiers

PMID33564833
PMCPMC7929052
OpenAlexW3129034937

What OpenQuestion holds

Textmetadata
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.