Fast track triage for COVID-19 based on a population study: The soda score

Background: Healthcare systems are under prominent stress due to the COVID-19 pandemic. A fast and simple triage is mandatory to screen patients who will benefit from early hospitalization, from those that can be managed as outpatients. There is a lack of all-comers scores, and no score has been pro...

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Main Authors: Javier Lopez-Pais, Diego López Otero, Teba González-Ferrero, Carla Eugenia Cacho Antonio, Pablo José Antúnez Muiños, Marta Perez-Poza, Óscar Otero García, Victor Jimenez Ramos, Manuela Sestayo Fernández, María Bastos Fernandez, Xoan Carlos Sanmartin Pena, Alfonso Varela Roman, Manuel Portela Romero, Ana López Lago, Julián Álvarez Escudero, Alberto San Román, Jose Ramón Gonzalez-Juanatey
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Preventive Medicine Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2211335520302564
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author Javier Lopez-Pais
Diego López Otero
Teba González-Ferrero
Carla Eugenia Cacho Antonio
Pablo José Antúnez Muiños
Marta Perez-Poza
Óscar Otero García
Victor Jimenez Ramos
Manuela Sestayo Fernández
María Bastos Fernandez
Xoan Carlos Sanmartin Pena
Alfonso Varela Roman
Manuel Portela Romero
Ana López Lago
Julián Álvarez Escudero
Alberto San Román
Jose Ramón Gonzalez-Juanatey
spellingShingle Javier Lopez-Pais
Diego López Otero
Teba González-Ferrero
Carla Eugenia Cacho Antonio
Pablo José Antúnez Muiños
Marta Perez-Poza
Óscar Otero García
Victor Jimenez Ramos
Manuela Sestayo Fernández
María Bastos Fernandez
Xoan Carlos Sanmartin Pena
Alfonso Varela Roman
Manuel Portela Romero
Ana López Lago
Julián Álvarez Escudero
Alberto San Román
Jose Ramón Gonzalez-Juanatey
Fast track triage for COVID-19 based on a population study: The soda score
Preventive Medicine Reports
Score
Triage
Fast-track
COVID-19
Prognosis
author_facet Javier Lopez-Pais
Diego López Otero
Teba González-Ferrero
Carla Eugenia Cacho Antonio
Pablo José Antúnez Muiños
Marta Perez-Poza
Óscar Otero García
Victor Jimenez Ramos
Manuela Sestayo Fernández
María Bastos Fernandez
Xoan Carlos Sanmartin Pena
Alfonso Varela Roman
Manuel Portela Romero
Ana López Lago
Julián Álvarez Escudero
Alberto San Román
Jose Ramón Gonzalez-Juanatey
author_sort Javier Lopez-Pais
title Fast track triage for COVID-19 based on a population study: The soda score
title_short Fast track triage for COVID-19 based on a population study: The soda score
title_full Fast track triage for COVID-19 based on a population study: The soda score
title_fullStr Fast track triage for COVID-19 based on a population study: The soda score
title_full_unstemmed Fast track triage for COVID-19 based on a population study: The soda score
title_sort fast track triage for covid-19 based on a population study: the soda score
publisher Elsevier
series Preventive Medicine Reports
issn 2211-3355
publishDate 2021-03-01
description Background: Healthcare systems are under prominent stress due to the COVID-19 pandemic. A fast and simple triage is mandatory to screen patients who will benefit from early hospitalization, from those that can be managed as outpatients. There is a lack of all-comers scores, and no score has been proposed for western-world population. Aims: To develop a fast-track risk score valid for every COVID-19 patient at diagnosis. Methods: Single-center, retrospective study based on all the inhabitants of a healthcare area. Logistic regression was used to identify simple and wide-available risk factors for adverse events (death, intensive care admission, invasive mechanical ventilation, bleeding > BARC3, acute renal injury, respiratory insufficiency, myocardial infarction, acute heart failure, pulmonary emboli, or stroke). Results: Of the total healthcare area population, 447.979 inhabitants, 965 patients (0.22%), were diagnosed with COVID-19. A total of 124 patients (12.85%) experienced adverse events. The novel SODA score (based on sex, peripheral O2 saturation, presence of diabetes, and age) demonstrated good accuracy for adverse events prediction (area under ROC curve 0.858, CI: 0.82–0.98). A cut-off value of ≤2 points identifies patients with low risk (positive predictive value [PPV] for absence of events: 98.9%) and a cut-off of ≥5 points, high-risk patients (PPV 58.8% for adverse events). Conclusions: This quick and easy score allows fast-track triage at the moment of diagnosis for COVID-19 using four simple variables: age, sex, SpO2, and diabetes. SODA score could improve preventive measures taken at diagnosis in high-risk patients and also relieve resources by identifying very low-risk patients.
topic Score
Triage
Fast-track
COVID-19
Prognosis
url http://www.sciencedirect.com/science/article/pii/S2211335520302564
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spelling doaj-2438412098f2429fafa04c7739b8538f2021-02-21T04:32:54ZengElsevierPreventive Medicine Reports2211-33552021-03-0121101298Fast track triage for COVID-19 based on a population study: The soda scoreJavier Lopez-Pais0Diego López Otero1Teba González-Ferrero2Carla Eugenia Cacho Antonio3Pablo José Antúnez Muiños4Marta Perez-Poza5Óscar Otero García6Victor Jimenez Ramos7Manuela Sestayo Fernández8María Bastos Fernandez9Xoan Carlos Sanmartin Pena10Alfonso Varela Roman11Manuel Portela Romero12Ana López Lago13Julián Álvarez Escudero14Alberto San Román15Jose Ramón Gonzalez-Juanatey16Cardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain; CIBERCV, Spain; Corresponding author at: Interventional Cardiology Unit. Cardiology Department, Complejo Hospitalario Universitario de Santiago de Compostela, Rúa da Choupana s/n. 15703, Santiago de Compostela, Spain.Cardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain; CIBERCV, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain; CIBERCV, Spain; Instituto de Investigación Sanitaria IDICHUS, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain; CIBERCV, Spain; Instituto de Investigación Sanitaria IDICHUS, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain; CIBERCV, Spain; Instituto de Investigación Sanitaria IDICHUS, SpainPrimary Healthcare, Centro de Salud Concepción Arenal, Santiago de Compostela, SpainIntensive Care Unit, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainAnaesthesia Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, SpainCardiology Department, University Clinical Hospital of Valladolid, Valladolid, SpainCardiology Department, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain; CIBERCV, SpainBackground: Healthcare systems are under prominent stress due to the COVID-19 pandemic. A fast and simple triage is mandatory to screen patients who will benefit from early hospitalization, from those that can be managed as outpatients. There is a lack of all-comers scores, and no score has been proposed for western-world population. Aims: To develop a fast-track risk score valid for every COVID-19 patient at diagnosis. Methods: Single-center, retrospective study based on all the inhabitants of a healthcare area. Logistic regression was used to identify simple and wide-available risk factors for adverse events (death, intensive care admission, invasive mechanical ventilation, bleeding > BARC3, acute renal injury, respiratory insufficiency, myocardial infarction, acute heart failure, pulmonary emboli, or stroke). Results: Of the total healthcare area population, 447.979 inhabitants, 965 patients (0.22%), were diagnosed with COVID-19. A total of 124 patients (12.85%) experienced adverse events. The novel SODA score (based on sex, peripheral O2 saturation, presence of diabetes, and age) demonstrated good accuracy for adverse events prediction (area under ROC curve 0.858, CI: 0.82–0.98). A cut-off value of ≤2 points identifies patients with low risk (positive predictive value [PPV] for absence of events: 98.9%) and a cut-off of ≥5 points, high-risk patients (PPV 58.8% for adverse events). Conclusions: This quick and easy score allows fast-track triage at the moment of diagnosis for COVID-19 using four simple variables: age, sex, SpO2, and diabetes. SODA score could improve preventive measures taken at diagnosis in high-risk patients and also relieve resources by identifying very low-risk patients.http://www.sciencedirect.com/science/article/pii/S2211335520302564ScoreTriageFast-trackCOVID-19Prognosis