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Research ArticleOriginal Research

Development and Validation of Simple Risk Scores to Predict Hospitalization in Outpatients with COVID-19 Including the Omicron Variant

Mark H. Ebell, Roya Hamadani and Autumn Kieber-Emmons
The Journal of the American Board of Family Medicine September 2022, jabfm.2022.AP.220056; DOI: https://doi.org/10.3122/jabfm.2022.AP.220056
Mark H. Ebell
From Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, (MHE); University of South Florida Morsani College of Medicine, Lehigh Valley Health Network, Allentown, PA (RH, AKE).
MD, MS
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Roya Hamadani
From Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, (MHE); University of South Florida Morsani College of Medicine, Lehigh Valley Health Network, Allentown, PA (RH, AKE).
MPH
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Autumn Kieber-Emmons
From Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, (MHE); University of South Florida Morsani College of Medicine, Lehigh Valley Health Network, Allentown, PA (RH, AKE).
MD, MPH
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References

  1. 1.↵
    1. Lombardi Y,
    2. Azoyan L,
    3. Szychowiak P,
    4. et al
    . External validation of prognostic scores for COVID-19: a multicenter cohort study of patients hospitalized in Greater Paris university hospitals. Intensive Care Med 2021;47:1426–39.
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    1. Knight SR,
    2. Ho A,
    3. Pius R,
    4. et al
    . Risk stratification of patients admitted to hospital with COVID-19 using the ISARIC WHO clinical characterisation protocol: Development and validation of the 4C mortality score. The BMJ 2020;m3339.
  3. 3.↵
    1. Jiang M,
    2. Li C,
    3. Zheng L,
    4. et al
    . A biomarker-based age, biomarkers, clinical history, sex (ABCS)-mortality risk score for patients with coronavirus disease 2019. Ann Transl Med 2021;9:230.
    OpenUrl
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    1. Liang W,
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    3. Ou L,
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    . Development and validation of a clinical risk score to predict the occurrence of critical illness in hospitalized patients with COVID-19. JAMA Intern Med 2020;180:1081.
    OpenUrl
  5. 5.↵
    1. Ebell MH,
    2. Cai X,
    3. Lennon R,
    4. et al
    . Development and validation of the COVID-NoLab and COVID-SimpleLab risk scores for prognosis in 6 US health systems. J Am Board Fam Med 2021;34:S127–S135.
    OpenUrlAbstract/FREE Full Text
  6. 6.↵
    1. Jacquerioz F,
    2. Baggio S,
    3. Gayet-Ageron A,
    4. et al
    . Development and validation of the OUTCoV score to predict the risk of hospitalisation among patients with SARS-CoV-2 infection in ambulatory settings: a prospective cohort study. BMJ Open 2021;11:e044242.
    OpenUrlAbstract/FREE Full Text
  7. 7.↵
    QuickFacts: Allentown City, Pennsylvania [Internet]. U.S. Census Bureau; 2021 [cited 10 January 2022]. Available from: https://www.census.gov/quickfacts/allentowncitypennsylvania.
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The Journal of the American Board of Family     Medicine: 38 (1)
The Journal of the American Board of Family Medicine
Vol. 38, Issue 1
January-February 2025
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Development and Validation of Simple Risk Scores to Predict Hospitalization in Outpatients with COVID-19 Including the Omicron Variant
Mark H. Ebell, Roya Hamadani, Autumn Kieber-Emmons
The Journal of the American Board of Family Medicine Sep 2022, jabfm.2022.AP.220056; DOI: 10.3122/jabfm.2022.AP.220056

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Development and Validation of Simple Risk Scores to Predict Hospitalization in Outpatients with COVID-19 Including the Omicron Variant
Mark H. Ebell, Roya Hamadani, Autumn Kieber-Emmons
The Journal of the American Board of Family Medicine Sep 2022, jabfm.2022.AP.220056; DOI: 10.3122/jabfm.2022.AP.220056
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Keywords

  • Clinical Decision-Making
  • Clinical Prediction Rule
  • COVID-19
  • Family Medicine
  • Infectious Diseases
  • Mobile Applications
  • Outpatients
  • Pennsylvania
  • Retrospective Studies
  • SARS-CoV-2 Variants

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