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      Development of a Pediatric Ebola Predictive Score, Sierra Leone 1

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          Abstract

          We compared children who were positive for Ebola virus disease (EVD) with those who were negative to derive a pediatric EVD predictor (PEP) score. We collected data on all children <13 years of age admitted to 11 Ebola holding units in Sierra Leone during August 2014–March 2015 and performed multivariable logistic regression. Among 1,054 children, 309 (29%) were EVD positive and 697 (66%) EVD negative, with 48 (5%) missing. Contact history, conjunctivitis, and age were the strongest positive predictors for EVD. The PEP score had an area under receiver operating characteristics curve of 0.80. A PEP score of 7/10 was 92% specific and 44% sensitive; 3/10 was 30% specific, 94% sensitive. The PEP score could correctly classify 79%–90% of children and could be used to facilitate triage into risk categories, depending on the sensitivity or specificity required.

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          Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls

          Most studies have some missing data. Jonathan Sterne and colleagues describe the appropriate use and reporting of the multiple imputation approach to dealing with them
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            Applied Logistic Regression

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              Prognosis and prognostic research: Developing a prognostic model

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                Author and article information

                Journal
                Emerg Infect Dis
                Emerging Infect. Dis
                EID
                Emerging Infectious Diseases
                Centers for Disease Control and Prevention
                1080-6040
                1080-6059
                February 2018
                : 24
                : 2
                : 311-319
                Affiliations
                [1]University College London Great Ormond Street Institute of Child Health, London, UK (F. Fitzgerald, N. Klein);
                [2]Save the Children, Freetown, Sierra Leone, and London (F. Fitzgerald, K. Wing, A. Naveed, M. Gbessay, J.C.G. Ross, F. Checchi);
                [3]London School of Hygiene & Tropical Medicine, London (K. Wing, F. Checchi, S. Oza, S. Boufkhed, E. Williamson, S. Yeung);
                [4]Kings Sierra Leone Partnership, Kings Centre for Global Health, Kings College London, London (D. Youkee);
                [5]34 Military Hospital, Republic of Sierra Leone Armed Forces, Freetown (M.B. Jalloh, F. Sahr);
                [6]Ola During Children’s Hospital, Sierra Leone Ministry of Health, Freetown (D.E. Baion, A. Mustapha);
                [7]Cap Anamur (German Emergency Doctors), Ola During Children’s Hospital, Freetown (H. Jah);
                [8]Welbodi Partnership, Ola During Children’s Hospital, Freetown (S. Lako);
                [9]Western Area Emergency Response Centre, Freetown (R. Feury);
                [10]MRC Clinical Trials Unit at UCL, London (J. Bielicki, D.M. Gibb);
                [11]Farr Institute of Health Informatics, London (E. Williamson)
                Author notes
                Address for correspondence: Felicity Fitzgerald, UCL Institute of Child Health—Infection, Immunity, Inflammation and Physiological Medicine, 30 Guilford St, London, WC1N 1EH, UK; email: Felicity.fitzgerald@ 123456ucl.ac.uk
                Article
                17-1018
                10.3201/eid2402.171018
                5782873
                29350145
                f2e93bc0-c82c-4ee1-ba6b-3c43c600ed73
                History
                Categories
                Research
                Research
                Development of a Pediatric Ebola Predictive Score, Sierra Leone

                Infectious disease & Microbiology
                ebola virus,ebola virus disease,viral hemorrhagic fever,children,pediatrics,case definition,child mortality,prediction,viruses,sierra leone

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