Development of a respiratory severity score for hospitalized adults in a high HIV-prevalence setting-South Africa, 2010-2011

BMC Pulmonary Medicine

Volumn 17, Issue 1, 2017, Pages

  Millman, Alexander J ^a   Greenbaum, Adena ^a   Walaza, Sibongile ^b,c   Cohen, Adam L ^a   Groome, Michelle J ^d   Reed, Carrie ^a   McMorrow, Meredith ^a   Tempia, Stefano ^a,b   Venter, Marietjie ^a,e   Treurnicht, Florette K ^b   Madhi, Shabir A ^b,d   Cohen, Cheryl ^b,c   Variava, Ebrahim ^d,f,g  

^a CENTERS FOR DISEASE CONTROL AND PREVENTION   (United States)

^b NATIONAL INSTITUTE FOR COMMUNICABLE DISEASES   (South Africa)

^c UNIVERSITY OF THE WITWATERSRAND   (South Africa)

^d UNIVERSITY OF THE WITWATERSRAND   (South Africa)

^e UNIVERSITY OF PRETORIA   (South Africa)

^f Klerksdorp/Tshepong Hospital Complex   (South Africa)

^g UNIVERSITY OF THE WITWATERSRAND   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

ACHU SCORE; ADULT; AGE; ARTICLE; CALIBRATION; CLASSIFICATION TREE ANALYSIS SCORE; CONFUSION; CONTROLLED STUDY; CRB 65 SCORE; CURB 65 SCORE; DISEASE SEVERITY; FEMALE; HOSPITAL MORTALITY; HOSPITAL PATIENT; HUMAN; HUMAN IMMUNODEFICIENCY VIRUS INFECTION; INSTRUMENT VALIDATION; LOWER RESPIRATORY TRACT INFECTION; MAJOR CLINICAL STUDY; MALE; MIDDLE AGED; PREDICTIVE VALUE; PREVALENCE; RISK FACTOR; SCORING SYSTEM; SOUTH AFRICA; UREA NITROGEN BLOOD LEVEL; ACUTE DISEASE; CLINICAL TRIAL; HIV INFECTIONS; MORTALITY; MULTICENTER STUDY; MULTIVARIATE ANALYSIS; RECEIVER OPERATING CHARACTERISTIC; RESPIRATORY TRACT INFECTION; SEVERITY OF ILLNESS INDEX; STATISTICAL MODEL;

ACUTE DISEASE; ADULT; BLOOD UREA NITROGEN; FEMALE; HIV INFECTIONS; HOSPITAL MORTALITY; HUMANS; LOGISTIC MODELS; MALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; RESPIRATORY TRACT INFECTIONS; RISK FACTORS; ROC CURVE; SEVERITY OF ILLNESS INDEX; SOUTH AFRICA;

EID: 85011256336     PISSN: None     EISSN: 14712466     Source Type: Journal    
DOI: 10.1186/s12890-017-0368-8     Document Type: Article

References (15)

1. Cohen C, Walaza S, Moyes J, et al. Epidemiology of severe acute respiratory illness (SARI) among adults and children aged≥5years in a high HIV-prevalence setting, 2009-2012. PLoS ONE. 2015;10(2), e0117716.
2. Fine MJ, Auble TE, Yealy DM, et al. A prediction rule to identify low-risk patients with community-acquired pneumonia. N Engl J Med. 1997;336(4):243-50.
3. Lim WS, van der Eerden MM, Laing R, et al. Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study. Thorax. 2003;58(5):377-82.
4. Charles PG, Wolfe R, Whitby M, et al. SMART-COP: a tool for predicting the need for intensive respiratory or vasopressor support in community-acquired pneumonia. Clin Infect Dis. 2008;47(3):375-84.
5. Rello J, Rodriguez A, Lisboa T, et al. PIRO score for community-acquired pneumonia: a new prediction rule for assessment of severity in intensive care unit patients with community-acquired pneumonia. Crit Care Med. 2009;37(2):456-62.
6. Olfert J, Skinner S. Validity of Curb-65 in predicting mortality and ICU admission in HIV-positive patients with community acquired pneumonia. Chest. 2012;142:189A.
7. Arozullah AM, Parada J, Bennett CL, et al. A rapid staging system for predicting mortality from HIV-associated community-acquired pneumonia. Chest. 2003;123(4):1151-60.
8. Koss CA, Jarlsberg LG, Den Boon S, et al. A Clinical Predictor Score for 30-Day Mortality among HIV-Infected Adults Hospitalized with Pneumonia in Uganda. PLoS ONE. 2015;10(5), e0126591.
9. Reed C, Madhi SA, Klugman KP, et al. Development of the Respiratory Index of Severity in Children (RISC) score among young children with respiratory infections in South Africa. PLoS ONE. 2012;7(1), e27793.
10. Cohen C, Moyes J, Tempia S, et al. Severe influenza-associated respiratory infection in high HIV prevalence setting, South Africa, 2009-2011. Emerg Infect Dis. 2013;19(11):1766-74.
11. Cohen C, Moyes J, Tempia S, et al. Mortality amongst patients with influenza-associated severe acute respiratory illness, South Africa, 2009-2013. PLoS ONE. 2015;10(3), e0118884.
12. Steyerberg EW, Vickers AJ, Cook NR, et al. Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiology. 2010;21(1):128-38.
13. Steyerberg EW, Harrell Jr FE, Borsboom GJ, et al. Internal validation of predictive models: efficiency of some procedures for logistic regression analysis. J Clin Epidemiol. 2001;54(8):774-81.
14. Harrell Jr FE, Lee KL, Mark DB. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996;15(4):361-87.
15. Actuarial Society of South Africa. AIDS and Demographic model 2008. Secondary AIDS and Demographic model 2008.2011. http://www.actuarialsociety.org.za/Societyactivities/CommitteeActivities/DemographyEpidemiologyCommittee/Models.aspx.