Literature DB >> 30394917

Comparison of Methods for Identification of Pediatric Severe Sepsis and Septic Shock in the Virtual Pediatric Systems Database.

Robert B Lindell1,2, Akira Nishisaki1, Scott L Weiss1,2, Fran Balamuth2,3, Danielle M Traynor1, Marianne R Chilutti4, Robert W Grundmeier3,4, Julie C Fitzgerald1,2.   

Abstract

OBJECTIVES: To compare the performance of three methods of identifying children with severe sepsis and septic shock from the Virtual Pediatric Systems database to prospective screening using consensus criteria.
DESIGN: Observational cohort study.
SETTING: Single-center PICU. PATIENTS: Children admitted to the PICU in the period between March 1, 2012, and March 31, 2014.
INTERVENTIONS: None.
MEASUREMENTS AND MAIN RESULTS: During the study period, all PICU patients were prospectively screened daily for sepsis, and those meeting consensus criteria for severe sepsis or septic shock on manual chart review were entered into the sepsis registry. Of 7,459 patients admitted to the PICU during the study period, 401 met consensus criteria for severe sepsis or septic shock (reference standard cohort). Within Virtual Pediatric Systems, patients identified using "Martin" (n = 970; κ = 0.43; positive predictive value = 34%; F1 = 0.48) and "Angus" International Classification of Diseases, 9th Edition, Clinical Modification codes (n = 1387; κ = 0.28; positive predictive value = 22%; F1 = 0.34) showed limited agreement with the reference standard cohort. By comparison, explicit International Classification of Diseases, 9th Edition, Clinical Modification codes for severe sepsis (995.92) and septic shock (785.52) identified a smaller, more accurate cohort of children (n = 515; κ = 0.61; positive predictive value = 57%; F1 = 0.64). PICU mortality was 8% in the reference standard cohort and the cohort identified by explicit codes; age, illness severity scores, and resource utilization did not differ between groups. Analysis of discrepancies between the reference standard and Virtual Pediatric Systems explicit codes revealed that prospective screening missed 66 patients with severe sepsis or septic shock. After including these patients in the reference standard cohort as an exploratory analysis, agreement between the cohort of patients identified by Virtual Pediatric Systems explicit codes and the reference standard cohort improved (κ = 0.73; positive predictive value = 70%; F1 = 0.75).
CONCLUSIONS: Children with severe sepsis and septic shock are best identified in the Virtual Pediatric Systems database using explicit diagnosis codes for severe sepsis and septic shock. The accuracy of these codes and level of clinical detail available in the Virtual Pediatric Systems database allow for sophisticated epidemiologic studies of pediatric severe sepsis and septic shock in this large, multicenter database.

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Year:  2019        PMID: 30394917      PMCID: PMC6336511          DOI: 10.1097/CCM.0000000000003541

Source DB:  PubMed          Journal:  Crit Care Med        ISSN: 0090-3493            Impact factor:   7.598


  23 in total

1.  Identifying Pediatric Severe Sepsis and Septic Shock: Accuracy of Diagnosis Codes.

Authors:  Fran Balamuth; Scott L Weiss; Matt Hall; Mark I Neuman; Halden Scott; Patrick W Brady; Raina Paul; Reid W D Farris; Richard McClead; Sierra Centkowski; Shannon Baumer-Mouradian; Jason Weiser; Katie Hayes; Samir S Shah; Elizabeth R Alpern
Journal:  J Pediatr       Date:  2015-10-23       Impact factor: 4.406

2.  Delayed antimicrobial therapy increases mortality and organ dysfunction duration in pediatric sepsis.

Authors:  Scott L Weiss; Julie C Fitzgerald; Fran Balamuth; Elizabeth R Alpern; Jane Lavelle; Marianne Chilutti; Robert Grundmeier; Vinay M Nadkarni; Neal J Thomas
Journal:  Crit Care Med       Date:  2014-11       Impact factor: 7.598

3.  Adaptation and Validation of a Pediatric Sequential Organ Failure Assessment Score and Evaluation of the Sepsis-3 Definitions in Critically Ill Children.

Authors:  Travis J Matics; L Nelson Sanchez-Pinto
Journal:  JAMA Pediatr       Date:  2017-10-02       Impact factor: 16.193

4.  The epidemiology of sepsis in the United States from 1979 through 2000.

Authors:  Greg S Martin; David M Mannino; Stephanie Eaton; Marc Moss
Journal:  N Engl J Med       Date:  2003-04-17       Impact factor: 91.245

5.  PRISM III: an updated Pediatric Risk of Mortality score.

Authors:  M M Pollack; K M Patel; U E Ruttimann
Journal:  Crit Care Med       Date:  1996-05       Impact factor: 7.598

6.  Protocolized Treatment Is Associated With Decreased Organ Dysfunction in Pediatric Severe Sepsis.

Authors:  Fran Balamuth; Scott L Weiss; Julie C Fitzgerald; Katie Hayes; Sierra Centkowski; Marianne Chilutti; Robert W Grundmeier; Jane Lavelle; Elizabeth R Alpern
Journal:  Pediatr Crit Care Med       Date:  2016-09       Impact factor: 3.624

7.  PIM2: a revised version of the Paediatric Index of Mortality.

Authors:  Anthony Slater; Frank Shann; Gale Pearson
Journal:  Intensive Care Med       Date:  2003-01-23       Impact factor: 17.440

8.  Trends in the epidemiology of pediatric severe sepsis*.

Authors:  Mary E Hartman; Walter T Linde-Zwirble; Derek C Angus; R Scott Watson
Journal:  Pediatr Crit Care Med       Date:  2013-09       Impact factor: 3.624

9.  Discordant identification of pediatric severe sepsis by research and clinical definitions in the SPROUT international point prevalence study.

Authors:  Scott L Weiss; Julie C Fitzgerald; Frank A Maffei; Jason M Kane; Antonio Rodriguez-Nunez; Deyin D Hsing; Deborah Franzon; Sze Ying Kee; Jenny L Bush; Jason A Roy; Neal J Thomas; Vinay M Nadkarni
Journal:  Crit Care       Date:  2015-09-16       Impact factor: 9.097

10.  PEDSnet: a National Pediatric Learning Health System.

Authors:  Christopher B Forrest; Peter A Margolis; L Charles Bailey; Keith Marsolo; Mark A Del Beccaro; Jonathan A Finkelstein; David E Milov; Veronica J Vieland; Bryan A Wolf; Feliciano B Yu; Michael G Kahn
Journal:  J Am Med Inform Assoc       Date:  2014-05-12       Impact factor: 4.497

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  6 in total

1.  Sepsis Computable Phenotypes in the Service of Observational Research.

Authors:  Blake Martin; Tellen D Bennett
Journal:  Crit Care Med       Date:  2019-02       Impact factor: 7.598

2.  Risk of Mortality in Immunocompromised Children With Severe Sepsis and Septic Shock.

Authors:  Robert B Lindell; Akira Nishisaki; Scott L Weiss; Danielle M Traynor; Julie C Fitzgerald
Journal:  Crit Care Med       Date:  2020-07       Impact factor: 7.598

3.  Hospital outcomes for children with severe sepsis in the USA by race or ethnicity and insurance status: a population-based, retrospective cohort study.

Authors:  Hannah K Mitchell; Anireddy Reddy; Diana Montoya-Williams; Michael Harhay; Jessica C Fowler; Nadir Yehya
Journal:  Lancet Child Adolesc Health       Date:  2020-12-14

4.  Identification of Potential Early Diagnostic Biomarkers of Sepsis.

Authors:  Zhenhua Li; Bin Huang; Wenfeng Yi; Fei Wang; Shizhuang Wei; Huaixing Yan; Pan Qin; Donghua Zou; Rongguo Wei; Nian Chen
Journal:  J Inflamm Res       Date:  2021-03-03

5.  Application of the Improving Pediatric Sepsis Outcomes Definition for Pediatric Sepsis to Nationally Representative Emergency Department Data.

Authors:  Sriram Ramgopal; Mark D Adler; Christopher M Horvat
Journal:  Pediatr Qual Saf       Date:  2021-09-24

6.  Implementation of a Follow-Up System for Pediatric Sepsis Survivors in a Large Academic Pediatric Intensive Care Unit.

Authors:  Julie C Fitzgerald; Nancy-Ann Kelly; Christopher Hickey; Fran Balamuth; Nina H Thomas; Annique Hogan; Noelle J Stack; Tara Trimarchi; Scott L Weiss
Journal:  Front Pediatr       Date:  2021-06-04       Impact factor: 3.418

  6 in total

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