Literature DB >> 26470685

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

Fran Balamuth1, Scott L Weiss1, Matt Hall2, Mark I Neuman3, Halden Scott4, Patrick W Brady5, Raina Paul6, Reid W D Farris7, Richard McClead8, Sierra Centkowski1, Shannon Baumer-Mouradian4, Jason Weiser5, Katie Hayes1, Samir S Shah5, Elizabeth R Alpern9.   

Abstract

OBJECTIVES: To evaluate accuracy of 2 established administrative methods of identifying children with sepsis using a medical record review reference standard. STUDY
DESIGN: Multicenter retrospective study at 6 US children's hospitals. Subjects were children >60 days to <19 years of age and identified in 4 groups based on International Classification of Diseases, Ninth Revision, Clinical Modification codes: (1) severe sepsis/septic shock (sepsis codes); (2) infection plus organ dysfunction (combination codes); (3) subjects without codes for infection, organ dysfunction, or severe sepsis; and (4) infection but not severe sepsis or organ dysfunction. Combination codes were allowed, but not required within the sepsis codes group. We determined the presence of reference standard severe sepsis according to consensus criteria. Logistic regression was performed to determine whether addition of codes for sepsis therapies improved case identification.
RESULTS: A total of 130 out of 432 subjects met reference SD of severe sepsis. Sepsis codes had sensitivity 73% (95% CI 70-86), specificity 92% (95% CI 87-95), and positive predictive value 79% (95% CI 70-86). Combination codes had sensitivity 15% (95% CI 9-22), specificity 71% (95% CI 65-76), and positive predictive value 18% (95% CI 11-27). Slight improvements in model characteristics were observed when codes for vasoactive medications and endotracheal intubation were added to sepsis codes (c-statistic 0.83 vs 0.87, P = .008).
CONCLUSIONS: Sepsis specific International Classification of Diseases, Ninth Revision, Clinical Modification codes identify pediatric patients with severe sepsis in administrative data more accurately than a combination of codes for infection plus organ dysfunction.
Copyright © 2015 Elsevier Inc. All rights reserved.

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Year:  2015        PMID: 26470685      PMCID: PMC4662908          DOI: 10.1016/j.jpeds.2015.09.027

Source DB:  PubMed          Journal:  J Pediatr        ISSN: 0022-3476            Impact factor:   4.406


  19 in total

1.  Bagging survival trees.

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2.  Development and validation of a model that uses enhanced administrative data to predict mortality in patients with sepsis.

Authors:  Tara Lagu; Peter K Lindenauer; Michael B Rothberg; Brian H Nathanson; Penelope S Pekow; Jay S Steingrub; Thomas L Higgins
Journal:  Crit Care Med       Date:  2011-11       Impact factor: 7.598

3.  Research electronic data capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support.

Authors:  Paul A Harris; Robert Taylor; Robert Thielke; Jonathon Payne; Nathaniel Gonzalez; Jose G Conde
Journal:  J Biomed Inform       Date:  2008-09-30       Impact factor: 6.317

4.  Benchmarking the incidence and mortality of severe sepsis in the United States.

Authors:  David F Gaieski; J Matthew Edwards; Michael J Kallan; Brendan G Carr
Journal:  Crit Care Med       Date:  2013-05       Impact factor: 7.598

5.  Deaths: preliminary data for 2008.

Authors:  Arialdi M Miniño; Jiaquan Xu; Kenneth D Kochanek
Journal:  Natl Vital Stat Rep       Date:  2010-12

6.  The epidemiology of severe sepsis in children in the United States.

Authors:  R Scott Watson; Joseph A Carcillo; Walter T Linde-Zwirble; Gilles Clermont; Jeffrey Lidicker; Derek C Angus
Journal:  Am J Respir Crit Care Med       Date:  2002-11-14       Impact factor: 21.405

Review 7.  2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference.

Authors:  Mitchell M Levy; Mitchell P Fink; John C Marshall; Edward Abraham; Derek Angus; Deborah Cook; Jonathan Cohen; Steven M Opal; Jean-Louis Vincent; Graham Ramsay
Journal:  Intensive Care Med       Date:  2003-03-28       Impact factor: 17.440

8.  Patient and hospital correlates of clinical outcomes and resource utilization in severe pediatric sepsis.

Authors:  Folafoluwa O Odetola; Achamyeleh Gebremariam; Gary L Freed
Journal:  Pediatrics       Date:  2007-03       Impact factor: 7.124

9.  Identifying pediatric community-acquired pneumonia hospitalizations: Accuracy of administrative billing codes.

Authors:  Derek J Williams; Samir S Shah; Angela Myers; Matthew Hall; Katherine Auger; Mary Ann Queen; Karen E Jerardi; Lauren McClain; Catherine Wiggleton; Joel S Tieder
Journal:  JAMA Pediatr       Date:  2013-09       Impact factor: 16.193

10.  Corticosteroids and mortality in children with bacterial meningitis.

Authors:  Jillian Mongelluzzo; Zeinab Mohamad; Thomas R Ten Have; Samir S Shah
Journal:  JAMA       Date:  2008-05-07       Impact factor: 56.272

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  23 in total

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

Authors:  Robert B Lindell; Akira Nishisaki; Scott L Weiss; Fran Balamuth; Danielle M Traynor; Marianne R Chilutti; Robert W Grundmeier; Julie C Fitzgerald
Journal:  Crit Care Med       Date:  2019-02       Impact factor: 7.598

Review 2.  Gene Expression Profiles in Children With Suspected Sepsis.

Authors:  Fran Balamuth; Elizabeth R Alpern; Mengyuan Kan; Maya Shumyatcher; Katie Hayes; Ebbing Lautenbach; Blanca E Himes
Journal:  Ann Emerg Med       Date:  2020-01-23       Impact factor: 5.721

3.  Automating a Manual Sepsis Screening Tool in a Pediatric Emergency Department.

Authors:  Julia K Lloyd; Erin A Ahrens; Donnie Clark; Terri Dachenhaus; Kathryn E Nuss
Journal:  Appl Clin Inform       Date:  2018-10-31       Impact factor: 2.342

4.  Discharge Before Return to Respiratory Baseline in Children With Neurologic Impairment.

Authors:  Rebecca Steuart; Rachel Tan; Katherine Melink; Sofia Chinchilla; Amanda Warniment; Samir S Shah; Joanna Thomson
Journal:  J Hosp Med       Date:  2020-09       Impact factor: 2.960

5.  Readmission Diagnoses After Pediatric Severe Sepsis Hospitalization.

Authors:  Erin F Carlton; Joseph G Kohne; Manu Shankar-Hari; Hallie C Prescott
Journal:  Crit Care Med       Date:  2019-04       Impact factor: 7.598

6.  Crystalloid Fluid Choice and Clinical Outcomes in Pediatric Sepsis: A Matched Retrospective Cohort Study.

Authors:  Scott L Weiss; Luke Keele; Fran Balamuth; Neika Vendetti; Rachael Ross; Julie C Fitzgerald; Jeffrey S Gerber
Journal:  J Pediatr       Date:  2017-01-04       Impact factor: 4.406

Review 7.  2016 Update for the Rogers' Textbook of Pediatric Intensive Care: Recognition and Initial Management of Shock.

Authors:  Julie C Fitzgerald; Scott L Weiss; Niranjan Kissoon
Journal:  Pediatr Crit Care Med       Date:  2016-11       Impact factor: 3.624

8.  Biomarkers and Disease Severity in Children With Community-Acquired Pneumonia.

Authors:  Todd A Florin; Lilliam Ambroggio; Cole Brokamp; Yin Zhang; Mantosh Rattan; Eric Crotty; Michael A Belsky; Sara Krueger; Thomas N Epperson; Andrea Kachelmeyer; Richard Ruddy; Samir S Shah
Journal:  Pediatrics       Date:  2020-05-13       Impact factor: 7.124

9.  Identification of Pediatric Sepsis for Epidemiologic Surveillance Using Electronic Clinical Data.

Authors:  Scott L Weiss; Fran Balamuth; Marianne Chilutti; Mark Jason Ramos; Peter McBride; Nancy-Ann Kelly; K Joy Payton; Julie C Fitzgerald; Jeffrey W Pennington
Journal:  Pediatr Crit Care Med       Date:  2020-02       Impact factor: 3.624

10.  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

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