Validation of an Electronic Pediatric Index of Mortality 2 Score in a Mixed Quaternary PICU*. Issue 8 (August 2020)
- Record Type:
- Journal Article
- Title:
- Validation of an Electronic Pediatric Index of Mortality 2 Score in a Mixed Quaternary PICU*. Issue 8 (August 2020)
- Main Title:
- Validation of an Electronic Pediatric Index of Mortality 2 Score in a Mixed Quaternary PICU*
- Authors:
- Joyce, Emily L.
Crana, Christine M.
Yabes, Jonathan
Kellum, John A. - Abstract:
- Abstract : Objective: To assess the validity of an electronic version of the Pediatric Index of Mortality 2 score. Design: Retrospective observational study. Setting: Pediatric and cardiac ICUs at a quaternary medical center. Patients: Patients more than 60 days old admitted to the PICU or cardiac ICU between January 1, 2010, and December 31, 2014. Interventions: None. Measurements and Main Results: After adapting the Pediatric Index of Mortality 2 score into a version applicable to retrospective electronic health record data, it was validated in a mixed-ICU cohort. A manually ascertained Pediatric Index of Mortality 2 score was directly compared with the electronically derived electronic version of the Pediatric Index of Mortality 2 score in 100 randomly selected patients with good agreement between score components with nine out of 11 components having an intraclass correlation coefficient or Cohen κ greater than or equal to 0.6. In assessing the electronic version of the Pediatric Index of Mortality 2 score in the entire cohort of 12, 582 patient encounters, it had good discrimination with area under the receiver operating curve of 0.89, appropriate calibration with no significant difference between observed and expected deaths, and excellent predictive ability with a Brier score of 0.0135. Conclusions: The Pediatric Index of Mortality 2 score can be adapted to utilize retrospective electronic health record data with acceptable discrimination, calibration and accuracy aAbstract : Objective: To assess the validity of an electronic version of the Pediatric Index of Mortality 2 score. Design: Retrospective observational study. Setting: Pediatric and cardiac ICUs at a quaternary medical center. Patients: Patients more than 60 days old admitted to the PICU or cardiac ICU between January 1, 2010, and December 31, 2014. Interventions: None. Measurements and Main Results: After adapting the Pediatric Index of Mortality 2 score into a version applicable to retrospective electronic health record data, it was validated in a mixed-ICU cohort. A manually ascertained Pediatric Index of Mortality 2 score was directly compared with the electronically derived electronic version of the Pediatric Index of Mortality 2 score in 100 randomly selected patients with good agreement between score components with nine out of 11 components having an intraclass correlation coefficient or Cohen κ greater than or equal to 0.6. In assessing the electronic version of the Pediatric Index of Mortality 2 score in the entire cohort of 12, 582 patient encounters, it had good discrimination with area under the receiver operating curve of 0.89, appropriate calibration with no significant difference between observed and expected deaths, and excellent predictive ability with a Brier score of 0.0135. Conclusions: The Pediatric Index of Mortality 2 score can be adapted to utilize retrospective electronic health record data with acceptable discrimination, calibration and accuracy a large mixed-ICU cohort. Abstract : Supplemental Digital Content is available in the text. … (more)
- Is Part Of:
- Pediatric critical care medicine. Volume 21:Issue 8(2020)
- Journal:
- Pediatric critical care medicine
- Issue:
- Volume 21:Issue 8(2020)
- Issue Display:
- Volume 21, Issue 8 (2020)
- Year:
- 2020
- Volume:
- 21
- Issue:
- 8
- Issue Sort Value:
- 2020-0021-0008-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-08
- Subjects:
- electronic health record -- mortality -- Pediatric Index of Mortality -- pediatric intensive care unit -- severity of illness index -- validation studies
Pediatric intensive care -- Periodicals
Pediatric emergencies -- Periodicals
618.05 - Journal URLs:
- http://www.mdconsult.com/public/search?search_type=journal&j_sort=pub_date&j_issn=1529-7535 ↗
http://gateway.ovid.com/ovidweb.cgi?T=JS&PAGE=toc&D=ovft&MODE=ovid&NEWS=N&AN=00130478-000000000-00000 ↗
http://journals.lww.com/pccmjournal/pages/default.aspx ↗
http://www.mdconsult.com/about/journallist/192093418-5/about0041.html ↗
http://www.pccmjournal.com/ ↗
http://journals.lww.com ↗ - DOI:
- 10.1097/PCC.0000000000002347 ↗
- Languages:
- English
- ISSNs:
- 1529-7535
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6417.565000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 13982.xml