Cargando…
The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw
Validation of claims-based algorithms to identify serious hypersensitivity reactions and osteonecrosis of the jaw has not been performed in large osteoporosis populations. The objective of this project is to estimate the positive predictive value of the claims-based algorithms in older women with os...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4498926/ https://www.ncbi.nlm.nih.gov/pubmed/26161858 http://dx.doi.org/10.1371/journal.pone.0131601 |
_version_ | 1782380708837195776 |
---|---|
author | Wright, Nicole C. Curtis, Jeffrey R. Arora, Tarun Smith, Wilson K. Kilgore, Meredith L. Saag, Kenneth G. Safford, Monika M. Delzell, Elizabeth S. |
author_facet | Wright, Nicole C. Curtis, Jeffrey R. Arora, Tarun Smith, Wilson K. Kilgore, Meredith L. Saag, Kenneth G. Safford, Monika M. Delzell, Elizabeth S. |
author_sort | Wright, Nicole C. |
collection | PubMed |
description | Validation of claims-based algorithms to identify serious hypersensitivity reactions and osteonecrosis of the jaw has not been performed in large osteoporosis populations. The objective of this project is to estimate the positive predictive value of the claims-based algorithms in older women with osteoporosis enrolled in Medicare. Using the 2006-2008 Medicare 5% sample data, we identified potential hypersensitivity and osteonecrosis of the jaw cases based on ICD-9 diagnosis codes. Potential hypersensitivity cases had a 995.0, 995.2, or 995.3 diagnosis code on emergency department or inpatient claims. Potential osteonecrosis of the jaw cases had ≥1 inpatient or outpatient physician claim with a 522.7, 526.4, 526.5, or 733.45 diagnosis code or ≥2 claims of any type with a 526.9 diagnosis code. All retrieved records were redacted and reviewed by experts to determine case status: confirmed, not confirmed, or insufficient information. We calculated the positive predictive value as the number of confirmed cases divided by the total number of retrieved records with sufficient information. We requested 412 potential hypersensitivity and 304 potential osteonecrosis of the jaw records and received 174 (42%) and 84 (28%) records respectively. Of 84 potential osteonecrosis of the jaw cases, 6 were confirmed, resulting in a positive predictive value (95% CI) of 7.1% (2.7, 14.9). Of 174 retrieved potential hypersensitivity records, 95 were confirmed. After exclusion of 25 records with insufficient information for case determination, the overall positive predictive value (95% CI) for hypersensitivity reactions was 76.0% (67.5, 83.2). In a random sample of Medicare data, a claim-based algorithm to identify serious hypersensitivity reactions performed well. An algorithm for osteonecrosis of the jaw did not, partly due to the inclusion of diagnosis codes that are not specific for osteoporosis of the jaw. |
format | Online Article Text |
id | pubmed-4498926 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44989262015-07-17 The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw Wright, Nicole C. Curtis, Jeffrey R. Arora, Tarun Smith, Wilson K. Kilgore, Meredith L. Saag, Kenneth G. Safford, Monika M. Delzell, Elizabeth S. PLoS One Research Article Validation of claims-based algorithms to identify serious hypersensitivity reactions and osteonecrosis of the jaw has not been performed in large osteoporosis populations. The objective of this project is to estimate the positive predictive value of the claims-based algorithms in older women with osteoporosis enrolled in Medicare. Using the 2006-2008 Medicare 5% sample data, we identified potential hypersensitivity and osteonecrosis of the jaw cases based on ICD-9 diagnosis codes. Potential hypersensitivity cases had a 995.0, 995.2, or 995.3 diagnosis code on emergency department or inpatient claims. Potential osteonecrosis of the jaw cases had ≥1 inpatient or outpatient physician claim with a 522.7, 526.4, 526.5, or 733.45 diagnosis code or ≥2 claims of any type with a 526.9 diagnosis code. All retrieved records were redacted and reviewed by experts to determine case status: confirmed, not confirmed, or insufficient information. We calculated the positive predictive value as the number of confirmed cases divided by the total number of retrieved records with sufficient information. We requested 412 potential hypersensitivity and 304 potential osteonecrosis of the jaw records and received 174 (42%) and 84 (28%) records respectively. Of 84 potential osteonecrosis of the jaw cases, 6 were confirmed, resulting in a positive predictive value (95% CI) of 7.1% (2.7, 14.9). Of 174 retrieved potential hypersensitivity records, 95 were confirmed. After exclusion of 25 records with insufficient information for case determination, the overall positive predictive value (95% CI) for hypersensitivity reactions was 76.0% (67.5, 83.2). In a random sample of Medicare data, a claim-based algorithm to identify serious hypersensitivity reactions performed well. An algorithm for osteonecrosis of the jaw did not, partly due to the inclusion of diagnosis codes that are not specific for osteoporosis of the jaw. Public Library of Science 2015-07-10 /pmc/articles/PMC4498926/ /pubmed/26161858 http://dx.doi.org/10.1371/journal.pone.0131601 Text en © 2015 Wright et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Wright, Nicole C. Curtis, Jeffrey R. Arora, Tarun Smith, Wilson K. Kilgore, Meredith L. Saag, Kenneth G. Safford, Monika M. Delzell, Elizabeth S. The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw |
title | The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw |
title_full | The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw |
title_fullStr | The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw |
title_full_unstemmed | The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw |
title_short | The Validity of Claims-Based Algorithms to Identify Serious Hypersensitivity Reactions and Osteonecrosis of the Jaw |
title_sort | validity of claims-based algorithms to identify serious hypersensitivity reactions and osteonecrosis of the jaw |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4498926/ https://www.ncbi.nlm.nih.gov/pubmed/26161858 http://dx.doi.org/10.1371/journal.pone.0131601 |
work_keys_str_mv | AT wrightnicolec thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT curtisjeffreyr thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT aroratarun thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT smithwilsonk thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT kilgoremeredithl thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT saagkennethg thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT saffordmonikam thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT delzellelizabeths thevalidityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT wrightnicolec validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT curtisjeffreyr validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT aroratarun validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT smithwilsonk validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT kilgoremeredithl validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT saagkennethg validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT saffordmonikam validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw AT delzellelizabeths validityofclaimsbasedalgorithmstoidentifyserioushypersensitivityreactionsandosteonecrosisofthejaw |