External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery
The generalizability of a prediction model from North America for incident nosocomial pneumonia following coronary artery bypass graft surgery was assessed for 23247 patients on the Australian and New Zealand Society of Cardiac and Thoracic Surgeons (ANZSCTS) registry. The performance of the North A...
| Main Authors: | , , , |
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| Format: | Journal Article |
| Published: |
Cambridge University Press
2014
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| Online Access: | http://hdl.handle.net/20.500.11937/41927 |
| _version_ | 1848756278778658816 |
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| author | Sanagou, M. Wolfe, R. Leder, K. Reid, Christopher |
| author_facet | Sanagou, M. Wolfe, R. Leder, K. Reid, Christopher |
| author_sort | Sanagou, M. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | The generalizability of a prediction model from North America for incident nosocomial pneumonia following coronary artery bypass graft surgery was assessed for 23247 patients on the Australian and New Zealand Society of Cardiac and Thoracic Surgeons (ANZSCTS) registry. The performance of the North American model was evaluated using measures of calibration and discrimination. The model had reasonable discrimination (area under the receiver-operating characteristic curve, AUC=0·69), but unsatisfactory calibration (Hosmer-Lemeshow test, P<0·001) in the ANZSCTS patients. An update of the model coefficients yielded a model with AUC=0·71 and good calibration (P=0·46). © 2013 Cambridge University Press. |
| first_indexed | 2025-11-14T09:09:40Z |
| format | Journal Article |
| id | curtin-20.500.11937-41927 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T09:09:40Z |
| publishDate | 2014 |
| publisher | Cambridge University Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-419272017-09-13T14:19:38Z External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery Sanagou, M. Wolfe, R. Leder, K. Reid, Christopher The generalizability of a prediction model from North America for incident nosocomial pneumonia following coronary artery bypass graft surgery was assessed for 23247 patients on the Australian and New Zealand Society of Cardiac and Thoracic Surgeons (ANZSCTS) registry. The performance of the North American model was evaluated using measures of calibration and discrimination. The model had reasonable discrimination (area under the receiver-operating characteristic curve, AUC=0·69), but unsatisfactory calibration (Hosmer-Lemeshow test, P<0·001) in the ANZSCTS patients. An update of the model coefficients yielded a model with AUC=0·71 and good calibration (P=0·46). © 2013 Cambridge University Press. 2014 Journal Article http://hdl.handle.net/20.500.11937/41927 10.1017/S0950268813001416 Cambridge University Press restricted |
| spellingShingle | Sanagou, M. Wolfe, R. Leder, K. Reid, Christopher External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery |
| title | External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery |
| title_full | External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery |
| title_fullStr | External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery |
| title_full_unstemmed | External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery |
| title_short | External validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery |
| title_sort | external validation and updating of a prediction model for nosocomial pneumonia after coronary artery bypass graft surgery |
| url | http://hdl.handle.net/20.500.11937/41927 |