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Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients

OBJECTIVE: To compare the predictive performance of residents, senior intensive care unit physicians and surrogates early during intensive care unit stays and to evaluate whether different presentations of prognostic data (probability of survival versus probability of death) influenced their perform...

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Autores principales: Carneiro, Bárbara Vieira, Crozatti, Lucas Lonardoni, Mendes, Pedro Vitale, Nassar Júnior, Antonio Paulo, Taniguchi, Leandro Utino
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Associação de Medicina Intensiva Brasileira - AMIB 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354110/
https://www.ncbi.nlm.nih.gov/pubmed/35946652
http://dx.doi.org/10.5935/0103-507X.20220019-en
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author Carneiro, Bárbara Vieira
Crozatti, Lucas Lonardoni
Mendes, Pedro Vitale
Nassar Júnior, Antonio Paulo
Taniguchi, Leandro Utino
author_facet Carneiro, Bárbara Vieira
Crozatti, Lucas Lonardoni
Mendes, Pedro Vitale
Nassar Júnior, Antonio Paulo
Taniguchi, Leandro Utino
author_sort Carneiro, Bárbara Vieira
collection PubMed
description OBJECTIVE: To compare the predictive performance of residents, senior intensive care unit physicians and surrogates early during intensive care unit stays and to evaluate whether different presentations of prognostic data (probability of survival versus probability of death) influenced their performance. METHODS: We questioned surrogates and physicians in charge of critically ill patients during the first 48 hours of intensive care unit admission on the patient’s probability of hospital outcome. The question framing (i.e., probability of survival versus probability of death during hospitalization) was randomized. To evaluate the predictive performance, we compared the areas under the ROC curves (AUCs) for hospital outcome between surrogates and physicians’ categories. We also stratified the results according to randomized question framing. RESULTS: We interviewed surrogates and physicians on the hospital outcomes of 118 patients. The predictive performance of surrogate decisionmakers was significantly lower than that of physicians (AUC of 0.63 for surrogates, 0.82 for residents, 0.80 for intensive care unit fellows and 0.81 for intensive care unit senior physicians). There was no increase in predictive performance related to physicians’ experience (i.e., senior physicians did not predict outcomes better than junior physicians). Surrogate decisionmakers worsened their prediction performance when they were asked about probability of death instead of probability of survival, but there was no difference for physicians. CONCLUSION: Different predictive performance was observed when comparing surrogate decision-makers and physicians, with no effect of experience on health care professionals’ prediction. Question framing affected the predictive performance of surrogates but not of physicians.
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spelling pubmed-93541102022-08-09 Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients Carneiro, Bárbara Vieira Crozatti, Lucas Lonardoni Mendes, Pedro Vitale Nassar Júnior, Antonio Paulo Taniguchi, Leandro Utino Rev Bras Ter Intensiva Original Article OBJECTIVE: To compare the predictive performance of residents, senior intensive care unit physicians and surrogates early during intensive care unit stays and to evaluate whether different presentations of prognostic data (probability of survival versus probability of death) influenced their performance. METHODS: We questioned surrogates and physicians in charge of critically ill patients during the first 48 hours of intensive care unit admission on the patient’s probability of hospital outcome. The question framing (i.e., probability of survival versus probability of death during hospitalization) was randomized. To evaluate the predictive performance, we compared the areas under the ROC curves (AUCs) for hospital outcome between surrogates and physicians’ categories. We also stratified the results according to randomized question framing. RESULTS: We interviewed surrogates and physicians on the hospital outcomes of 118 patients. The predictive performance of surrogate decisionmakers was significantly lower than that of physicians (AUC of 0.63 for surrogates, 0.82 for residents, 0.80 for intensive care unit fellows and 0.81 for intensive care unit senior physicians). There was no increase in predictive performance related to physicians’ experience (i.e., senior physicians did not predict outcomes better than junior physicians). Surrogate decisionmakers worsened their prediction performance when they were asked about probability of death instead of probability of survival, but there was no difference for physicians. CONCLUSION: Different predictive performance was observed when comparing surrogate decision-makers and physicians, with no effect of experience on health care professionals’ prediction. Question framing affected the predictive performance of surrogates but not of physicians. Associação de Medicina Intensiva Brasileira - AMIB 2022 /pmc/articles/PMC9354110/ /pubmed/35946652 http://dx.doi.org/10.5935/0103-507X.20220019-en Text en https://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 work is properly cited.
spellingShingle Original Article
Carneiro, Bárbara Vieira
Crozatti, Lucas Lonardoni
Mendes, Pedro Vitale
Nassar Júnior, Antonio Paulo
Taniguchi, Leandro Utino
Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients
title Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients
title_full Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients
title_fullStr Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients
title_full_unstemmed Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients
title_short Comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients
title_sort comparison of the accuracy of residents, senior physicians and surrogate decision-makers for predicting hospital mortality of critically ill patients
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354110/
https://www.ncbi.nlm.nih.gov/pubmed/35946652
http://dx.doi.org/10.5935/0103-507X.20220019-en
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