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DC Field | Value | Language |
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dc.contributor.author | Bosch de Basea, Magda | - |
dc.contributor.author | Cobo, Inés | - |
dc.contributor.author | Subirana Cachinero, Isaac | - |
dc.contributor.author | Ceresa, Mario | - |
dc.contributor.author | Famada, Ernest | - |
dc.contributor.author | Gimeno Santos, Elena | - |
dc.contributor.author | Delgado-Ortiz, Laura | - |
dc.contributor.author | Faner, Rosa | - |
dc.contributor.author | Molina-Molina, María | - |
dc.contributor.author | Agustí García-Navarro, Àlvar | - |
dc.contributor.author | Muñoz, Xavier | - |
dc.contributor.author | Sibila Vidal, Oriol | - |
dc.contributor.author | Gea Guiral, Joaquim | - |
dc.contributor.author | García Aymerich, Judith | - |
dc.date.accessioned | 2024-03-08T18:41:43Z | - |
dc.date.available | 2024-03-08T18:41:43Z | - |
dc.date.issued | 2023 | - |
dc.identifier.issn | 0895-4356 | - |
dc.identifier.uri | http://hdl.handle.net/2445/208559 | - |
dc.description.abstract | Objectives: To identify prognostic models which estimate the risk of critical COVID-19 in hospitalized patients and to assess their validation properties. Study design and setting: We conducted a systematic review in Medline (up to January 2021) of studies developing or updating a model that estimated the risk of critical COVID-19, defined as death, admission to intensive care unit, and/or use of mechanical ventilation during admission. Models were validated in two datasets with different backgrounds (HM [private Spanish hospital network], n = 1,753, and ICS [public Catalan health system], n = 1,104), by assessing discrimination (area under the curve [AUC]) and calibration (plots). Results: We validated 18 prognostic models. Discrimination was good in nine of them (AUCs ≥ 80%) and higher in those predicting mortality (AUCs 65%-87%) than those predicting intensive care unit admission or a composite outcome (AUCs 53%-78%). Calibration was poor in all models providing outcome's probabilities and good in four models providing a point-based score. These four models used mortality as outcome and included age, oxygen saturation, and C-reactive protein among their predictors. Conclusion: The validity of models predicting critical COVID-19 by using only routinely collected predictors is variable. Four models showed good discrimination and calibration when externally validated and are recommended for their use. | - |
dc.format.extent | 15 p. | - |
dc.format.mimetype | application/pdf | - |
dc.language.iso | eng | - |
dc.publisher | Elsevier | - |
dc.relation.isformatof | Reproducció del document publicat a: https://doi.org/10.1016/j.jclinepi.2023.04.011 | - |
dc.relation.ispartof | Journal of Clinical Epidemiology, 2023, vol. 159, p. 274-288 | - |
dc.relation.uri | https://doi.org/10.1016/j.jclinepi.2023.04.011 | - |
dc.rights | cc-by-nc-nd (c) Bosch de Basea, Magda, et al.; Elsevier B.V., 2023 | - |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | - |
dc.source | Articles publicats en revistes (Biomedicina) | - |
dc.subject.classification | COVID-19 | - |
dc.subject.classification | Assistència hospitalària | - |
dc.subject.classification | Unitats de cures intensives | - |
dc.subject.other | COVID-19 | - |
dc.subject.other | Hospital care | - |
dc.subject.other | Intensive care units | - |
dc.title | Validity of prognostic models of critical COVID-19 is variable. A systematic review with external validation | - |
dc.type | info:eu-repo/semantics/article | - |
dc.type | info:eu-repo/semantics/publishedVersion | - |
dc.identifier.idgrec | 744783 | - |
dc.date.updated | 2024-03-08T18:41:43Z | - |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | - |
dc.identifier.pmid | 37142168 | - |
Appears in Collections: | Articles publicats en revistes (IDIBAPS: Institut d'investigacions Biomèdiques August Pi i Sunyer) Articles publicats en revistes (Institut d'lnvestigació Biomèdica de Bellvitge (IDIBELL)) Articles publicats en revistes (Biomedicina) |
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