[HTML][HTML] Clinical risk prediction scores in coronavirus disease 2019: Beware of low validity and clinical utility

H Al Hassan, E Cocks, L Jesani, S Lewis… - Critical Care …, 2020 - journals.lww.com
Several risk stratification tools were developed to predict disease progression in coronavirus
disease 2019, with no external validation to date. We attempted to validate three previously …

An algorithm for classifying patients most likely to develop severe coronavirus disease 2019 illness

MW Kattan, X Ji, A Milinovich, J Adegboye… - Critical Care …, 2020 - journals.lww.com
Objectives: To develop an algorithm that predicts an individualized risk of severe
coronavirus disease 2019 illness (ie, ICU admission or death) upon testing positive for …

A systematic review of predictor composition, outcomes, risk of bias, and validation of COVID-19 prognostic scores

KS Appel, R Geisler, D Maier, O Miljukov… - Clinical Infectious …, 2024 - academic.oup.com
Background Numerous prognostic scores have been published to support risk stratification
for patients with coronavirus disease 2019 (COVID-19). Methods We performed a systematic …

Development and validation of a clinical risk score to predict hospitalization within 30 days of coronavirus disease 2019 diagnosis

M Aboumrad, G Zwain, J Smith, N Neupane… - Military …, 2023 - academic.oup.com
Introduction Early identification of patients with coronavirus disease 2019 (COVID-19) who
are at risk for hospitalization may help to mitigate disease burden by allowing healthcare …

Development and validation of a web-based severe COVID-19 risk prediction model

SH Woo, AJ Rios-Diaz, AA Kubey… - The American Journal of …, 2021 - Elsevier
Abstract Background Coronavirus disease 2019 (COVID-19) carries high morbidity and
mortality globally. Identification of patients at risk for clinical deterioration upon presentation …

Risk stratification scores for hospitalization duration and disease progression in moderate and severe patients with COVID-19

J Huang, Y Xu, B Wang, Y Xiang, N Wu… - BMC Pulmonary …, 2021 - Springer
Abstract Background During outbreak of Coronavirus Disease 2019 (COVID-19), healthcare
providers are facing critical clinical decisions based on the prognosis of patients. Decision …

Development and external validation of a prognostic tool for COVID-19 critical disease

DS Chow, J Glavis-Bloom, JE Soun, B Weinberg… - PLoS …, 2020 - journals.plos.org
Background The rapid spread of coronavirus disease 2019 (COVID-19) revealed significant
constraints in critical care capacity. In anticipation of subsequent waves, reliable prediction …

A clinical risk score to identify patients with COVID-19 at high risk of critical care admission or death: an observational cohort study

JB Galloway, S Norton, RD Barker, A Brookes, I Carey… - Journal of Infection, 2020 - Elsevier
Background The COVID-19 pandemic continues to escalate. There is urgent need to stratify
patients. Understanding risk of deterioration will assist in admission and discharge …

Utility of conventional clinical risk scores in a low-risk COVID-19 cohort

JN Ngiam, NWS Chew, SM Tham, ZY Lim, TYW Li… - BMC infectious …, 2021 - Springer
Background Several specific risk scores for Coronavirus disease 2019 (COVID-19) involving
clinical and biochemical parameters have been developed from higher-risk patients, in …

External validation of a clinical risk score to predict hospital admission and in-hospital mortality in COVID-19 patients

A Halalau, Z Imam, P Karabon, N Mankuzhy… - Annals of …, 2021 - Taylor & Francis
Background Identification of patients with novel coronavirus disease 2019 (COVID-19)
requiring hospital admission or at high-risk of in-hospital mortality is essential to guide …