{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["10"],"submitter":["Cimini CCR"],"pubmed_abstract":["<h4>Background</h4>Predicting the need for invasive mechanical ventilation (IMV) is important for the allocation of human and technological resources, improvement of surveillance, and use of effective therapeutic measures. This study aimed (i) to assess whether the ABC<sub>2</sub>-SPH score is able to predict the receipt of IMV in COVID-19 patients; (ii) to compare its performance with other existing scores; (iii) to perform score recalibration, and to assess whether recalibration improved prediction.<h4>Methods</h4>Retrospective observational cohort, which included adult laboratory-confirmed COVID-19 patients admitted in 32 hospitals, from 14 Brazilian cities. This study was conducted in two stages: (i) for the assessment of the ABC<sub>2</sub>-SPH score and comparison with other availabl"],"journal":["Frontiers in medicine"],"pagination":["1259055"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC10690599"],"repository":["biostudies-literature"],"pubmed_title":["Assessment of the ABC<sub>2</sub>-SPH risk score to predict invasive mechanical ventilation in COVID-19 patients and comparison to other scores."],"pmcid":["PMC10690599"],"pubmed_authors":["de Oliveira NR","Menezes RM","Nascimento GF","Cunha MIA","Cimini CCR","Ruschel KB","Rios DRA","Grizende GMS","Vianna HR","Fagundes AL","de Carvalho CA","Sacioto MF","Vietta GG","Anschau F","Andrade PGS","Goedert GMDS","de Alvarenga JC","Zandona LB","Bartolazzi F","Menezes LSM","Pessoa BP","Ponce D","Marcolino MS","Jorge AO","Chatkin JM","Delfino-Pereira P","Pires MC","Souza MD","Carneiro M","Vigil FMB","Vasconcelos IM","Machado Rugolo J","de Castro LC","Ramos LEF","Lutkmeier R","Ribeiro ALP","Bicalho MAC","Gomes AGDR","Garcia BM"],"additional_accession":[]},"is_claimable":false,"name":"Assessment of the ABC<sub>2</sub>-SPH risk score to predict invasive mechanical ventilation in COVID-19 patients and comparison to other scores.","description":"<h4>Background</h4>Predicting the need for invasive mechanical ventilation (IMV) is important for the allocation of human and technological resources, improvement of surveillance, and use of effective therapeutic measures. This study aimed (i) to assess whether the ABC<sub>2</sub>-SPH score is able to predict the receipt of IMV in COVID-19 patients; (ii) to compare its performance with other existing scores; (iii) to perform score recalibration, and to assess whether recalibration improved prediction.<h4>Methods</h4>Retrospective observational cohort, which included adult laboratory-confirmed COVID-19 patients admitted in 32 hospitals, from 14 Brazilian cities. This study was conducted in two stages: (i) for the assessment of the ABC<sub>2</sub>-SPH score and comparison with other availabl","dates":{"release":"2023-01-01T00:00:00Z","publication":"2023","modification":"2025-04-05T11:45:55.601Z","creation":"2025-04-05T11:45:55.601Z"},"accession":"S-EPMC10690599","cross_references":{"pubmed":["38046414"],"doi":["10.3389/fmed.2023.1259055"]}}