Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384926393> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4384926393 endingPage "e0288460" @default.
- W4384926393 startingPage "e0288460" @default.
- W4384926393 abstract "Background The COVID-19 pandemic has been the most serious public health crisis in recent times, a pandemic whose impact was felt across the globe in various groups and populations. Confronted with an urgent problem, people and governments were forced to make decisions without fully understanding the disease. The present work aims to reinforce our ever-growing knowledge of the illness, particularly in modelling the risk of death of a patient admitted to a hospital with a positive COVID-19 test. Methods Given the simplicity of using and programming logistic regression in any national healthcare unit and the ease of interpreting the results, we chose to use this technique over several other. Using scoring techniques, it is possible to associate the various diagnoses with a numerical value (score), making it possible therefore to integrate the patient’s multiple medical conditions as a single continuous variable in the model. Results It is possible to establish with good discriminatory capacity (ROC AUC Test = 0.8) which COVID patients are at higher risk when admitted to the healthcare unit—people of advanced age with pre-existing conditions, such as diabetes and high blood pressure, or newly acquired conditions, such as pneumonia. Moreover, males and clinical episodes occurring in healthcare units with few available beds (high healthcare unit occupancy) are also at higher risk. The importance of each variable in predicting the target is: age (47%), sum of comorbidity scores (28%), healthcare unit score (12.0%), gender score (7%) and healthcare unit occupancy (6%). Conclusions Using a dataset with more than 52000 people, it was possible to successfully differentiate likelihood of death by COVID using age, comorbidity information, healthcare unit, healthcare unit occupancy and gender. The age and the comorbidities associated with each patient had a joint contribution of about 75% in explaining the COVID related mortality in Portuguese public hospitals in the period between March 2020 and May 2021." @default.
- W4384926393 created "2023-07-22" @default.
- W4384926393 creator A5004885342 @default.
- W4384926393 creator A5032455244 @default.
- W4384926393 creator A5048081646 @default.
- W4384926393 creator A5092507685 @default.
- W4384926393 date "2023-07-20" @default.
- W4384926393 modified "2023-09-26" @default.
- W4384926393 title "A risk scoring model of COVID-19 at hospital admission" @default.
- W4384926393 cites W2005510983 @default.
- W4384926393 cites W2086923543 @default.
- W4384926393 cites W2099737847 @default.
- W4384926393 cites W2748025215 @default.
- W4384926393 cites W3020190940 @default.
- W4384926393 cites W3022911069 @default.
- W4384926393 cites W3023863810 @default.
- W4384926393 cites W3039730521 @default.
- W4384926393 cites W3048584977 @default.
- W4384926393 cites W3113005448 @default.
- W4384926393 cites W3120867737 @default.
- W4384926393 cites W3121555817 @default.
- W4384926393 doi "https://doi.org/10.1371/journal.pone.0288460" @default.
- W4384926393 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37471332" @default.
- W4384926393 hasPublicationYear "2023" @default.
- W4384926393 type Work @default.
- W4384926393 citedByCount "0" @default.
- W4384926393 crossrefType "journal-article" @default.
- W4384926393 hasAuthorship W4384926393A5004885342 @default.
- W4384926393 hasAuthorship W4384926393A5032455244 @default.
- W4384926393 hasAuthorship W4384926393A5048081646 @default.
- W4384926393 hasAuthorship W4384926393A5092507685 @default.
- W4384926393 hasBestOaLocation W43849263931 @default.
- W4384926393 hasConcept C12174686 @default.
- W4384926393 hasConcept C122637931 @default.
- W4384926393 hasConcept C126322002 @default.
- W4384926393 hasConcept C142724271 @default.
- W4384926393 hasConcept C145420912 @default.
- W4384926393 hasConcept C151956035 @default.
- W4384926393 hasConcept C15744967 @default.
- W4384926393 hasConcept C160735492 @default.
- W4384926393 hasConcept C162324750 @default.
- W4384926393 hasConcept C194828623 @default.
- W4384926393 hasConcept C2777914695 @default.
- W4384926393 hasConcept C2779134260 @default.
- W4384926393 hasConcept C2779159551 @default.
- W4384926393 hasConcept C3008058167 @default.
- W4384926393 hasConcept C38652104 @default.
- W4384926393 hasConcept C41008148 @default.
- W4384926393 hasConcept C50522688 @default.
- W4384926393 hasConcept C524204448 @default.
- W4384926393 hasConcept C534262118 @default.
- W4384926393 hasConcept C545542383 @default.
- W4384926393 hasConcept C71924100 @default.
- W4384926393 hasConcept C89623803 @default.
- W4384926393 hasConceptScore W4384926393C12174686 @default.
- W4384926393 hasConceptScore W4384926393C122637931 @default.
- W4384926393 hasConceptScore W4384926393C126322002 @default.
- W4384926393 hasConceptScore W4384926393C142724271 @default.
- W4384926393 hasConceptScore W4384926393C145420912 @default.
- W4384926393 hasConceptScore W4384926393C151956035 @default.
- W4384926393 hasConceptScore W4384926393C15744967 @default.
- W4384926393 hasConceptScore W4384926393C160735492 @default.
- W4384926393 hasConceptScore W4384926393C162324750 @default.
- W4384926393 hasConceptScore W4384926393C194828623 @default.
- W4384926393 hasConceptScore W4384926393C2777914695 @default.
- W4384926393 hasConceptScore W4384926393C2779134260 @default.
- W4384926393 hasConceptScore W4384926393C2779159551 @default.
- W4384926393 hasConceptScore W4384926393C3008058167 @default.
- W4384926393 hasConceptScore W4384926393C38652104 @default.
- W4384926393 hasConceptScore W4384926393C41008148 @default.
- W4384926393 hasConceptScore W4384926393C50522688 @default.
- W4384926393 hasConceptScore W4384926393C524204448 @default.
- W4384926393 hasConceptScore W4384926393C534262118 @default.
- W4384926393 hasConceptScore W4384926393C545542383 @default.
- W4384926393 hasConceptScore W4384926393C71924100 @default.
- W4384926393 hasConceptScore W4384926393C89623803 @default.
- W4384926393 hasIssue "7" @default.
- W4384926393 hasLocation W43849263931 @default.
- W4384926393 hasLocation W43849263932 @default.
- W4384926393 hasLocation W43849263933 @default.
- W4384926393 hasOpenAccess W4384926393 @default.
- W4384926393 hasPrimaryLocation W43849263931 @default.
- W4384926393 hasRelatedWork W2471383115 @default.
- W4384926393 hasRelatedWork W3012050440 @default.
- W4384926393 hasRelatedWork W3018119167 @default.
- W4384926393 hasRelatedWork W3022913415 @default.
- W4384926393 hasRelatedWork W3108471389 @default.
- W4384926393 hasRelatedWork W3139444595 @default.
- W4384926393 hasRelatedWork W3198269889 @default.
- W4384926393 hasRelatedWork W4200562868 @default.
- W4384926393 hasRelatedWork W4311081284 @default.
- W4384926393 hasRelatedWork W4380852712 @default.
- W4384926393 hasVolume "18" @default.
- W4384926393 isParatext "false" @default.
- W4384926393 isRetracted "false" @default.
- W4384926393 workType "article" @default.