Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation.
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| Title: | Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation. |
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| Authors: | de Moraes EV; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil. eduardohmob@gmail.com., Pires MC; Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, sala 4071, Belo Horizonte, Brazil., Costa AAA; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil., Nunes AGS; Hospital Unimed-BH, Av. do Contorno, Belo Horizonte, 3097, Brazil., de Amorim CL; Universidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM), R. da Glória, 187, Diamantina, Brazil., Manenti ERF; Hospital Universitário Canoas, Av. Farroupilha, Porto Alegre, 8001, Brazil.; Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil., Lucas FB; Hospital Santo Antônio, Praça Dr. Márcio Carvalho Lopes Filho, 501, Curvelo, Brazil., Rodrigues FD; University Hospital of Porto Alegre, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil., Anschau F; Hospital Nossa Senhora da Conceição, Av. Francisco Trein, 326, Porto Alegre, Brazil.; Hospital Cristo Redentor, Rua Domingos Rubbo, 20, Porto Alegre, Brazil., do Nascimento GF; Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del- Rei, Brazil., Vietta GG; Hospital SOS Cárdio, Rodovia SC-401, 121, Florianópolis, Brazil., Moreira JFB; Universidade Federal da Bahia, Av. Milton Santos, Vitória da Conquista, Brazil., Ruschel KB; Hospital Universitário Canoas, Av. Farroupilha, Porto Alegre, 8001, Brazil.; Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil.; Institute for Health and Technology Assessment, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil., Costa MA; Hospital Risoleta Tolentino Neves, R. das Gabirobas, 1, Belo Horizonte, Brazil., Duraes PAA; Pontifıcia Universidade Católica de Minas Gerais (PUCMG), R. Dom José Gaspar, 500, Belo Horizonte, Brazil., Van Der Sand Germani PA; Centro Infant, Department of Pediatrics, School of Medicine, Pontifıcia Universidade Católica do Rio Grande do Sul (PUCRS), Av. Ipiranga, Porto Alegre, 6681, Brazil., Dos Reis PP; Hospital Metropolitano Doutor Célio de Castro, R. Dona Luiza, 311, Belo Horizonte, Brazil., Menezes RM; Hospital Santa Cruz, R. Fernando Abott, 174, Santa Cruz do Sul, Brazil., da Rocha LCD; Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del- Rei, Brazil.; Computer science department of Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del-Rei, Brazil., Gonçalves MA; Computer Science Department of Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil., Tupinambas U; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil., Marcolino MS; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil.; Institute for Health and Technology Assessment, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil.; Department of Internal Medicine, Medical School & Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, Brazil. |
| Source: | BMC infectious diseases [BMC Infect Dis] 2024 Sep 27; Vol. 24 (1), pp. 1052. Date of Electronic Publication: 2024 Sep 27. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 100968551 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2334 (Electronic) Linking ISSN: 14712334 NLM ISO Abbreviation: BMC Infect Dis Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39333931 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22de+Moraes+EV%22">de Moraes EV</searchLink>; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil. eduardohmob@gmail.com.<br /><searchLink fieldCode="AU" term="%22Pires+MC%22">Pires MC</searchLink>; Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, sala 4071, Belo Horizonte, Brazil.<br /><searchLink fieldCode="AU" term="%22Costa+AAA%22">Costa AAA</searchLink>; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil.<br /><searchLink fieldCode="AU" term="%22Nunes+AGS%22">Nunes AGS</searchLink>; Hospital Unimed-BH, Av. do Contorno, Belo Horizonte, 3097, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Amorim+CL%22">de Amorim CL</searchLink>; Universidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM), R. da Glória, 187, Diamantina, Brazil.<br /><searchLink fieldCode="AU" term="%22Manenti+ERF%22">Manenti ERF</searchLink>; Hospital Universitário Canoas, Av. Farroupilha, Porto Alegre, 8001, Brazil.; Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil.<br /><searchLink fieldCode="AU" term="%22Lucas+FB%22">Lucas FB</searchLink>; Hospital Santo Antônio, Praça Dr. Márcio Carvalho Lopes Filho, 501, Curvelo, Brazil.<br /><searchLink fieldCode="AU" term="%22Rodrigues+FD%22">Rodrigues FD</searchLink>; University Hospital of Porto Alegre, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil.<br /><searchLink fieldCode="AU" term="%22Anschau+F%22">Anschau F</searchLink>; Hospital Nossa Senhora da Conceição, Av. Francisco Trein, 326, Porto Alegre, Brazil.; Hospital Cristo Redentor, Rua Domingos Rubbo, 20, Porto Alegre, Brazil.<br /><searchLink fieldCode="AU" term="%22do+Nascimento+GF%22">do Nascimento GF</searchLink>; Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del- Rei, Brazil.<br /><searchLink fieldCode="AU" term="%22Vietta+GG%22">Vietta GG</searchLink>; Hospital SOS Cárdio, Rodovia SC-401, 121, Florianópolis, Brazil.<br /><searchLink fieldCode="AU" term="%22Moreira+JFB%22">Moreira JFB</searchLink>; Universidade Federal da Bahia, Av. Milton Santos, Vitória da Conquista, Brazil.<br /><searchLink fieldCode="AU" term="%22Ruschel+KB%22">Ruschel KB</searchLink>; Hospital Universitário Canoas, Av. Farroupilha, Porto Alegre, 8001, Brazil.; Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil.; Institute for Health and Technology Assessment, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil.<br /><searchLink fieldCode="AU" term="%22Costa+MA%22">Costa MA</searchLink>; Hospital Risoleta Tolentino Neves, R. das Gabirobas, 1, Belo Horizonte, Brazil.<br /><searchLink fieldCode="AU" term="%22Duraes+PAA%22">Duraes PAA</searchLink>; Pontifıcia Universidade Católica de Minas Gerais (PUCMG), R. Dom José Gaspar, 500, Belo Horizonte, Brazil.<br /><searchLink fieldCode="AU" term="%22Van+Der+Sand+Germani+PA%22">Van Der Sand Germani PA</searchLink>; Centro Infant, Department of Pediatrics, School of Medicine, Pontifıcia Universidade Católica do Rio Grande do Sul (PUCRS), Av. Ipiranga, Porto Alegre, 6681, Brazil.<br /><searchLink fieldCode="AU" term="%22Dos+Reis+PP%22">Dos Reis PP</searchLink>; Hospital Metropolitano Doutor Célio de Castro, R. Dona Luiza, 311, Belo Horizonte, Brazil.<br /><searchLink fieldCode="AU" term="%22Menezes+RM%22">Menezes RM</searchLink>; Hospital Santa Cruz, R. Fernando Abott, 174, Santa Cruz do Sul, Brazil.<br /><searchLink fieldCode="AU" term="%22da+Rocha+LCD%22">da Rocha LCD</searchLink>; Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del- Rei, Brazil.; Computer science department of Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del-Rei, Brazil.<br /><searchLink fieldCode="AU" term="%22Gonçalves+MA%22">Gonçalves MA</searchLink>; Computer Science Department of Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil.<br /><searchLink fieldCode="AU" term="%22Tupinambas+U%22">Tupinambas U</searchLink>; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil.<br /><searchLink fieldCode="AU" term="%22Marcolino+MS%22">Marcolino MS</searchLink>; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil.; Institute for Health and Technology Assessment, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil.; Department of Internal Medicine, Medical School & Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, Brazil. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22100968551%22">BMC infectious diseases</searchLink> [BMC Infect Dis] 2024 Sep 27; Vol. 24 (1), pp. 1052. <i>Date of Electronic Publication: </i>2024 Sep 27. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968551 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2334 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712334%22">14712334 </searchLink><i>NLM ISO Abbreviation: </i>BMC Infect Dis <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39333931 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12879-024-09865-1 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1052 Titles: – TitleFull: Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: de Moraes EV – PersonEntity: Name: NameFull: Pires MC – PersonEntity: Name: NameFull: Costa AAA – PersonEntity: Name: NameFull: Nunes AGS – PersonEntity: Name: NameFull: de Amorim CL – PersonEntity: Name: NameFull: Manenti ERF – PersonEntity: Name: NameFull: Lucas FB – PersonEntity: Name: NameFull: Rodrigues FD – PersonEntity: Name: NameFull: Anschau F – PersonEntity: Name: NameFull: do Nascimento GF – PersonEntity: Name: NameFull: Vietta GG – PersonEntity: Name: NameFull: Moreira JFB – PersonEntity: Name: NameFull: Ruschel KB – PersonEntity: Name: NameFull: Costa MA – PersonEntity: Name: NameFull: Duraes PAA – PersonEntity: Name: NameFull: Van Der Sand Germani PA – PersonEntity: Name: NameFull: Dos Reis PP – PersonEntity: Name: NameFull: Menezes RM – PersonEntity: Name: NameFull: da Rocha LCD – PersonEntity: Name: NameFull: Gonçalves MA – PersonEntity: Name: NameFull: Tupinambas U – PersonEntity: Name: NameFull: Marcolino MS IsPartOfRelationships: – BibEntity: Dates: – D: 27 M: 09 Text: 2024 Sep 27 Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 1471-2334 Numbering: – Type: volume Value: 24 – Type: issue Value: 1 Titles: – TitleFull: BMC infectious diseases Type: main |
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