Evaluating antimicrobial prescriptions in primary health care across an entire Brazilian city through the analysis of electronic medical records: where public health and data science converge.
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| Title: | Evaluating antimicrobial prescriptions in primary health care across an entire Brazilian city through the analysis of electronic medical records: where public health and data science converge. |
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| Authors: | Maita ARC; School of Arts, Sciences and Humanities, University of Sao Paulo, Sao Paulo, Brazil., Oikawa MK; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil., Oliveira VF; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil. vitorfalcaodeoliveira@gmail.com., Prado VAMD; Information Technology Department of the Municipality of São Caetano do Sul, Sao Paulo, Brazil., Pereira R; Information Technology Department of the Municipality of São Caetano do Sul, Sao Paulo, Brazil., Xavier GTO; Municipal Health Department, Primary Health System, Sao Caetano do Sul, Sao Paulo, Brazil., Matos MLM; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil., Manuli ER; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil., Salvi LHAR; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil., Conde MTRP; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil., Padoveze MC; Department of Collective Health Nursing, School of Nursing, Universidade de Sao Paulo, Sao Paulo, Brazil., Razzolini MT; School of Public Health, Universidade de São Paulo, Sao Paulo, Brazil., Scaccia N; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil., Oliveira MS; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.; Infection Control Department, Faculdade de Medicina, Hospital das Clínicas, Universidade de Sao Paulo, Sao Paulo, Brazil., Boszczowski Í; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.; Infection Control Department, Faculdade de Medicina, Hospital das Clínicas, Universidade de Sao Paulo, Sao Paulo, Brazil., Sequeira CCR; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Municipal Health Department, Primary Health System, Sao Caetano do Sul, Sao Paulo, Brazil., Zetone Graspan RM; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil., Leal FE; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Divisão de Pesquisa Clínica (DIPETEC), Instituto Nacional do Câncer, Rio de Janeiro, Brazil., Sabino EC; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil., Holmes A; University of Liverpool and Imperial College London, London, UK., Costa SF; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil., Levin AS; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.; Infection Control Department, Faculdade de Medicina, Hospital das Clínicas, Universidade de Sao Paulo, Sao Paulo, Brazil., Nunes FLS; School of Arts, Sciences and Humanities, University of Sao Paulo, Sao Paulo, Brazil. |
| Corporate Authors: | CAMO-Net Brazil Study Group |
| Source: | BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 Nov 12; Vol. 25 (1), pp. 421. Date of Electronic Publication: 2025 Nov 12. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41225423 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Evaluating antimicrobial prescriptions in primary health care across an entire Brazilian city through the analysis of electronic medical records: where public health and data science converge. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Maita+ARC%22">Maita ARC</searchLink>; School of Arts, Sciences and Humanities, University of Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Oikawa+MK%22">Oikawa MK</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Oliveira+VF%22">Oliveira VF</searchLink>; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil. vitorfalcaodeoliveira@gmail.com.<br /><searchLink fieldCode="AU" term="%22Prado+VAMD%22">Prado VAMD</searchLink>; Information Technology Department of the Municipality of São Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Pereira+R%22">Pereira R</searchLink>; Information Technology Department of the Municipality of São Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Xavier+GTO%22">Xavier GTO</searchLink>; Municipal Health Department, Primary Health System, Sao Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Matos+MLM%22">Matos MLM</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Manuli+ER%22">Manuli ER</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Salvi+LHAR%22">Salvi LHAR</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Conde+MTRP%22">Conde MTRP</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Padoveze+MC%22">Padoveze MC</searchLink>; Department of Collective Health Nursing, School of Nursing, Universidade de Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Razzolini+MT%22">Razzolini MT</searchLink>; School of Public Health, Universidade de São Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Scaccia+N%22">Scaccia N</searchLink>; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Oliveira+MS%22">Oliveira MS</searchLink>; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.; Infection Control Department, Faculdade de Medicina, Hospital das Clínicas, Universidade de Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Boszczowski+Í%22">Boszczowski Í</searchLink>; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.; Infection Control Department, Faculdade de Medicina, Hospital das Clínicas, Universidade de Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Sequeira+CCR%22">Sequeira CCR</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Municipal Health Department, Primary Health System, Sao Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Zetone+Graspan+RM%22">Zetone Graspan RM</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Leal+FE%22">Leal FE</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Divisão de Pesquisa Clínica (DIPETEC), Instituto Nacional do Câncer, Rio de Janeiro, Brazil.<br /><searchLink fieldCode="AU" term="%22Sabino+EC%22">Sabino EC</searchLink>; Departamento de Pesquisa Clínica e Inovação em Saúde, Universidade Municipal de São Caetano do Sul, Sao Paulo, Brazil.; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Holmes+A%22">Holmes A</searchLink>; University of Liverpool and Imperial College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Costa+SF%22">Costa SF</searchLink>; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Levin+AS%22">Levin AS</searchLink>; Department of Infectious Diseases and Tropical Medicine, Institute of Tropical Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.; Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.; Infection Control Department, Faculdade de Medicina, Hospital das Clínicas, Universidade de Sao Paulo, Sao Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22Nunes+FLS%22">Nunes FLS</searchLink>; School of Arts, Sciences and Humanities, University of Sao Paulo, Sao Paulo, Brazil. – Name: AuthorCorporate Label: Corporate Authors Group: Au Data: <searchLink fieldCode="CA" term="%22CAMO-Net+Brazil+Study+Group%22">CAMO-Net Brazil Study Group</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101088682%22">BMC medical informatics and decision making</searchLink> [BMC Med Inform Decis Mak] 2025 Nov 12; Vol. 25 (1), pp. 421. <i>Date of Electronic Publication: </i>2025 Nov 12. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – 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>101088682 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1472-6947 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214726947%22">14726947 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Inform Decis Mak <i>Subsets: </i>MEDLINE |
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