Evaluation of the impact of COVID-19 pandemic on hospital admission related to common infections: Risk prediction models to tackle antimicrobial resistance in primary care

• Ali Fahmi ,

  Roles Data curation, Formal analysis, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: ali.fahmi@manchester.ac.uk

  Affiliation Centre for Health Informatics, Faculty of Biology, Medicine and Health, School of Health Sciences, the University of Manchester, Manchester, United Kingdom

  https://orcid.org/0000-0002-1661-4475

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• Victoria Palin,

  Roles Data curation, Methodology

  Affiliations Centre for Health Informatics, Faculty of Biology, Medicine and Health, School of Health Sciences, the University of Manchester, Manchester, United Kingdom, Maternal and Fetal Health Research Centre, Division of Developmental Biology and Medicine, the University of Manchester, Manchester, United Kingdom

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• Xiaomin Zhong,

  Roles Data curation, Formal analysis

  Affiliation Centre for Health Informatics, Faculty of Biology, Medicine and Health, School of Health Sciences, the University of Manchester, Manchester, United Kingdom

  https://orcid.org/0000-0002-3448-6702

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• Ya-Ting Yang,

  Roles Data curation, Formal analysis

  Affiliation Centre for Health Informatics, Faculty of Biology, Medicine and Health, School of Health Sciences, the University of Manchester, Manchester, United Kingdom

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• Simon Watts,

  Roles Resources

  Affiliation North West Ambulance Service, Manchester NHS Foundation Trust, Manchester, United Kingdom

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• Darren M. Ashcroft,

  Roles Writing – review & editing

  Affiliations Centre for Pharmacoepidemiology and Drug Safety, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, United Kingdom, NIHR Greater Manchester Patient Safety Translational Research Centre, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, United Kingdom

  https://orcid.org/0000-0002-2958-915X

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• Ben Goldacre,

  Roles Resources

  Affiliation Nuffield Department of Primary Care Health Sciences, Bennett Institute for Applied Data Science, University of Oxford, Oxford, United Kingdom

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• Brian MacKenna,

  Roles Resources

  Affiliation Nuffield Department of Primary Care Health Sciences, Bennett Institute for Applied Data Science, University of Oxford, Oxford, United Kingdom

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• Louis Fisher,

  Roles Resources

  Affiliation Nuffield Department of Primary Care Health Sciences, Bennett Institute for Applied Data Science, University of Oxford, Oxford, United Kingdom

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• Jon Massey,

  Roles Data curation, Resources

  Affiliation Nuffield Department of Primary Care Health Sciences, Bennett Institute for Applied Data Science, University of Oxford, Oxford, United Kingdom

  https://orcid.org/0000-0002-2497-4040

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• Amir Mehrkar,

  Roles Resources

  Affiliation Nuffield Department of Primary Care Health Sciences, Bennett Institute for Applied Data Science, University of Oxford, Oxford, United Kingdom

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• Seb Bacon,

  Roles Resources

  Affiliation Nuffield Department of Primary Care Health Sciences, Bennett Institute for Applied Data Science, University of Oxford, Oxford, United Kingdom

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• the OpenSAFELY Collaborative,

  Affiliation Nuffield Department of Primary Care Health Sciences, Bennett Institute for Applied Data Science, University of Oxford, Oxford, United Kingdom

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• Kieran Hand,

  Roles Resources, Writing – review & editing

  Affiliation NHS England, London, United Kingdom

  https://orcid.org/0000-0002-3834-2415

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• Tjeerd Pieter van Staa

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Centre for Health Informatics, Faculty of Biology, Medicine and Health, School of Health Sciences, the University of Manchester, Manchester, United Kingdom

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