Development and validation of a clinical predictive model for severe and critical pediatric COVID-19 infection

• Judith Ju Ming Wong ,

  Contributed equally to this work with: Judith Ju Ming Wong, Qalab Abbas

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Writing – original draft, Writing – review & editing

  * E-mail: Judith.wong.jm@singhealth.com.sg

  Affiliations Department of Pediatric Subspecialties, Children’s Intensive Care Unit, KK Women’s and Children’s Hospital, Singapore, Singapore, SingHealth Duke-NUS Global Health Institute, Singapore, Singapore

  https://orcid.org/0000-0002-7987-4303

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• Qalab Abbas ,

  Contributed equally to this work with: Judith Ju Ming Wong, Qalab Abbas

  Roles Conceptualization, Data curation, Investigation, Project administration, Writing – original draft, Writing – review & editing

  Affiliation Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan

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• Felix Liauw,

  Roles Data curation, Investigation, Project administration, Writing – review & editing

  Affiliation Division of Pediatric Emergency and Intensive Care, Harapan Kita Women and Children Hospital, Jakarta, Indonesia

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• Ririe Fachrina Malisie,

  Roles Data curation, Investigation, Project administration, Writing – review & editing

  Affiliations Child Health Department, Medical Faculty of Universitas Sumatera Utara, Kota Medan, Sumatera Utara, Indonesia, Murni Teguh Memorial Hospital, Kota Medan, Sumatera Utara, Indonesia

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• Chin Seng Gan,

  Roles Data curation, Investigation, Project administration, Writing – review & editing

  Affiliation Pediatric Intensive Care Unit, Department of Pediatrics, University Malaya Medical Centre, University of Malaya, Kuala Lumpur, Malaysia

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• Muhammad Abid,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan

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• Pustika Efar,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Division of Pediatric Emergency and Intensive Care, Harapan Kita Women and Children Hospital, Jakarta, Indonesia

  https://orcid.org/0000-0002-5202-6451

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• Josephine Gloriana,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliations Child Health Department, Medical Faculty of Universitas Sumatera Utara, Kota Medan, Sumatera Utara, Indonesia, Murni Teguh Memorial Hospital, Kota Medan, Sumatera Utara, Indonesia

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• Soo Lin Chuah,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Pediatric Intensive Care Unit, Department of Pediatrics, University Malaya Medical Centre, University of Malaya, Kuala Lumpur, Malaysia

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• Rehena Sultana,

  Roles Conceptualization, Formal analysis, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Center for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore

  https://orcid.org/0000-0001-9347-5571

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• Koh Cheng Thoon,

  Roles Resources, Supervision, Writing – review & editing

  Affiliation Department of Pediatrics, Infectious Disease Service, KK Women’s and Children’s Hospital, Singapore, Singapore

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• Chee Fu Yung ,

  Roles Conceptualization, Resources, Supervision, Writing – review & editing

  ¶‡ These authors are joint senior authors on this work

  Affiliations Department of Pediatrics, Infectious Disease Service, KK Women’s and Children’s Hospital, Singapore, Singapore, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore, Duke-NUS Medical School, Singapore, Singapore

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• Jan Hau Lee ,

  Roles Conceptualization, Resources, Supervision, Writing – review & editing

  ¶‡ These authors are joint senior authors on this work

  Affiliations Department of Pediatric Subspecialties, Children’s Intensive Care Unit, KK Women’s and Children’s Hospital, Singapore, Singapore, SingHealth Duke-NUS Global Health Institute, Singapore, Singapore

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• PACCOVRA Investigators of the PACCMAN research group