{"id":"W6982021604","doi":"","title":"Global, regional, and national burden of meningitis and its aetiologies, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019","year":2023,"lang":"en","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Faculty of Medicine and Health, University of Sydney; Russian Academy of Sciences; Maryland Population Research Center, University of Maryland; Samsung; Directorate for Biological Sciences; National Institutes of Health; Uniwersytet Opolski; Humanitas Research Hospital; Pirogov Russian National Research Medical University; Universitas Sam Ratulangi; NIH Clinical Center; Moscow Institute of Physics and Technology; Rajshahi University; Jahrom University of Medical Sciences; Lingnan University; Kurdistan University Of Medical Sciences; Al-Farabi Kazakh National University; University of Nizwa; Lorestan University of Medical Sciences; Alborz University of Medical Sciences; Kwame Nkrumah University of Science and Technology; Gonabad University of Medical Sciences; University of Zanjan; Khulna University; Dire Dawa University; Zanjan University of Medical Sciences; Tarbiat Modares University; Alfaisal University; University of Gondar; Madda Walabu University; Shahid Bahonar University of Kerman; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Universidade Federal de Minas Gerais; Urmia University; University of Cape Town; Secretaría Nacional de Ciencia, Tecnología e Innovación; Federation University Australia; Yarmouk University; Syddansk Universitet; Debre Tabor University; Prince Sattam bin Abdulaziz University; Cancer Institute NSW; Shahid Beheshti University of Medical Sciences; University of Minnesota; Baqiyatallah University of Medical Sciences; Universidade de São Paulo; Universitetet i Oslo; Masarykova Univerzita; Universitair Medisch Centrum Groningen; Leids Universitair Medisch Centrum; Nankai University; Shahrekord University; Indian Council of Medical Research; Westfälische Wilhelms-Universität Münster; King Fahad Medical City; Haramaya University; Universidade de Lisboa; Inyuvesi Yakwazulu-Natali; Universiti Kebangsaan Malaysia; Golestan University of Medical Sciences; Cardiff University; Università di Catania; Università degli Studi di Firenze; Sultan Qaboos University; Rajiv Gandhi University of Health Sciences; National Cheng Kung University; King Abdulaziz University; Urmia University of Medical Sciences; Universitas Padjadjaran; University of the Western Cape; Tulane University; Sungkyunkwan University; Gachon University; University of Exeter; Kyung Hee University; Universidad de Concepción; Yonsei University; King Saud University; Centro Interdisciplinar de Investigação Marinha e Ambiental; Ain Shams University; Wollega University; Universiteit Stellenbosch; Public Health England; Tabriz University of Medical Sciences; Universitas Indonesia; University of Technology Sydney; University of Pretoria; University of New South Wales; Rijksuniversiteit Groningen; Cleveland Clinic; University College Cork; Amity University; James Cook University; University of Leeds; McMaster University; University of Oxford; Indiana University Health; Technische Universität München; Isfahan University of Medical Sciences; Meningitis Research Foundation; Hormozgan University of Medical Sciences; Kasturba Medical College, Manipal; Northwell Health; Case Western Reserve University; University of Sydney; University of Wollongong; Asian Institute of Medicine, Science and Technology; University of Engineering and Technology, Lahore; Monash University; South Eastern Sydney Local Health District; Iran University of Medical Sciences; Rajarata University of Sri Lanka; Shaqra University; Lebanese American University; Süleyman Demirel Üniversitesi; Anglia Ruskin University; Taibah University; Wellcome Trust; Ministero della Salute; Arizona State University; University of Patras; University of Karachi; Charles Sturt University; Universidade do Porto; Australian Government; Student Research Committee, Tabriz University of Medical Sciences; Bahir Dar University; Sheffield Hallam University; Mazandaran University of Medical Sciences; National Heart, Lung, and Blood Institute; Centre Hospitalier Universitaire Vaudois; Universiteit Leiden; Universiti Tun Hussein Onn Malaysia; University of Tabriz; European Commission; Helsingin Yliopisto; Dilla University; Universität Basel; Universidade da Beira Interior; University of Central Punjab; Ahvaz Jundishapur University of Medical Sciences; Massachusetts General Hospital; Hawassa University; Kuwait University; Cleveland Clinic Foundation; Universidad de Antioquia; New Mexico State University; University of South Carolina; Universitatea din București; La Trobe University; National University of Singapore; Islamic Azad University; U.S. Department of Veterans Affairs; Rice University; Shahrekord University of Medical Sciences; Vanderbilt University; Curtin University of Technology; Bill and Melinda Gates Foundation","keywords":"Meningitis; Disease; Neisseria meningitidis; Population; Etiology; Epidemiology; Bacterial meningitis; Disease burden","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000823632,0.0001914621,0.0005558878,0.0005997955,0.001523235,0.00006115749,0.0006390911,0.0001005991,0.00004493447],"category_scores_gemma":[0.0009502614,0.0001784766,0.000221286,0.003266522,0.001368776,0.0003029033,0.000684443,0.00009489738,0.000004946751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921286,"about_ca_system_score_gemma":0.0006803115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007895597,"about_ca_topic_score_gemma":0.003350193,"domain_scores_codex":[0.9972596,0.0006465981,0.0002523217,0.0004538084,0.0009977777,0.0003898565],"domain_scores_gemma":[0.9960269,0.002126121,0.0002835326,0.0002548734,0.001063394,0.0002451268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.007801992,0.001222681,0.5272954,0.005251029,0.02454798,0.0005099217,0.08052167,0.0189862,0.00006026871,0.240243,0.09167717,0.001882701],"study_design_scores_gemma":[0.008104452,0.001119192,0.1123863,0.0009790064,0.005976116,0.000004717394,0.5785035,0.03060046,0.000004457211,0.001178048,0.2600157,0.001128025],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749335,0.005194359,0.0005138279,0.008278711,0.00009640939,0.00335794,0.003958203,0.0001881835,0.003478858],"genre_scores_gemma":[0.9622585,0.006933538,0.00007758096,0.00001598503,0.00006536913,0.000001879991,0.0001165749,0.000007202937,0.03052334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4979818,"threshold_uncertainty_score":0.9997767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0600753403517786,"score_gpt":0.3226713961732994,"score_spread":0.2625960558215208,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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