{"id":"W4385064130","doi":"10.1016/s1474-4422(23)00195-3","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":"review","venue":"The Lancet Neurology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Data Research UK; European Social Fund; Division of Human Resource Development; Faculty of Medicine and Health, University of Sydney; Sistema Nacional de Investigadores; Russian Academy of Sciences; Fundação para a Ciência e a Tecnologia; National Health and Medical Research Council; 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; Jahrom University of Medical Sciences; Imam Abdulrahman Bin Faisal University; 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; Yarmouk University; Universidade de Lisboa; Shahrekord University of Medical Sciences; 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; Inyuvesi Yakwazulu-Natali; Federation University Australia; Abdul Wali Khan University Mardan; 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; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; King Saud University; Centro Interdisciplinar de Investigação Marinha e Ambiental; Ain Shams University; Wollega University; Universiteit Stellenbosch; Public Health England; Ministerstvo Školství, Mládeže a Tělovýchovy; 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; Debre Tabor University; Shahid Beheshti University of Medical Sciences; Prince Sattam bin Abdulaziz University; Cancer Institute NSW; University of Leeds; McMaster University; University of Oxford; Isfahan University of Medical Sciences; Syddansk Universitet; Manipal Academy of Higher Education; 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; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; 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; International Medical University; Wellcome Trust; Ministero della Salute; Arizona State University; National Institute for Health and Care Research; 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; James Cook University; Rajshahi University; Saveetha Institute of Medical and Technical Sciences; 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; Universidade de São Paulo; Academy of Scientific Research and Technology; Baqiyatallah University of Medical Sciences; University of Minnesota; Technische Universität München; Indiana University Health; Cleveland Clinic Foundation; Universidad de Antioquia; New Mexico State University; University of South Carolina; Islamic Azad University; U.S. Department of Veterans Affairs; Rice University; Vanderbilt University; National University of Singapore; Universitatea din București; La Trobe University; Curtin University of Technology; Bill and Melinda Gates Foundation","keywords":"Burden of disease; Medicine; Disease; Meningitis; Disease burden; Intensive care medicine; Global health; Environmental health; Pediatrics; Public health; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007550893,0.0002744238,0.00210165,0.0001121631,0.0001742738,0.00001661157,0.0004575535,0.0002410618,0.00001877592],"category_scores_gemma":[0.0005265556,0.0001464992,0.0002958759,0.0005310833,0.0002286617,0.00002745233,0.0002927021,0.0001654802,0.00001017152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001928556,"about_ca_system_score_gemma":0.0001091735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006297263,"about_ca_topic_score_gemma":0.0001181424,"domain_scores_codex":[0.997653,0.001006511,0.0006750583,0.0003731181,0.00004176468,0.0002505166],"domain_scores_gemma":[0.99655,0.002130564,0.000712348,0.0004259516,0.0001616286,0.00001947715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01100018,0.001922085,0.02480821,0.3972263,0.2432305,0.00005237366,0.002693553,0.002951087,0.0002896116,0.1142204,0.1598296,0.04177608],"study_design_scores_gemma":[0.006566903,0.004229264,0.03952176,0.008059974,0.08272066,0.0009592942,0.0005023114,0.0003481706,0.000001098955,0.00516019,0.8505488,0.00138157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01914398,0.9744739,0.00001016076,0.001095385,0.000491206,0.002119844,0.002615007,0.00003846946,0.0000120307],"genre_scores_gemma":[0.04491099,0.9539796,0.000002400466,0.0000412022,0.0002232445,0.0003858971,0.0002832512,0.00001506202,0.0001583974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6907192,"threshold_uncertainty_score":0.5974064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883311845201253,"score_gpt":0.353064903198344,"score_spread":0.2647337186782188,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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