{"id":"W7066200223","doi":"","title":"Global investments in pandemic preparedness and COVID-19 : development assistance and domestic spending on health between 1990 and 2026","year":2023,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Stanford Cardiovascular Institute, School of Medicine, Stanford University; Division of Human Resource Development; National Heart, Lung, and Blood Institute; Faculty of Medicine and Health, University of Sydney; Dipartimento di Medicina e Chirurgia, Università degli Studi di Milano-Bicocca; Lee Kong Chian School of Medicine, Nanyang Technological University; Care and Public Health Research Institute, Universiteit Maastricht; National Health and Medical Research Council; Samsung; Uniwersytet Opolski; Farhangian University; George Institute for Global Health; Moscow Institute of Physics and Technology; Universitas Syiah Kuala; Universiti Sultan Zainal Abidin; Alborz University of Medical Sciences; Gonabad University of Medical Sciences; Qazvin University of Medical Sciences; Masarykova Univerzita; Istituto Auxologico Italiano; University of Reading; Mekelle University; University of Peradeniya; Dire Dawa University; Tarbiat Modares University; University of Gondar; Universitatea din București; Urmia University; Zagazig University; Universitas Indonesia; Xiamen University; Universidad de Chile; Akademiska Sjukhuset; Jimma University; Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education; Flinders University; Universiteit Utrecht; Nankai University; Universidade Federal de Minas Gerais; Ahvaz Jundishapur University of Medical Sciences; University of Veterinary and Animal Sciences; Chinese University of Hong Kong; Haramaya University; Inyuvesi Yakwazulu-Natali; Western Sydney University; Tartu Ülikool; George Mason University; Uppsala Universitet; Kerman University of Medical Sciences; Universiti Putra Malaysia; U.S. Department of Veterans Affairs; University of Crete; Universiti Malaya; King Abdulaziz University; Madda Walabu University; Institució Catalana de Recerca i Estudis Avançats; University of the Western Cape; Rajshahi University; Fundación Valle del Lili; Universitat de València; Helsingin Yliopisto; Delhi Technological University; Directorate for Biological Sciences; Menofia University; Bushehr University of Medical Sciences; Islamic Azad University; Gachon University; Centro de Investigación Biomédica en Red de Salud Mental; Universidad ICESI; University of New South Wales; Public Health England; Universiteit Maastricht; Ain Shams University; Wuhan University; Rijksuniversiteit Groningen; Amity University; University of Leeds; National Research University Higher School of Economics; Süleyman Demirel Üniversitesi; Hamadan University of Medical Sciences; Pirogov Russian National Research Medical University; Saveetha Dental College; Korea University; Kasturba Medical College, Manipal; Ewha Womans University; Krishna Institute Of Medical Sciences Deemed To Be University; Central University of Kerala; National Center of Neurology and Psychiatry; Tribhuvan University; Monash University; South Eastern Sydney Local Health District; Yazd University; Bill and Melinda Gates Foundation; Instituto de Salud Carlos III; Università degli Studi di Milano; University of South Carolina; Bournemouth University; Kermanshah University of Medical Sciences; Vanderbilt University; London School of Economics and Political Science; Case Western Reserve University; Rice University; Jazan University; Public Health Wales; Tulane University; Bundesministerium für Gesundheit; Nanyang Technological University; Universidade da Beira Interior; University of Georgia; Johns Hopkins University; Jahrom University of Medical Sciences; London South Bank University; Debre Tabor University; University Of Nigeria Nsukka; Università di Bologna; Jackson State University; Ahmadu Bello University; Jordan University of Science and Technology; McMaster University; Rajarata University of Sri Lanka; Yale University; Kyung Hee University; Universidad de Concepción; Universidad de Antioquia; Università degli Studi di Napoli Federico II; University of Ottawa","keywords":"Preparedness; Pandemic; Government (linguistics); Context (archaeology); Global health; Investment (military); Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631272,0.0009174778,0.0003852843,0.001954389,0.0004146016,0.001870101,0.0006065672,0.001593794,0.007333004],"category_scores_gemma":[0.005780274,0.0003144467,0.0006241148,0.005104512,0.0005789956,0.001371939,0.002781302,0.001208386,0.0009745929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005754594,"about_ca_system_score_gemma":0.008238836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.072942,"about_ca_topic_score_gemma":0.06252307,"domain_scores_codex":[0.9986358,0.0002967376,0.00006760174,0.0000905281,0.0002244739,0.0006847775],"domain_scores_gemma":[0.9979154,0.0004011845,0.0005055966,0.0000632622,0.0004531918,0.0006612302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00368148,0.0005854467,0.224608,0.003783,0.00104295,0.00175278,0.002992306,0.01393001,0.002384849,0.09221384,0.2254894,0.427536],"study_design_scores_gemma":[0.0001770361,0.0003521159,0.5514306,0.001398069,0.0003377281,0.000636367,0.003270775,0.00230989,0.00183442,0.003886372,0.4343227,0.00004385383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5251404,0.05399875,0.001633408,0.1045148,0.002865982,0.000183516,0.1826764,0.000461873,0.1285249],"genre_scores_gemma":[0.9103584,0.02278394,0.001506143,0.002765195,0.0004140994,0.0001851221,0.0359427,0.00007904548,0.02596538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.072942,"threshold_uncertainty_score":0.1450349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024361074820115,"score_gpt":0.4356922723128102,"score_spread":0.3332561648307987,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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