{"id":"W4302759540","doi":"10.1016/s2214-109x(22)00429-6","title":"Assessing performance of the Healthcare Access and Quality Index, overall and by select age groups, for 204 countries and territories, 1990–2019: a systematic analysis from the Global Burden of Disease Study 2019","year":2022,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research Management Centre, International Islamic University Malaysia; National Research, Development and Innovation Office; Horizon 2020; Instituto de Salud Carlos III; National Health and Medical Research Council; Medical Research Council; Department of Global Health and Population, Harvard T.H. Chan School of Public Health; University at Buffalo; Directorate for Biological Sciences; National Institute for Health Research Southampton Biomedical Research Centre; University of Health and Allied Sciences; George Institute for Global Health; Madda Walabu University; Moscow Institute of Physics and Technology; Western Sydney University; Al-Farabi Kazakh National University; INCLIVA Instituto de Investigación Sanitaria; Jahrom University of Medical Sciences; Jenderal Soedirman University; Imam Abdulrahman Bin Faisal University; Lingnan University; I.M. Sechenov First Moscow State Medical University; National Institute for Medical Research Development; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Alexandria University; Novo Nordisk Fonden; African Population and Health Research Center; Universidade do Minho; National Research University Higher School of Economics; Technische Universität Berlin; Centro de Investigación Biomédica en Red de Salud Mental; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Università degli Studi dell'Aquila; Bahir Dar University; Università di Bologna; Shahid Beheshti University of Medical Sciences; Autoritatea Natională pentru Cercetare Stiintifică; Shahrekord University of Medical Sciences; Università Cattolica del Sacro Cuore; University of the Philippines; Universidad Nacional Autónoma de México; Babol University of Medical Sciences; Universidade de São Paulo; Birjand University of Medical Sciences; Universitair Medisch Centrum Groningen; Ministry of Health; Imperial College London; King's College London; Shiraz University; Public Health Foundation of India; Naresuan University; Haramaya University; Inyuvesi Yakwazulu-Natali; Isfahan University of Medical Sciences; Universiti Malaya; Università degli Studi di Genova; Kerman University of Medical Sciences; Universiti Kebangsaan Malaysia; National Research Foundation; Universidad ICESI; University of Calcutta; Università di Catania; Tehran University of Medical Sciences and Health Services; Kuwait University; Sultan Qaboos University; Universidad Autónoma Metropolitana; Brien Holden Vision Institute; King Abdulaziz University; Karolinska Institutet; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Rajshahi University; Fundación Valle del Lili; Pirogov Russian National Research Medical University; Saveetha Dental College; Novo Nordisk; Islamic Azad University; Pohang University of Science and Technology; Università degli Studi di Napoli Federico II; Ministry of Health and Medical Education; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; University of Gondar; University of Waterloo; Shiraz University of Medical Sciences; Ain Shams University; Bundesministerium für Bildung und Forschung; Hamad Medical Corporation; Murdoch University; Queensland University of Technology; James Cook University; Cairo University; Department of Social Services, Australian Government; Flinders University; Monash University; Tabriz University of Medical Sciences; University of Technology Sydney; Central University of Kerala; Alexander von Humboldt-Stiftung; Mashhad University of Medical Sciences; Universitetet i Bergen; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Universiteit Stellenbosch; Health Services Management Research Center; National Rosacea Society; Public Health England; University of Ottawa; National Authority for Scientific Research and Innovation; Universitat de València; Massachusetts General Hospital; Uniwersytet Jagielloński Collegium Medicum; University College London; Indian Council of Medical Research; Trường Đại học Nguyễn Tất Thành; National University of Singapore; National Institute for Health and Care Research; Harvard University; Deutsches Krebsforschungszentrum; Manipal Academy of Higher Education; University of Aberdeen; Canadian Institutes of Health Research; University of Tabriz; European Commission; University of Washington; Rijksuniversiteit Groningen; Iran University of Medical Sciences; University of Leicester; Ministerul Cercetării, Inovării şi Digitalizării; Ottawa Hospital Research Institute; Høgskulen på Vestlandet; Barts Charity; Social Science Research Council; University of South Carolina; Kasturba Medical College, Manipal; Division of Human Resource Development; University of Toronto; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; University of Agriculture, Faisalabad; Case Western Reserve University; Universidade Federal do Rio Grande do Sul; Johns Hopkins University; Bill and Melinda Gates Foundation; Tufts Medical Center; Krishna Institute Of Medical Sciences Deemed To Be University; Shahrekord University; National Heart, Lung, and Blood Institute; Edwards Lifesciences; Brigham and Women's Hospital; University of New South Wales; U.S. Department of Veterans Affairs; Bournemouth University","keywords":"Medicine; Index (typography); Demography; Confidence interval; Health care; Incidence (geometry); Gerontology; Metric (unit); Operations management; Mathematics; Internal medicine","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":[0.001673891,0.000193965,0.001057314,0.00001616336,0.0006646668,0.00008827542,0.0003773979,0.00003413663,0.000002738881],"category_scores_gemma":[0.00006526261,0.00009989208,0.00006990615,0.0004172124,0.0001763007,0.00012098,0.0003646162,0.0001990627,6.343426e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622259,"about_ca_system_score_gemma":0.0004177096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.112581,"about_ca_topic_score_gemma":0.004356877,"domain_scores_codex":[0.9971619,0.0008735287,0.000651397,0.0003118977,0.0006262766,0.0003749626],"domain_scores_gemma":[0.9983308,0.0002487265,0.0006199605,0.0005186488,0.00009161123,0.0001902158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001136332,0.00008986401,0.9880136,0.007154326,0.0003140935,8.752186e-7,0.000995326,0.00002341338,7.06397e-7,0.0009989176,0.001142646,0.0001299354],"study_design_scores_gemma":[0.00161477,0.0004879427,0.9932082,0.000743008,0.0005309235,0.000007610662,0.001745715,0.0004601891,4.638944e-7,0.0009096268,0.0002040632,0.00008750298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615017,0.01335623,0.00001572279,0.01735126,0.0001546481,0.002122004,0.005471409,0.00001733075,0.000009743013],"genre_scores_gemma":[0.9944761,0.001033655,0.00001474419,0.00415289,0.0001676694,0.0000498744,0.00008816738,0.000006756767,0.0000101271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1082241,"threshold_uncertainty_score":0.8933284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202528512496428,"score_gpt":0.380377313056781,"score_spread":0.3483520279318167,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}