{"id":"W7008159520","doi":"","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":"Institutional Repositories DataBase (IRDB)","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Instituto de Salud Carlos III; Department of Global Health and Population, Harvard T.H. Chan School of Public Health; University at Buffalo; Directorate for Biological Sciences; 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; Jahrom University of Medical Sciences; Jenderal Soedirman University; Imam Abdulrahman Bin Faisal University; Lingnan University; I.M. Sechenov First Moscow State Medical University; Alexandria University; African Population and Health Research Center; University of Tabriz; Case Western Reserve University; University of Agriculture, Faisalabad; Universidad Nacional Autónoma de México; University of the Philippines; Shahid Beheshti University of Medical Sciences; Università di Bologna; Bahir Dar University; Università Cattolica del Sacro Cuore; Babol University of Medical Sciences; Birjand University of Medical Sciences; Universitair Medisch Centrum Groningen; Imperial College London; Shiraz University; Public Health Foundation of India; Naresuan University; Shahrekord University; Universidade do Minho; Haramaya University; Inyuvesi Yakwazulu-Natali; Universiti Malaya; Isfahan University of Medical Sciences; Università degli Studi di Genova; Technische Universität Berlin; 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; Rajshahi University; Fundación Valle del Lili; Islamic Azad University; Università degli Studi dell'Aquila; University of Gondar; University of Waterloo; Pohang University of Science and Technology; Department of Social Services, Australian Government; Flinders University; Cairo University; Hamad Medical Corporation; Murdoch University; Monash University; Central University of Kerala; Mashhad University of Medical Sciences; Universiteit Stellenbosch; Health Services Management Research Center; Public Health England; 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; James Cook University; Shiraz University of Medical Sciences; Ain Shams University; University of Washington; Rijksuniversiteit Groningen; Iran University of Medical Sciences; University of Leicester; Tufts Medical Center; Universidade de São Paulo; Krishna Institute Of Medical Sciences Deemed To Be University; National Research University Higher School of Economics; Pirogov Russian National Research Medical University; Saveetha Dental College; Ottawa Hospital Research Institute; Shahrekord University of Medical Sciences; Social Science Research Council; Universitetet i Bergen; University of South Carolina; Harvard University; Deutsches Krebsforschungszentrum; Division of Human Resource Development; University of Toronto; University of Ottawa; Tabriz University of Medical Sciences; University of Technology Sydney; Høgskulen på Vestlandet; Bournemouth University; Universidade Federal do Rio Grande do Sul; National Institute for Medical Research Development; Università degli Studi di Napoli Federico II; Ministry of Health and Medical Education; Johns Hopkins University; Bill and Melinda Gates Foundation; Queensland University of Technology; Brigham and Women's Hospital; University of New South Wales; U.S. Department of Veterans Affairs","keywords":"Quality (philosophy); Burden of disease; Health care; Disease burden; Disease; Public health; MEDLINE","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":[0.0009349724,0.0001165813,0.0003045009,0.00003096434,0.001963652,0.0002816836,0.0003243948,0.00002848983,0.000004277302],"category_scores_gemma":[0.000535866,0.00008295987,0.00004564859,0.000422859,0.0008053246,0.0006352649,0.0002877687,0.0001063387,2.97061e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656933,"about_ca_system_score_gemma":0.001146692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1242968,"about_ca_topic_score_gemma":0.006123946,"domain_scores_codex":[0.9978144,0.0006135069,0.0004302344,0.0002477181,0.0007294002,0.0001647222],"domain_scores_gemma":[0.9982814,0.0006979633,0.0003952321,0.0003045601,0.0002036196,0.0001172644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009636485,0.00008787254,0.9421203,0.0007340536,0.0002104087,8.004259e-7,0.008684528,0.00004127484,0.000005287963,0.04744817,0.0005611788,0.00000973547],"study_design_scores_gemma":[0.0006457604,0.0001016056,0.9467407,0.0004228938,0.0009782529,0.000002923965,0.03998581,0.0003130371,0.00001335644,0.0007572697,0.009773176,0.0002652541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871584,0.002071686,0.00009258684,0.001240019,0.0006322506,0.0007683086,0.007987204,0.00001094321,0.00003859412],"genre_scores_gemma":[0.9990085,0.00008433126,0.00003352374,0.0001328996,0.0002421085,0.00008158532,0.0003600416,0.000003587723,0.00005340613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181729,"threshold_uncertainty_score":0.9993356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036249687147341,"score_gpt":0.3709325400629329,"score_spread":0.3346828529155919,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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