{"id":"W4294992527","doi":"10.1186/s12916-022-02486-y","title":"The prevalence of onchocerciasis in Africa and Yemen, 2000–2018: a geospatial analysis","year":2022,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for International Health; George Institute for Global Health; Hubei University; Applied Molecular Biosciences Unit; Universiti Sultan Zainal Abidin; Imam Abdulrahman Bin Faisal University; Kwame Nkrumah University of Science and Technology; National Center of Neurology and Psychiatry; University of Zanjan; Zanjan University of Medical Sciences; European Society for Clinical Nutrition and Metabolism; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Wuhan University; University of Tabriz; Universidade do Porto; Erasmus Universitair Medisch Centrum Rotterdam; Università di Bologna; Maurice Wilkins Centre for Molecular Biodiscovery; Wuhan University of Science and Technology; Institute for Health Metrics and Evaluation; Technische Universität Berlin; Uniwersytet Łódzki; Bahir Dar University; Jimma University; Universitatea din București; Shanghai Jiao Tong University; Shahrekord University; School of Medicine, University of Alabama at Birmingham; Mazandaran University of Medical Sciences; Babol University of Medical Sciences; University of Waterloo; Tehran University of Medical Sciences and Health Services; King Abdullah University of Science and Technology; University of Calcutta; University of Oxford; McMaster University; Ahmadu Bello University; Hubei University of Medicine; Universiteit Stellenbosch; Public Health England; Cardiff University; Ain Shams University; University of Leicester; University of South Australia; Trường Đại học Nguyễn Tất Thành; Shahrekord University of Medical Sciences; Kermanshah University of Medical Sciences; Division of Mathematical Sciences; Wellcome Trust; Trường Đại học Duy Tân; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation; University of Washington; Università degli Studi di Milano; Iran University of Medical Sciences; University College London; University of Toronto; Imperial College London; University Of Nigeria Nsukka; University of Ottawa; Case Western Reserve University; Kasturba Medical College, Manipal; Harvard University; Università degli Studi di Genova; Tabriz University of Medical Sciences; Arak University of Medical Sciences; U.S. Department of Veterans Affairs","keywords":"Onchocerciasis; Ivermectin; Mass drug administration; Sierra leone; Medicine; Onchocerca volvulus; Transmission (telecommunications); Environmental health; Neglected tropical diseases; Epidemiology; Demography; Geography; Socioeconomics; Veterinary medicine; Population; Public health; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006673746,0.0003226757,0.0002026045,0.002086965,0.0002875915,0.0004993606,0.0003199046,0.0002314645,0.001505914],"category_scores_gemma":[0.002557672,0.0002182706,0.0005604238,0.003900788,0.0003478006,0.0004904769,0.000780286,0.0002648656,0.0001655607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058211,"about_ca_system_score_gemma":0.0007060031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09671389,"about_ca_topic_score_gemma":0.06064272,"domain_scores_codex":[0.9997243,0.00008565606,0.00002972109,0.00007043564,0.00003478915,0.00005504094],"domain_scores_gemma":[0.9993294,0.0002169839,0.0002627682,0.00004927545,0.0001003587,0.00004123051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000704353,0.00002206111,0.9856557,0.00006681004,0.0001675713,0.0001981841,0.0003992816,0.006855073,0.0001808234,0.0003524468,0.001040005,0.004991614],"study_design_scores_gemma":[0.00001117444,0.0000355964,0.9807538,0.00005394204,0.00007931409,0.0001908352,0.001590457,0.01490478,0.0001696647,0.0001557623,0.00204066,0.00001400741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887264,0.0001478082,0.0003087956,0.0001090736,0.000002969041,0.00001616562,0.0102672,0.00002496008,0.0003967231],"genre_scores_gemma":[0.9934864,0.0001444559,0.0005223437,0.00001072196,0.000002516442,0.00003324806,0.005687386,0.000003643964,0.0001092258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09671389,"threshold_uncertainty_score":0.1923019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865324277280603,"score_gpt":0.33345539448644,"score_spread":0.2948021517136339,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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