{"id":"W3118415022","doi":"10.1038/s41586-020-03043-4","title":"Mapping routine measles vaccination in low- and middle-income countries","year":2020,"lang":"en","type":"article","venue":"Nature","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; Public Health Agency of Canada; University of Ottawa; Institute for Clinical Evaluative Sciences; Impact; Université de Montréal; University of Toronto; Population Health Research Institute; Centre for Global Health Research; University of Waterloo; Centre for Addiction and Mental Health","funders":"Johns Hopkins University; National Institute for Medical Research Development; NIHR Oxford Biomedical Research Centre; Xiamen University; University of Gondar; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Universitas Sebelas Maret; University of the Philippines; BHF Centre of Research Excellence, Oxford; Shahid Beheshti University of Medical Sciences; Department of Science and Technology, Ministry of Science and Technology, India; Autoritatea Natională pentru Cercetare Stiintifică; Australian Government; Birjand University of Medical Sciences; Ahvaz Jundishapur University of Medical Sciences; Universiti Sains Malaysia; Alexandria University; Zahedan University of Medical Sciences; Bill and Melinda Gates Foundation; Tabriz University of Medical Sciences; Rafsanjan University of Medical Sciences; Kermanshah University of Medical Sciences; Iran University of Medical Sciences; British Heart Foundation; Western Sydney University; University of Tabriz; Razi Vaccine and Serum Research Institute; University of Leicester; RMIT University; National Institute for Health and Care Research; Alexander von Humboldt-Stiftung; Florida International University; University of Oxford; Universidad Autónoma de Sinaloa; Maragheh University of Medical Sciences; African Population and Health Research Center; Yasuj University of Medical Sciences; National Institute for Genetic Engineering and Biotechnology; Birmingham City University; World Health Organization; Wellcome Trust; Mazandaran University of Medical Sciences; Babol University of Medical Sciences; Fogarty International Center; Tehran University of Medical Sciences and Health Services; Katolicki Uniwersytet Lubelski Jana Pawla II; National Authority for Scientific Research and Innovation","keywords":"Measles; Vaccination; Herd immunity; Measles vaccine; Immunization; Action plan; Disease; Disease burden; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005631399,0.00006838999,0.0001328334,0.00005040564,0.00002977788,0.000006810733,0.00003077306,0.0004066592,0.00008306545],"category_scores_gemma":[0.0002439927,0.00005657336,0.00002005869,0.0001306687,0.00001702303,0.00006611841,0.00002103192,0.0006496191,0.00001387716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001498972,"about_ca_system_score_gemma":0.00002174702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002425324,"about_ca_topic_score_gemma":0.000008817209,"domain_scores_codex":[0.9995619,0.00001937691,0.00009415712,0.000135064,0.00009293027,0.00009659546],"domain_scores_gemma":[0.9997973,0.0000248081,0.00002463974,0.00005341365,0.00003266141,0.0000672163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007759666,0.00005617721,0.9921367,0.001442874,0.00004206195,0.0001621493,0.001308325,0.000004655016,0.0005361703,0.002011342,0.0008809363,0.000642692],"study_design_scores_gemma":[0.001246462,0.00007430754,0.9960337,0.0002781682,0.0000188067,0.00001026649,0.000118686,0.0004349238,0.0003583756,0.0001954925,0.001169582,0.00006118156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705856,0.006421578,0.00001159998,0.02224202,0.00004977212,0.0001318182,0.000009114041,0.0000402506,0.0005082033],"genre_scores_gemma":[0.9909095,0.000119556,0.0000649199,0.008679845,0.0001288681,0.000003461226,0.00001831327,0.000005721803,0.00006979462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032388,"threshold_uncertainty_score":0.3136528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328084122681263,"score_gpt":0.2668083566028418,"score_spread":0.2535275153760292,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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