{"id":"W7045921186","doi":"","title":"Causes of blindness and vision impairment in 2020 andtrends over 30 years, and prevalence of avoidable blindnessin relation to VISION 2020: the Right to Sight: an analysis forthe Global Burden of Disease Study","year":2020,"lang":"en","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Student Research Committee, Tabriz University of Medical Sciences; National Health and Medical Research Council; Adigrat University; Moorfields Eye Charity; Universiti Sultan Zainal Abidin; University of Thessaly; Wolkite University; National Center of Neurology and Psychiatry; Haramaya University; Universidade do Minho; University of Gondar; Mahatma Gandhi University; Universidade de São Paulo; Wuhan University; Imam Abdulrahman Bin Faisal University; Universidad Nacional Autónoma de México; Xiamen University; Bahir Dar University; York University; Babol University of Medical Sciences; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Universidad Autónoma de Sinaloa; University of Waterloo; National Institutes of Health; Anglia Ruskin University; Tehran University of Medical Sciences and Health Services; Università degli Studi di Firenze; Research to Prevent Blindness; Seoul National University Hospital; Ministry of Health and Medical Education; Indian Council of Medical Research; University College London; Bundesministerium für Bildung und Forschung; Brien Holden Vision Institute; National Eye Institute; National Institute for Health and Care Research; Universiti Tunku Abdul Rahman; Trường Đại học Nguyễn Tất Thành; Shahroud University of Medical Sciences; Medical Research Council; University of Calcutta; Duke-NUS Medical School; Fred Hollows Foundation; International Glaucoma Association; Aristotle University of Thessaloniki; Middlesex University; Shahid Beheshti University of Medical Sciences; Massachusetts Eye and Ear; Secretaría Nacional de Ciencia, Tecnología e Innovación; Seoul National University; Universidade do Porto; Singapore Eye Research Institute; Moorfields Eye Hospital NHS Foundation Trust; United Arab Emirates University; Queen's University; Harvard University; Đại học Quốc gia Hà Nội; Public Health Foundation of India; Univerzita Karlova v Praze; Iran University of Medical Sciences; Alexander von Humboldt-Stiftung","keywords":"Visual impairment; Blindness; Visual acuity; Disease; Macular degeneration; Low vision; Burden of disease; Vision disorder","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":[0.0007689034,0.0004760587,0.0005804891,0.001977264,0.000521073,0.001082666,0.0005934773,0.0008635778,0.00288133],"category_scores_gemma":[0.001695928,0.0005676486,0.002627492,0.004437477,0.0003180963,0.001337971,0.001231775,0.001029989,0.0003841758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076819,"about_ca_system_score_gemma":0.001088784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0788628,"about_ca_topic_score_gemma":0.1095905,"domain_scores_codex":[0.9993653,0.0001030342,0.000113089,0.0001317307,0.0001267471,0.0001601158],"domain_scores_gemma":[0.9987991,0.0001152559,0.000658687,0.00006810658,0.0001300859,0.0002286779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178451,0.00004014052,0.9968055,0.00008608436,0.0002488443,0.00004428522,0.0001012671,0.00009964299,0.0000551627,0.00006696678,0.0006444156,0.00168982],"study_design_scores_gemma":[0.000005707461,0.00002863977,0.998963,0.00002458332,0.00006939452,0.00006184969,0.0002382273,0.00009852148,0.00001159355,0.00002898604,0.0004629446,0.000006612896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954667,0.01069995,0.0002587575,0.0004421122,0.0001040811,0.00004638479,0.0313162,0.00002468715,0.002440888],"genre_scores_gemma":[0.9774256,0.005284025,0.0002167688,0.0001375773,0.00008568162,0.00007326304,0.01542972,0.000009700942,0.001337616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0788628,"threshold_uncertainty_score":0.1568075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446300681938415,"score_gpt":0.311552412045615,"score_spread":0.2970894052262308,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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