{"id":"W4214725632","doi":"10.3410/f.734500777.793573250","title":"Faculty Opinions recommendation of Global, regional, and national burden of traumatic brain injury and spinal cord injury, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Faculty of Medicine and Health, University of Sydney; Lee Kong Chian School of Medicine, Nanyang Technological University; European Regional Development Fund; Instituto de Salud Carlos III; Fundação para a Ciência e a Tecnologia; National Health and Medical Research Council; Medical Research Council; Research Institute, Nationwide Children's Hospital; University of California, Irvine; University of Health and Allied Sciences; Muhimbili University of Health and Allied Sciences; Fudan University; Dezful University of Medical Sciences; Moscow Institute of Physics and Technology; Frankfurt University of Applied Sciences; Kurdistan University Of Medical Sciences; Pacific Institute for Research and Evaluation; International Centre for Diarrhoeal Disease Research, Bangladesh; Università degli Studi di Messina; Universidade Federal de Minas Gerais; Pomorski Uniwersytet Medyczny W Szczecinie; Golestan University of Medical Sciences; Western Sydney University; Tartu Ülikool; Wuhan University; Fundação Oswaldo Cruz; Public Health Agency; Ministério da Educação; Universidad de Chile; Hacettepe Üniversitesi; Universitetet i Oslo; National and Kapodistrian University of Athens; Imperial College London; Sree Chitra Tirunal Institute for Medical Sciences and Technology; King's College London; Shiraz University; University of Ottawa; University of Cape Town; Ahvaz Jundishapur University of Medical Sciences; Inyuvesi Yakwazulu-Natali; Universidade Federal de Sergipe; Haramaya University; Universiti Sains Malaysia; South African Medical Research Council; Bundesministerium für Gesundheit; Politechnika Czestochowska; Chinese Center for Disease Control and Prevention; Tsinghua University; Lunds Universitet; Northwestern University; Alborz University of Medical Sciences; Shiraz University of Medical Sciences; Ain Shams University; University of Technology Sydney; Nanyang Technological University; Sanjay Gandhi Postgraduate Institute of Medical Sciences; Korea University; Alexander von Humboldt-Stiftung; Tribhuvan University; Lomonosov Moscow State University; Deakin University; University of Social Welfare and Rehabilitation Sciences; High Blood Pressure Research Council of Australia; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Universiteit Stellenbosch; Public Health England; Australian Catholic University; Brien Holden Vision Institute; Kyung Hee University; Georg-August-Universität Göttingen; National University of Singapore; Ministry of Health of the Russian Federation; European Commission; Ahmadu Bello University; Universitas Negeri Semarang; Islamic Azad University; Maragheh University of Medical Sciences; National Institute for Health and Care Research; Samara University; Jordan University of Science and Technology; McMaster University; Universitat de València; Uniwersytet Jagielloński Collegium Medicum; University College London; Wellcome Trust; Nationwide Children's Hospital; Helsingin Yliopisto; Universidade Federal de Santa Catarina; University of West Florida; King Fahd University of Petroleum and Minerals; Ministerio de Economía y Competitividad; Bundesministerium für Bildung und Forschung; Public Health Agency of Canada; York University; Loma Linda University; Uniwersytet Opolski; Generalitat Valenciana; Debre Tabor University; Università di Bologna; Ministério da Educação e Ciência; Jackson State University; Virginia Commonwealth University; Tulane University; University of Warwick; Banaras Hindu University; Case Western Reserve University; Yale University; Ball State University; Università degli Studi di Firenze; Bill and Melinda Gates Foundation","keywords":"Burden of disease; Spinal cord injury; Traumatic brain injury; Disease burden; Medicine; Disease; Spinal cord; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003243146,0.000544138,0.002162689,0.0003935167,0.0002032915,0.00009988113,0.001221148,0.0003680676,0.00008077441],"category_scores_gemma":[0.01923056,0.0003165584,0.0008075828,0.003742962,0.0008434194,0.0002156499,0.0005081735,0.0005533778,0.000004890911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192388,"about_ca_system_score_gemma":0.001407505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002787717,"about_ca_topic_score_gemma":0.0000109626,"domain_scores_codex":[0.9924024,0.0009228748,0.002799635,0.0007401239,0.002819643,0.0003153698],"domain_scores_gemma":[0.9882885,0.0008891596,0.002579461,0.001340485,0.006405743,0.0004966607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006708736,0.0005535143,0.00007357544,0.09475274,0.002345394,2.285505e-7,0.0002068148,3.365176e-7,7.37509e-7,0.0003773973,0.9001402,0.000878141],"study_design_scores_gemma":[0.001990671,0.002320754,0.01839189,0.05066166,0.005220708,0.00003026017,0.000722138,0.000288901,6.507196e-7,0.0001550863,0.9198917,0.0003256408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003518991,0.002248043,0.000120701,0.1962471,0.0001376668,0.00584627,0.7953435,0.00001558811,0.000005955153],"genre_scores_gemma":[0.002542427,0.0003606041,0.0005862666,0.001204323,0.0001990985,0.0007377159,0.9942521,0.00002019464,0.00009723327],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1989087,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09993550026792775,"score_gpt":0.4414051771611968,"score_spread":0.3414696768932691,"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."}}