{"id":"W2991564522","doi":"10.1001/jamaoncol.2018.2706","title":"Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2016","year":2018,"lang":"en","type":"review","venue":"JAMA Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1542,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital; University of Manitoba","funders":"Medical Research Council; College of Medicine, Seoul National University; University of California, Irvine; Laboratório Associado para a Química Verde; Western Sydney University; Alborz University of Medical Sciences; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; University of Peradeniya; Helsingin Yliopisto; National Research University Higher School of Economics; Christian Medical College, Vellore; Tampereen Yliopisto; University of Haifa; Universitair Medisch Centrum Groningen; Haramaya University; Inyuvesi Yakwazulu-Natali; University of Gondar; Universidade Federal de Minas Gerais; Golestan University of Medical Sciences; Tehran University of Medical Sciences and Health Services; Mazandaran University of Medical Sciences; Samara University; United Nations Population Fund; Karolinska Institutet; Universidade do Porto; Seoul National University; Rijksuniversiteit Groningen; National Institute for Health and Care Research; Jordan University of Science and Technology; University of Oxford; Samfundet Folkhälsan; Maragheh University of Medical Sciences; Fudan University; Ahmadu Bello University; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Trường Đại học Duy Tân; Iran University of Medical Sciences; Rede de Química e Tecnologia; University of West Florida; National Cancer Institute; University College London; Mekelle University; Arabian Gulf University; Case Western Reserve University; Universitetet i Tromsø; Baqiyatallah University of Medical Sciences; Imperial College London; Johns Hopkins University; Curtin University of Technology; University of Washington; Aarhus Universitet; United Arab Emirates University; Jackson State University; Korea University; South African Medical Research Council; King's College London; Public Health Foundation of India; Universität Bielefeld; Kosin University; Ball State University; Uniwersytet Jagielloński Collegium Medicum","keywords":"Medicine; Years of potential life lost; Cancer; Population; Disease burden; Global health; Demography; Epidemiology; Incidence (geometry); Environmental health; Gerontology; Public health; Life expectancy; Pathology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003024053,0.0006531053,0.001514332,0.006121571,0.0002326061,0.00110182,0.0007087512,0.0005177699,0.001961406],"category_scores_gemma":[0.01074647,0.0003740596,0.002941776,0.01085042,0.0003885616,0.001010631,0.0008962811,0.0009177388,0.0003798637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002605995,"about_ca_system_score_gemma":0.00461797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03991791,"about_ca_topic_score_gemma":0.0774721,"domain_scores_codex":[0.9974234,0.0006651217,0.0006833024,0.0002506962,0.0008667578,0.000110675],"domain_scores_gemma":[0.9963553,0.001085881,0.001303629,0.00005225356,0.001089391,0.0001135614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006012309,0.00004006505,0.1012852,0.2875152,0.01264052,0.0001453155,0.0003648231,0.001538813,0.0002466918,0.0017899,0.06625402,0.5275783],"study_design_scores_gemma":[0.0004704753,0.000587814,0.3604976,0.2324106,0.03958445,0.001345627,0.001650632,0.001283329,0.0007233153,0.003038622,0.358267,0.0001405449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003628628,0.9805453,0.0002596872,0.001358757,0.0001834928,0.00008583434,0.01227684,0.00001812206,0.001643394],"genre_scores_gemma":[0.05208579,0.9390046,0.0007897405,0.0006314599,0.0001909353,0.0002272515,0.00654944,0.000007848238,0.0005129974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03991791,"threshold_uncertainty_score":0.07937115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869459352406655,"score_gpt":0.4487672438435223,"score_spread":0.2618213086028568,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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