{"id":"W2980608708","doi":"10.1038/s41586-019-1545-0","title":"Mapping 123 million neonatal, infant and child deaths between 2000 and 2017","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":276,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Ottawa Hospital; McMaster University; Impact; Simon Fraser University; Public Health Agency of Canada; University of Ottawa; AIDS Vancouver; University of British Columbia; Hospital for Sick Children; University of Toronto; York University; SickKids Foundation; University of Manitoba","funders":"Medical Research Council; Applied Molecular Biosciences Unit; Kurdistan University Of Medical Sciences; Mekelle University; Đại học Quốc gia Hà Nội; University of Peradeniya; Addis Ababa University; University of Gondar; University of Tabriz; Universidade Federal de Sergipe; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Fogarty International Center; Universidade do Porto; Bahir Dar University; Universidad Nacional Autónoma de México; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Alexandria University; Bill and Melinda Gates Foundation; Karolinska Institutet; Tabriz University of Medical Sciences; Shahroud University of Medical Sciences; Babol University of Medical Sciences; Tehran University of Medical Sciences and Health Services; Mazandaran University of Medical Sciences; Imam Abdulrahman Bin Faisal University; Universität Bielefeld; Aksum University; Public Health Foundation of India; Mansoura University; Hamadan University of Medical Sciences; University of Oxford; Universidad Autónoma de Sinaloa; Maragheh University of Medical Sciences; Wellcome Trust; University of Southampton; Indian Institute of Technology Delhi; National Institute for Health and Care Research; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; Australian Catholic University; Kaiser Permanente; University of Washington; A.T. Still University; Simon Fraser University; University of Ottawa; U.S. Department of Veterans Affairs","keywords":"Infant mortality; Pediatrics; Medicine; Geography; Demography; Environmental health; Population; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007429686,0.0003804392,0.0001722576,0.001436939,0.0001946796,0.0004486065,0.0003015438,0.0001624155,0.002405693],"category_scores_gemma":[0.002805775,0.0001151935,0.0006480854,0.002690712,0.0001530671,0.0004540479,0.001195546,0.0004044678,0.000662976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007191954,"about_ca_system_score_gemma":0.001588236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06416505,"about_ca_topic_score_gemma":0.05880073,"domain_scores_codex":[0.9996256,0.0001188657,0.00003182581,0.00007262678,0.00007616216,0.00007500641],"domain_scores_gemma":[0.999339,0.0001257513,0.0002037945,0.00006587864,0.0002222234,0.00004332548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368282,0.00004289364,0.836242,0.0004748321,0.0003005266,0.0001951649,0.0009960285,0.01655561,0.000730499,0.006371644,0.03180093,0.1061531],"study_design_scores_gemma":[0.00002892483,0.00008907724,0.8370109,0.0006857013,0.0002541583,0.0005585164,0.005454067,0.03144439,0.001791756,0.007335041,0.115295,0.00005263407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7564839,0.003397687,0.03388605,0.003169677,0.0002513586,0.0001339608,0.1819285,0.0006266257,0.02012233],"genre_scores_gemma":[0.9014008,0.002766504,0.0133568,0.0002647283,0.00005281332,0.0001593958,0.07877313,0.00006941757,0.00315637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06416505,"threshold_uncertainty_score":0.1275831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006648142736613078,"score_gpt":0.2608622064454738,"score_spread":0.2542140637088607,"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."}}