{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007518181,0.00009814564,0.0001952976,0.00005414318,0.00006170191,0.00001393859,0.00003975139,0.0004490927,0.00003133529],"category_scores_gemma":[0.00001308351,0.00007097706,0.00002087206,0.00006169442,0.00001956475,0.00005095044,0.00004572772,0.0009407597,0.00004855762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001599264,"about_ca_system_score_gemma":0.00002391022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008138925,"about_ca_topic_score_gemma":0.000006897635,"domain_scores_codex":[0.9993875,0.000009658517,0.0001000544,0.0001867622,0.0001450949,0.0001709476],"domain_scores_gemma":[0.9996592,0.00001546869,0.00003487691,0.0001280503,0.00002674646,0.0001356387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006485124,0.00001099047,0.9877943,0.0004013877,0.00003606667,0.00003435993,0.000390845,1.545802e-7,0.0001819571,0.0001987553,0.004066837,0.00681946],"study_design_scores_gemma":[0.0007610276,0.00007900729,0.8254408,0.0003450463,0.00001551435,0.0001758795,0.00004561387,0.000007388073,0.00009220469,0.0001517906,0.1728153,0.00007047046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752154,0.01385363,0.00000175097,0.004993141,0.0001308603,0.0002326549,0.00003176796,0.00002549151,0.005515313],"genre_scores_gemma":[0.9941271,0.0008860016,0.0001455204,0.003753086,0.0002749611,8.712698e-7,0.00002812249,0.000007890909,0.0007764492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687484,"threshold_uncertainty_score":0.4087185,"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."}}