{"id":"W2801828415","doi":"10.1001/jama.2018.10060","title":"Global Mortality From Firearms, 1990-2016","year":2018,"lang":"en","type":"article","venue":"JAMA","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":369,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Medical Research Council; College of Medicine, Seoul National University; School of Public Health and Family Medicine, University of Cape Town; School of Medicine, University of Alabama at Birmingham; Damietta University; Western Sydney University; Lorestan University of Medical Sciences; Alborz University of Medical Sciences; University of Peradeniya; Xiamen University; Norwegian Institute of Public Health; Addis Ababa University; All-India Institute of Medical Sciences; Universidade Federal de Minas Gerais; University of Cape Town; Tampereen Yliopisto; University of Haifa; Universidade Federal de Sergipe; Haramaya University; Inyuvesi Yakwazulu-Natali; Taipei Medical University; Shiraz University of Medical Sciences; United Nations Population Fund; Karolinska Institutet; Hospital de Clínicas de Porto Alegre; Mekelle University; Georg-August-Universität Göttingen; Seoul National University; Universidade do Porto; Bundesministerium für Gesundheit; Universidad Nacional de Colombia; Yonsei University; South African Medical Research Council; Griffith University; Ahmadu Bello University; Universitas Negeri Semarang; Shanghai Jiao Tong University; Maragheh University of Medical Sciences; Universiteit Stellenbosch; Public Health England; Trường Đại học Duy Tân; Iran University of Medical Sciences; Tehran University of Medical Sciences and Health Services; Universidade Federal do Rio Grande do Sul; Harvard University; Children’s Hospital of Wisconsin Research Institute; National Center for Child Health and Development; RMIT University; University College London; Case Western Reserve University; Imperial College London; University of Washington; Erasmus Universitair Medisch Centrum Rotterdam; Murdoch Children's Research Institute; Saint Paul's Hospital Millennium Medical College; Shiraz University; Helsingin Yliopisto; Deakin University; University of West Florida; Ball State University; Jordan University of Science and Technology; Univerzita Komenského v Bratislave; Lunds Universitet; King's College London","keywords":"Medicine; Homicide; Injury prevention; Poison control; Demography; Suicide prevention; Occupational safety and health; Per capita; Mortality rate; Human factors and ergonomics; Confidence interval; Environmental health; Surgery; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006992192,0.00006076095,0.00008581863,0.00001445701,0.0003569079,0.000141896,0.0003519141,0.0001187372,0.00203814],"category_scores_gemma":[0.0004111969,0.00004948865,0.00004799516,0.0002662942,0.0005277166,0.0002080655,0.00006336041,0.00007934146,0.001418052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136498,"about_ca_system_score_gemma":0.0002607729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1004278,"about_ca_topic_score_gemma":0.01960634,"domain_scores_codex":[0.99862,0.0001863181,0.00009645019,0.0002037327,0.0005056398,0.0003878572],"domain_scores_gemma":[0.9993693,0.00007637125,0.00002844325,0.0002104685,0.0001212903,0.000194187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003399756,0.00007786867,0.7019506,0.000003777552,0.00004308211,0.00001423451,0.004640811,1.050074e-7,0.00008293601,0.01683754,0.07775397,0.1985611],"study_design_scores_gemma":[0.0002523448,0.00003728994,0.6491171,0.00002736824,0.000008808937,1.332576e-7,0.00184481,0.00002786386,0.0001185435,0.01814516,0.3303061,0.0001145683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7988457,0.0001162282,0.00004542722,0.002888508,0.0003126044,0.0000877925,0.00004569936,0.00006706184,0.1975909],"genre_scores_gemma":[0.9961754,0.00007812538,0.00008356353,0.0003277566,0.002023368,0.000004981025,0.00000598075,0.000003468087,0.001297345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525521,"threshold_uncertainty_score":0.9993595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06719520097843748,"score_gpt":0.4030817105887587,"score_spread":0.3358865096103212,"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."}}