{"id":"W2155638408","doi":"10.3402/gha.v7.25366","title":"Mortality from external causes in Africa and Asia: evidence from INDEPTH Health and Demographic Surveillance System Sites","year":2014,"lang":"en","type":"article","venue":"Global Health Action","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Centers for Disease Control and Prevention; National Institute on Aging; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ethiopian Public Health Association; Bill and Melinda Gates Foundation; International Centre for Diarrhoeal Disease Research, Bangladesh; National Institutes of Health; Vetenskapsrådet; Comic Relief; Mekelle University; Wellcome Trust; Styrelsen för Internationellt Utvecklingssamarbete; Andrew W. Mellon Foundation","keywords":"Verbal autopsy; Demography; Cause of death; Medicine; Population; Mortality rate; External cause; Quarter (Canadian coin); Environmental health; Injury prevention; Geography; Poison control; Disease; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004571544,0.0004743519,0.0003670556,0.004461566,0.0003232756,0.0009630179,0.001001201,0.0002374262,0.002092651],"category_scores_gemma":[0.0150338,0.0003019534,0.0005325254,0.004965893,0.0006542269,0.001187648,0.001348244,0.0004451399,0.0003052677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006477134,"about_ca_system_score_gemma":0.001063072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890135,"about_ca_topic_score_gemma":0.02294112,"domain_scores_codex":[0.9974695,0.0008367054,0.0005428202,0.0003565134,0.0005342843,0.0002601735],"domain_scores_gemma":[0.9806038,0.005453828,0.009203769,0.00118301,0.002851248,0.0007044107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007944353,0.00001045242,0.9804347,0.0006525275,0.0001505791,0.0001012739,0.0007915578,0.00005333388,0.00004714052,0.00008786262,0.001732725,0.01585847],"study_design_scores_gemma":[0.000005996777,0.00003086642,0.9959758,0.0008611173,0.00007661386,0.0001896503,0.001090537,0.00004396628,0.00006284349,0.00003453353,0.001621393,0.00000668601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265701,0.02381823,0.0007774851,0.001365713,0.0001608812,0.0002243622,0.02867951,0.00003763071,0.01836599],"genre_scores_gemma":[0.9758975,0.01345059,0.0006194703,0.0004357618,0.00006698212,0.0001709796,0.008934131,0.00001513027,0.0004093416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890135,"threshold_uncertainty_score":0.03758264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07497163083241766,"score_gpt":0.3989515610362274,"score_spread":0.3239799302038097,"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."}}