{"id":"W4394019027","doi":"10.1016/j.eclinm.2024.102573","title":"Child, maternal, and adult mortality in rural Ethiopia in 2019: a cross-sectional mortality survey using electronic verbal autopsies","year":2024,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; University of Toronto","funders":"University of Maryland School of Public Health; Ethiopian Public Health Association; Addis Ababa University; Centre for Global Health Research; University of Toronto; Canada Research Chairs; International Development Research Centre","keywords":"Medicine; Verbal autopsy; Cross-sectional study; Demography; Environmental health; Pediatrics; Cause of death; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00107256,0.000304751,0.0001944715,0.001144411,0.0004557923,0.0005209225,0.0004032835,0.0003188383,0.001007485],"category_scores_gemma":[0.001522833,0.0004033627,0.0003045027,0.00135539,0.0001738794,0.0005651606,0.0005521265,0.0004037757,0.000459538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005818548,"about_ca_system_score_gemma":0.0004956829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591512,"about_ca_topic_score_gemma":0.02061201,"domain_scores_codex":[0.9995276,0.0001495639,0.00008537857,0.00007773347,0.00008633886,0.00007336504],"domain_scores_gemma":[0.999363,0.00008582424,0.0002914474,0.00003854754,0.0001323203,0.00008890924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002228219,0.00006030886,0.9979579,0.00002422587,0.00003298396,0.00008563708,0.0002095848,0.00004185568,0.0001029124,0.00001493192,0.0003997073,0.001047578],"study_design_scores_gemma":[0.00000522444,0.00007286297,0.9976756,0.00002611513,0.00001912308,0.0002727798,0.001112166,0.0001209028,0.00008410015,0.00001511116,0.0005906796,0.000005281992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911619,0.0001745479,0.0001805454,0.00008055514,0.00000913165,0.00008304354,0.007643234,0.000006940146,0.0006600291],"genre_scores_gemma":[0.9935895,0.0004118517,0.0005178154,0.0001922999,0.00001362621,0.0001903561,0.00456843,0.000002883126,0.0005132362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591512,"threshold_uncertainty_score":0.031645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04879035472905605,"score_gpt":0.418608851208069,"score_spread":0.3698184964790129,"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."}}