{"id":"W3016866698","doi":"10.4269/ajtmh.20-0036","title":"Is Malaria an Important Cause of Death among Adults?","year":2020,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Malaria Research and Control","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University Health Network; University of Toronto; Toronto General Hospital; Centre for Global Health Research; St. Michael's Hospital","funders":"Bill and Melinda Gates Foundation","keywords":"Malaria; Verbal autopsy; Transmission (telecommunications); Demography; Cause of death; Medicine; Autopsy; Environmental health; Disease; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019746,0.0001808982,0.0004268584,0.0008933592,0.0004632741,0.001182972,0.0003532553,0.001208765,0.004286156],"category_scores_gemma":[0.01387625,0.0001532542,0.000323516,0.0014604,0.001157424,0.002009256,0.0005821988,0.001691225,0.0009217273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798778,"about_ca_system_score_gemma":0.0009876626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004377941,"about_ca_topic_score_gemma":0.006092499,"domain_scores_codex":[0.9986355,0.0006049013,0.0001370538,0.0001590266,0.0003376678,0.0001259752],"domain_scores_gemma":[0.9944481,0.001891686,0.001958037,0.0002678429,0.0009181045,0.0005162634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004617981,0.0001491128,0.3645109,0.003586225,0.0003602874,0.001868682,0.00168425,0.0001558275,0.0005972055,0.01193736,0.138459,0.4762294],"study_design_scores_gemma":[0.00006818857,0.0004013114,0.7033675,0.007143001,0.0004912659,0.006984105,0.006528394,0.0004865209,0.0004651931,0.02458605,0.2494008,0.00007764894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09082257,0.3707413,0.001587857,0.4973756,0.008385533,0.00004017458,0.001420364,0.00003995831,0.02958659],"genre_scores_gemma":[0.6218241,0.3110157,0.0008423317,0.04261323,0.02108746,0.00002086689,0.000615863,0.00001354682,0.001966912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004377941,"threshold_uncertainty_score":0.01433867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635940814204617,"score_gpt":0.3072894216974613,"score_spread":0.2809300135554151,"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."}}