{"id":"W4408249334","doi":"10.1016/s2214-109x(24)00560-6","title":"Global and regional causes of maternal deaths 2009–20: a WHO systematic analysis","year":2025,"lang":"en","type":"review","venue":"The Lancet Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"World Health Organization; United States Agency for International Development","keywords":"MEDLINE; Medicine; Geography; Environmental health; Political science","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":[0.01226222,0.001330423,0.005033569,0.01686312,0.0004571235,0.001274338,0.001576244,0.001149916,0.002187239],"category_scores_gemma":[0.03565107,0.001005576,0.01238827,0.02081728,0.0005814875,0.001199781,0.002452109,0.001052674,0.0004160136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003685242,"about_ca_system_score_gemma":0.01361042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04751058,"about_ca_topic_score_gemma":0.09160924,"domain_scores_codex":[0.9867039,0.004017374,0.005287169,0.00127397,0.002195553,0.0005220449],"domain_scores_gemma":[0.981764,0.008503839,0.005065441,0.0008019119,0.003586777,0.0002780405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007622999,0.00003458014,0.07751457,0.7578128,0.07395028,0.0004477713,0.0009093322,0.001050909,0.0003405992,0.0008713756,0.02870109,0.05760443],"study_design_scores_gemma":[0.001218869,0.0003988215,0.2014718,0.513656,0.2287588,0.0009089751,0.00113929,0.001093364,0.0005052612,0.001086975,0.04960255,0.0001592613],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01691774,0.9280396,0.001359548,0.001213821,0.000207189,0.001864303,0.04908978,0.00008341428,0.001224569],"genre_scores_gemma":[0.2037978,0.7554963,0.007000821,0.003344938,0.000214907,0.008548681,0.02090841,0.00007596366,0.0006120561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04751058,"threshold_uncertainty_score":0.09446806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04873278620320703,"score_gpt":0.4077127705537771,"score_spread":0.35897998435057,"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."}}