{"id":"W1940042507","doi":"10.2471/blt.08.057828","title":"Maternal near miss and maternal death in the 2005 WHO global survey on maternal and perinatal health","year":2010,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"World Health Organization; United States Agency for International Development","keywords":"Medicine; Caesarean section; Pregnancy; Maternal death; Obstetrics; Cross-sectional study; Childbirth; Psychological intervention; Eclampsia; Pediatrics; Population; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.00106723,0.0001821912,0.0003445089,0.00005665853,0.0002877779,0.00006345328,0.0002001551,0.00006763139,0.0003702783],"category_scores_gemma":[0.0000934276,0.0001121675,0.00002259126,0.0002337352,0.0001055872,0.00002067439,0.0001060754,0.0003819154,0.00002111448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150477,"about_ca_system_score_gemma":0.0002059331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02964998,"about_ca_topic_score_gemma":0.00936345,"domain_scores_codex":[0.998163,0.0003075788,0.0004976629,0.0002613544,0.0003869029,0.0003835401],"domain_scores_gemma":[0.9990534,0.00006616767,0.0002902307,0.0002733062,0.00009648663,0.0002204588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002365479,0.00003312564,0.9932006,0.000619663,0.000006164156,0.000006989647,0.0001944651,0.000001624906,0.0000126062,0.001083223,0.002742478,0.001862501],"study_design_scores_gemma":[0.0007630343,0.0001903374,0.9882481,0.0004260005,0.00000470862,0.0003286517,0.00001580706,0.00003880247,0.0002090017,0.00006033617,0.009637831,0.00007738362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337378,0.0002554521,0.00000581426,0.06485094,0.000301181,0.0005521841,0.0001142691,0.00002012719,0.0001622847],"genre_scores_gemma":[0.9899006,0.0002272758,0.0003077572,0.007981568,0.0001437905,0.000003563396,0.00001574814,0.000026165,0.001393506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05686937,"threshold_uncertainty_score":0.9768116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375728886649763,"score_gpt":0.2940874435364453,"score_spread":0.2803301546699477,"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."}}