{"id":"W3129483171","doi":"10.1136/bmjgh-2020-004233","title":"Disparities in pregnancy-related deaths: spatial and Bayesian network analyses of maternal mortality ratio in 54 African countries","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sierra leone; Geography; Public health; Cape verde; Demography; Socioeconomics; Developing country; Medicine; Economic growth","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":[0.0003384902,0.0001730319,0.0006969156,0.00004617698,0.00005884135,0.00001957349,0.00006409672,0.00009846246,0.00005073766],"category_scores_gemma":[0.000045341,0.0001527788,0.00005136597,0.0004051737,0.0001023558,0.00006821504,0.00006302172,0.0001664238,0.000002210257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227891,"about_ca_system_score_gemma":0.0009324401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09014624,"about_ca_topic_score_gemma":0.05086212,"domain_scores_codex":[0.9977555,0.0002186761,0.0008812167,0.0002975406,0.0003385745,0.0005084685],"domain_scores_gemma":[0.9992109,0.00003038245,0.0002242144,0.0002137036,0.00008294146,0.0002378756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002129637,0.0001253239,0.990395,0.0008747643,0.00003879344,0.0002610853,0.0001412032,0.000128691,0.000003040072,0.005812567,0.0001552095,0.00185136],"study_design_scores_gemma":[0.001383774,0.0002020528,0.9910353,0.002455822,0.00002909328,0.000167775,0.0001036515,0.0007215069,0.00004402467,0.00369351,0.00006015317,0.0001033641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868467,0.007563897,0.0001577746,0.003379995,0.0001853757,0.0005542963,0.0001393385,0.00002405639,0.001148553],"genre_scores_gemma":[0.9968725,0.001582633,0.0003078233,0.001045929,0.0000849088,0.00001382093,0.00003906864,0.000007613545,0.00004566604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03928412,"threshold_uncertainty_score":0.9664572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746011021346045,"score_gpt":0.3818172957390095,"score_spread":0.3543571855255491,"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."}}