{"id":"W3142739962","doi":"10.1097/aog.0000000000004361","title":"Maternal Mortality in the United States","year":2021,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Medicine; Health statistics; Death certificate; Maternal death; Pregnancy; Mortality rate; Birth certificate; Demography; Public health; Infant mortality; Environmental health; Cause of death; Gerontology; Population; Disease","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":[0.001233092,0.0001971954,0.0002351049,0.001712267,0.0004330433,0.000615037,0.0002925043,0.0003349271,0.00263366],"category_scores_gemma":[0.00452662,0.0001022418,0.0003368496,0.002737711,0.0001456378,0.0003298605,0.0006078442,0.0006211477,0.0005462736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075688,"about_ca_system_score_gemma":0.001985111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04938228,"about_ca_topic_score_gemma":0.06964772,"domain_scores_codex":[0.9989545,0.000317306,0.0001653942,0.0001166271,0.0003356822,0.0001104431],"domain_scores_gemma":[0.9987413,0.0002217148,0.0003646795,0.00003766868,0.0004949017,0.0001396524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009146976,0.00004884528,0.4433139,0.001407056,0.0002939115,0.000368711,0.001113015,0.0002694714,0.0001434059,0.006627745,0.3611457,0.1851768],"study_design_scores_gemma":[0.00001949503,0.00007511595,0.764853,0.002600169,0.0001465537,0.0004099153,0.001117905,0.0002992444,0.0001038073,0.001227446,0.2291234,0.00002381985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2063817,0.3244894,0.002719556,0.0870005,0.01103552,0.0003506149,0.221141,0.0005159415,0.1463658],"genre_scores_gemma":[0.6733617,0.200693,0.003594992,0.02041266,0.003706091,0.001192276,0.08712044,0.00005662642,0.009862187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04938228,"threshold_uncertainty_score":0.09818965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03774351204075371,"score_gpt":0.3170902396874308,"score_spread":0.2793467276466771,"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."}}