{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001376276,0.0000549098,0.0001354348,0.00007802799,0.00003466173,0.0000128715,0.0000381378,0.0000620154,0.0001311029],"category_scores_gemma":[0.0005533463,0.00003468889,0.00001849005,0.0003531473,0.00003250917,0.00001259454,0.00003087742,0.0001442815,0.000009352049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002237521,"about_ca_system_score_gemma":0.00003514555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006731463,"about_ca_topic_score_gemma":0.0002646128,"domain_scores_codex":[0.9994249,0.00007302487,0.0001425288,0.0001156068,0.00009172561,0.0001521508],"domain_scores_gemma":[0.9989289,0.0008084555,0.0000259129,0.0001174363,0.00006562512,0.000053644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008399203,0.00006985181,0.9900954,0.0001366995,0.00001108688,0.00155269,0.0002853626,0.000001842829,0.00002725766,0.001918177,0.00009668542,0.005796555],"study_design_scores_gemma":[0.0004822536,0.00009860432,0.9567791,0.00001082818,0.00001306326,0.0001434777,0.0004245962,0.0003065173,0.00008904055,0.001080046,0.04053487,0.00003763541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950183,0.001018755,0.000004800806,0.00221074,0.0002874792,0.00007875061,0.000009796103,0.000006882493,0.001364511],"genre_scores_gemma":[0.9942299,0.001239197,0.00003608184,0.00377758,0.0000210175,0.000005555833,0.00005282527,0.00000378158,0.0006340701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04043818,"threshold_uncertainty_score":0.1435485,"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."}}