{"id":"W4306862719","doi":"10.1016/j.jacadv.2022.100121","title":"Cardiovascular Severe Maternal Morbidity and Mortality at Delivery in the United States","year":2022,"lang":"en","type":"article","venue":"JACC Advances","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Incidence (geometry); Case fatality rate; Odds ratio; Logistic regression; Medicaid; Demography; Obstetrics; Pediatrics; Epidemiology; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000782442,0.0001601083,0.0002192072,0.0005954939,0.0002482812,0.0003256667,0.0002225504,0.0002156439,0.001077852],"category_scores_gemma":[0.002354096,0.0001695565,0.0003782439,0.0008585443,0.0001286903,0.0002379073,0.0004738843,0.0006504969,0.000118793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005906502,"about_ca_system_score_gemma":0.0006030268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378611,"about_ca_topic_score_gemma":0.0352077,"domain_scores_codex":[0.9994745,0.0001659099,0.0000693644,0.00008473227,0.0001376445,0.00006790636],"domain_scores_gemma":[0.9988205,0.0001611918,0.00062473,0.00005182602,0.0001754135,0.0001663885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000161866,0.00001216249,0.9962652,0.00001526843,0.00006046907,0.00003289195,0.00003000273,0.00003632283,0.00003259151,0.00004890247,0.0008735206,0.00257645],"study_design_scores_gemma":[0.000001726129,0.00001329695,0.9993953,0.00002398763,0.00001908687,0.00008194531,0.00004852076,0.0001189897,0.0000110632,0.0000254009,0.0002589103,0.000001840746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776685,0.0106342,0.0005054785,0.001561542,0.000132659,0.0000324533,0.00607377,0.00003394713,0.003357509],"genre_scores_gemma":[0.9938896,0.003122827,0.0003015899,0.0002861445,0.00008989264,0.00002547077,0.002014376,0.000002790868,0.0002672412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378611,"threshold_uncertainty_score":0.04729527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022924864675021,"score_gpt":0.3013531471416283,"score_spread":0.2711238984948781,"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."}}