{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003243144,0.00008609387,0.0001892829,0.00004876597,0.0001632737,0.000008791317,0.00008492553,0.00001734609,0.0001414544],"category_scores_gemma":[0.000006264569,0.00005642865,0.000064352,0.0001544146,0.00004198422,0.00006928259,0.0001195556,0.0001826248,0.00000382139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007189115,"about_ca_system_score_gemma":0.00001431301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496636,"about_ca_topic_score_gemma":0.000298351,"domain_scores_codex":[0.999014,0.0001427374,0.0001473137,0.0001724202,0.0003627659,0.0001607242],"domain_scores_gemma":[0.9996507,0.00003886477,0.00003716622,0.0001967433,0.00002524063,0.0000512695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631839,0.00004748094,0.9911032,0.0003965399,0.00006902894,0.0005289522,0.0007197563,0.001129995,0.00002525277,0.00004491615,0.0001462043,0.005525431],"study_design_scores_gemma":[0.0006351206,0.0001277155,0.9113923,0.00002729756,0.00004604656,0.0004679779,0.002097199,0.0005140305,0.0000938735,0.0007248359,0.0837797,0.00009385269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916044,0.007264806,0.000004600834,0.000371135,0.0001111181,0.0002119662,0.00007302929,0.00001947132,0.0003395098],"genre_scores_gemma":[0.9964826,0.00210054,0.00003504082,0.0009213855,0.00006126773,0.00004051072,0.00007017742,0.00000674596,0.0002817422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0836335,"threshold_uncertainty_score":0.7507684,"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."}}