{"id":"W4403097631","doi":"10.1001/jamanetworkopen.2024.36478","title":"Hypertensive Disorders and Cardiovascular Severe Maternal Morbidity in the US, 2015-2019","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Hospital for Sick Children; McGill University Health Centre; Sinai Health System; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Preeclampsia; Pregnancy; Incidence (geometry); Gestational hypertension; Hazard ratio; Population; Poisson regression; Cohort; Obstetrics; HELLP syndrome; Internal medicine; Pediatrics; Confidence interval; Environmental health","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":[0.0006710348,0.0001860112,0.0002124064,0.0007149568,0.0003260041,0.0005070466,0.0004585201,0.0003114865,0.001541103],"category_scores_gemma":[0.002392365,0.0002182687,0.0005102708,0.00141154,0.0001928193,0.0004255291,0.0007930634,0.0007380008,0.0001987199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000783173,"about_ca_system_score_gemma":0.001180042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07033968,"about_ca_topic_score_gemma":0.1016514,"domain_scores_codex":[0.9995092,0.00008126927,0.00008570233,0.0001119872,0.0001340103,0.00007781638],"domain_scores_gemma":[0.9988199,0.00008875116,0.0007005289,0.00004833552,0.0001590795,0.0001834313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003928002,0.00001844786,0.9957594,0.00004120808,0.00008370943,0.00004003584,0.00004614479,0.0000586943,0.00004505083,0.00006620932,0.001837926,0.001963865],"study_design_scores_gemma":[0.000006687442,0.00001995047,0.9985024,0.00004165299,0.0000356355,0.00009668682,0.0001290722,0.0002318605,0.00001989471,0.00003445427,0.0008784125,0.000003260253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667321,0.003075781,0.0003580207,0.001618047,0.0001423801,0.00004951933,0.02592526,0.00004145141,0.002057482],"genre_scores_gemma":[0.9851965,0.001300167,0.0003007037,0.000513287,0.0001269125,0.0000577171,0.01186491,0.000006243132,0.0006334503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07033968,"threshold_uncertainty_score":0.1398605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051239819924089,"score_gpt":0.289191703125204,"score_spread":0.2686793049259631,"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."}}