{"id":"W3151784872","doi":"10.1016/j.jacc.2021.02.026","title":"Management of Women With Congenital or Inherited Cardiovascular Disease From Pre-Conception Through Pregnancy and Postpartum","year":2021,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Pregnancy; Disease; Heart disease; Maternal death; Obstetrics; Fetus; Intensive care medicine; Pediatrics; Internal medicine; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005059551,0.0004826495,0.00719293,0.0001547223,0.00004310554,0.000007462363,0.0004497773,0.0001479695,0.00001992446],"category_scores_gemma":[0.0001604912,0.0002797706,0.002971793,0.0007748976,0.001119251,0.00008834728,0.0003880474,0.0005109141,5.692552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662196,"about_ca_system_score_gemma":0.0007918392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001359825,"about_ca_topic_score_gemma":7.652575e-7,"domain_scores_codex":[0.9957786,0.001258478,0.00124595,0.0004600031,0.0008831382,0.0003737818],"domain_scores_gemma":[0.9957693,0.0002205546,0.001755368,0.001542899,0.0004936624,0.0002181904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004437018,0.0002025898,0.001122857,0.02188129,0.2423382,0.03295406,0.0004718733,0.0002151704,0.000004364812,0.0000855372,0.0004203232,0.6958668],"study_design_scores_gemma":[0.004469931,0.002491407,0.006573849,0.1122203,0.08340567,0.02035132,0.001767135,0.000002015362,0.000008505145,0.00005996329,0.7680204,0.0006295395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01956115,0.9776741,0.0003783687,0.00003596021,0.0004114269,0.001315001,0.0004140927,0.000008440922,0.0002015109],"genre_scores_gemma":[0.016442,0.9806978,0.002126743,0.00001751016,0.0003756293,0.00007928549,0.00001973662,0.00007805652,0.0001632494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7676001,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345865514247177,"score_gpt":0.2956169818408201,"score_spread":0.2721583266983483,"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."}}