{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000577023,0.0007127458,0.001370017,0.001483059,0.0002419644,0.00078231,0.0008211354,0.001064224,0.001531265],"category_scores_gemma":[0.002129787,0.0001913515,0.0007168578,0.0008128905,0.0002405376,0.0006058909,0.0005303879,0.001506279,0.000410039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367418,"about_ca_system_score_gemma":0.0008349574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564988,"about_ca_topic_score_gemma":0.003329777,"domain_scores_codex":[0.9997221,0.00006420542,0.00004988188,0.00004360669,0.00008576228,0.00003434526],"domain_scores_gemma":[0.9994838,0.000288924,0.0001161152,0.00000765391,0.00006216372,0.00004124132],"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":[0.0001020451,0.00007534161,0.001154801,0.009003308,0.0001680477,0.0005084572,0.0000659676,0.0001903491,0.0004883292,0.0005523232,0.01736638,0.9703245],"study_design_scores_gemma":[0.0004536846,0.001122174,0.03153337,0.0838681,0.003262784,0.02193908,0.0006362611,0.0008886899,0.001147282,0.004011167,0.850979,0.0001584307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001774734,0.9990158,0.00008675369,0.0002788002,0.0001378226,0.00000305965,0.000007743104,0.000003736338,0.0002888551],"genre_scores_gemma":[0.001856613,0.9971216,0.0002408364,0.0003061881,0.0003073196,0.000007029377,0.00002475096,0.000001027674,0.000134593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001564988,"threshold_uncertainty_score":0.005122602,"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."}}