{"id":"W3099098669","doi":"10.1016/j.ccl.2020.09.002","title":"The Importance of Cardiovascular Risk Assessment and Pregnancy Heart Team in the Management of Cardiovascular Disease in Pregnancy","year":2020,"lang":"en","type":"review","venue":"Cardiology Clinics","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Pregnancy; Multidisciplinary team; Disease; Heart disease; Obstetrics; Intensive care medicine; Multidisciplinary approach; Internal medicine; Nursing","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":[0.005822627,0.0009083545,0.008858171,0.0002557752,0.0001179932,0.00002440996,0.001065486,0.0006819098,0.000002631725],"category_scores_gemma":[0.0006386151,0.0005850645,0.009859962,0.00111569,0.0008638062,0.00007745675,0.0007833612,0.002034287,0.00000562057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905079,"about_ca_system_score_gemma":0.0006642894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002113977,"about_ca_topic_score_gemma":0.000003212056,"domain_scores_codex":[0.9893956,0.003979319,0.002861672,0.001604817,0.001411284,0.0007473188],"domain_scores_gemma":[0.991865,0.0009626903,0.0007912741,0.005958387,0.0002058558,0.0002167746],"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":[0.00003553053,0.0001262849,0.03650505,0.03321967,0.04358144,0.003903632,0.0001402569,0.0006553404,6.627145e-9,0.0003409832,0.00007711422,0.8814147],"study_design_scores_gemma":[0.002292258,0.000205118,0.01724717,0.0693238,0.04520247,0.0003178455,0.0001706152,0.00003516498,8.916381e-8,0.0002904181,0.8644044,0.0005106498],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002325002,0.9901733,0.0002273292,0.00005290532,0.0006541056,0.006967803,0.0001536371,0.00003453244,0.001503904],"genre_scores_gemma":[0.003983512,0.9934253,0.000624816,0.0000221654,0.0001902658,0.001496477,0.00009941294,0.0001316898,0.00002641506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.880904,"threshold_uncertainty_score":0.9996601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412533306584012,"score_gpt":0.3659365610723643,"score_spread":0.3218112280065242,"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."}}