{"id":"W3139898205","doi":"10.1016/j.jacc.2021.02.033","title":"Team-Based Care of Women With 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":165,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Pregnancy; Obstetrics; Specialty; Disease; Obstetrics and gynaecology; Postpartum period; Intensive care medicine; Family medicine; Internal medicine","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":[0.0004965949,0.0005334843,0.008714778,0.0001959131,0.00005353329,0.000006627552,0.0004999519,0.0001984055,0.00001028776],"category_scores_gemma":[0.0004468423,0.0003306969,0.004541411,0.0006865684,0.001302526,0.0000753655,0.0002320546,0.0006895391,4.541125e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005524143,"about_ca_system_score_gemma":0.002329866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002519001,"about_ca_topic_score_gemma":0.000001137673,"domain_scores_codex":[0.9950742,0.001736456,0.001252496,0.0005060802,0.001026632,0.0004042057],"domain_scores_gemma":[0.9943962,0.0003515372,0.002129383,0.001990948,0.0008777805,0.0002541673],"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":[0.003655805,0.000241643,0.007610586,0.04672753,0.1165476,0.01021132,0.001570233,0.002989516,0.00001565116,0.00007122011,0.001116238,0.8092427],"study_design_scores_gemma":[0.003763098,0.002459458,0.003372969,0.1278193,0.05240773,0.006999902,0.001771246,0.000002924186,0.00003535581,0.00004217711,0.8007124,0.0006134533],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01082793,0.9862664,0.000415335,0.00004279653,0.000427118,0.001159225,0.0006497806,0.000009092522,0.0002022918],"genre_scores_gemma":[0.05061073,0.9472046,0.001363992,0.00003041399,0.0005697317,0.00006692843,0.00003329375,0.00008987396,0.00003045413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8086292,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603308948822691,"score_gpt":0.2863873815749337,"score_spread":0.2703542920867067,"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."}}