{"id":"W3165096430","doi":"10.1016/j.jacc.2021.03.327","title":"Risk Associated With Valvular Regurgitation During Pregnancy","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Paul's Hospital; University of British Columbia; Toronto General Hospital; University of Toronto; Mount Sinai Hospital","funders":"Toronto General and Western Hospital Foundation","keywords":"Medicine; Pregnancy; Regurgitation (circulation); Cardiology; Internal medicine; Mitral regurgitation; Heart failure; Heart disease; valvular heart disease; Obstetrics; Prospective cohort study","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":[0.0005020938,0.0003569215,0.0005240548,0.0009745511,0.0004879094,0.001030893,0.0003756029,0.001269479,0.002606842],"category_scores_gemma":[0.009098792,0.0003608285,0.0006697532,0.001111492,0.0003120646,0.0004142646,0.0005438646,0.001885388,0.0003563907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002299364,"about_ca_system_score_gemma":0.0005578349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885078,"about_ca_topic_score_gemma":0.002104948,"domain_scores_codex":[0.9991649,0.0002485018,0.0001001622,0.0001351089,0.0001262937,0.0002250422],"domain_scores_gemma":[0.9953838,0.001639167,0.001416435,0.0003191193,0.0002224355,0.001018958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002899055,0.00005880419,0.9923717,0.00003392655,0.000113815,0.0013543,0.0001254725,0.00007675739,0.0003340749,0.0001891441,0.0002291518,0.004822955],"study_design_scores_gemma":[0.00001164901,0.000183575,0.9934516,0.00007101007,0.0001211165,0.00455565,0.000283835,0.000448006,0.0001152789,0.0002696981,0.0004727294,0.0000157759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866535,0.004080894,0.0004149608,0.001106003,0.0001545435,0.00001864185,0.0007628411,0.00002395549,0.006784553],"genre_scores_gemma":[0.996906,0.001840379,0.0001967272,0.00009974592,0.0002314255,0.00001136365,0.0002742991,0.000007782928,0.0004322281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002885078,"threshold_uncertainty_score":0.008720756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008099329207828345,"score_gpt":0.2479594463690465,"score_spread":0.2398601171612182,"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."}}