{"id":"W2042727993","doi":"10.1016/j.bpobgyn.2014.03.009","title":"Valvular heart disease in pregnancy","year":2014,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Women's College Hospital; Alberta Hospital Edmonton; Mount Sinai Hospital; University of Toronto; University Health Network; University of Alberta Hospital","funders":"","keywords":"Medicine; Pregnancy; valvular heart disease; Stenosis; Heart disease; Risk stratification; Disease; Intensive care medicine; Gestation; Multidisciplinary team; Obstetrics; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105335,0.0008303212,0.001999416,0.003775223,0.0003284703,0.001487988,0.0007149244,0.001333952,0.004109391],"category_scores_gemma":[0.003589981,0.0003967771,0.0007510257,0.003088573,0.0005544157,0.001311952,0.0009145836,0.001845102,0.000792652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006067817,"about_ca_system_score_gemma":0.002160515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002247123,"about_ca_topic_score_gemma":0.00509192,"domain_scores_codex":[0.9994857,0.0001013813,0.0001551548,0.00007268549,0.0001491445,0.00003583327],"domain_scores_gemma":[0.9979583,0.0012607,0.0004379507,0.00002588772,0.0002148744,0.0001023867],"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":[0.00007193367,0.00007020859,0.0008358691,0.05278534,0.0002625632,0.0002542022,0.00009879494,0.0001500259,0.0002836788,0.001103022,0.02208235,0.9220021],"study_design_scores_gemma":[0.0001756441,0.0002967692,0.009110414,0.1183134,0.00266518,0.005047023,0.0004074961,0.0002535655,0.0003025366,0.002730748,0.8606205,0.00007665356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000046798,0.9993006,0.00002218704,0.0001882143,0.0001453872,0.00000219582,0.000006692916,0.000001526617,0.0002863823],"genre_scores_gemma":[0.0006094033,0.9986979,0.00007000737,0.0001917617,0.0003033147,0.000002887808,0.00001145071,4.344895e-7,0.0001129565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004109391,"threshold_uncertainty_score":0.01374727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2282591670609155,"score_gpt":0.5453112471820986,"score_spread":0.3170520801211831,"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."}}