{"id":"W4387941276","doi":"10.1016/j.shj.2023.100227","title":"Bicuspid Aortic Valve Disease: Classifications, Treatments, and Emerging Transcatheter Paradigms","year":2023,"lang":"en","type":"review","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Edwards Lifesciences","keywords":"Bicuspid aortic valve; Medicine; Cardiology; Internal medicine; Stenosis; Bicuspid valve; Valve replacement; Disease","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":[0.0006387511,0.0006382916,0.001275306,0.002537746,0.0002587432,0.001017452,0.000615713,0.0007723601,0.002315141],"category_scores_gemma":[0.001206055,0.0002009176,0.0007803501,0.001888862,0.0004476475,0.001151353,0.0005125187,0.001352221,0.0005258361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005495929,"about_ca_system_score_gemma":0.001204118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183219,"about_ca_topic_score_gemma":0.002206945,"domain_scores_codex":[0.9997471,0.00005100416,0.00006544056,0.0000460143,0.00007249512,0.00001798759],"domain_scores_gemma":[0.9994596,0.0003451357,0.00008222457,0.00001039442,0.00008200296,0.00002067326],"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":[0.000124806,0.00007000503,0.0004869053,0.04837861,0.000265872,0.0001912392,0.0001076796,0.0003639495,0.0007531592,0.005054365,0.014194,0.9300094],"study_design_scores_gemma":[0.00007204164,0.0002873043,0.003889757,0.04073547,0.001142194,0.003545902,0.000269713,0.0003535655,0.0004532165,0.00620302,0.9429981,0.00004979145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001004573,0.9992734,0.00005051119,0.0001909601,0.00007885241,0.000002455354,0.00000974783,0.000001974448,0.0002915483],"genre_scores_gemma":[0.0006889751,0.9988167,0.0001161927,0.0001510354,0.0001159357,0.000003569178,0.00001710332,5.604376e-7,0.00008994575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002537746,"threshold_uncertainty_score":0.007744908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813707110370459,"score_gpt":0.4240172033756821,"score_spread":0.3658801322719775,"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."}}