{"id":"W3013965941","doi":"10.1016/j.jchf.2019.12.006","title":"Transcatheter Edge-to-Edge Tricuspid Repair for Severe Tricuspid Regurgitation Reduces Hospitalizations for Heart Failure","year":2020,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Abbott Vascular; Edwards Lifesciences; Medtronic; Abbott Laboratories","keywords":"Regurgitation (circulation); Medicine; Cardiology; Internal medicine; Heart failure; Tricuspid Valve Insufficiency; Tricuspid valve","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":[0.0001594372,0.0003886762,0.0007378222,0.000175621,0.0002899855,0.00007993835,0.0001008342,0.0002256365,0.0001177385],"category_scores_gemma":[0.0004668191,0.0003419463,0.003109268,0.0006948099,0.00003717928,0.0002438304,0.00002571914,0.000137713,0.0001018275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118527,"about_ca_system_score_gemma":0.0002292477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001268634,"about_ca_topic_score_gemma":0.000006070905,"domain_scores_codex":[0.9977432,0.00005950805,0.0005130795,0.0007979044,0.0003463756,0.000539933],"domain_scores_gemma":[0.9980968,0.000207104,0.00009171743,0.0004217536,0.0004737077,0.0007089512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009237321,0.0005092247,0.01425417,0.000455405,0.0009125232,0.000003372374,0.001114816,0.00006038943,0.002159028,0.0001949098,0.9778194,0.00159298],"study_design_scores_gemma":[0.007101736,0.002404831,0.02956603,0.000178843,0.001525061,0.00002581253,0.0009001769,0.0002591543,0.002030943,0.000124368,0.9553327,0.0005503406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.603664,0.001998705,0.007593996,0.3656058,0.0009120914,0.01607526,0.002591884,0.001217422,0.0003408582],"genre_scores_gemma":[0.9470906,0.00002017122,0.03891222,0.007875334,0.00162344,0.0021313,0.001421435,0.0001501682,0.0007753391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3577305,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798015421888836,"score_gpt":0.314535001473709,"score_spread":0.2965548472548206,"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."}}