{"id":"W4387344724","doi":"10.1093/eurheartj/ehad653","title":"Tricuspid Valve Academic Research Consortium Definitions for Tricuspid Regurgitation and Trial Endpoints","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Etiology; Clinical endpoint; Clinical trial; Natural history; Tricuspid valve; Regurgitation (circulation); Internal medicine; Intensive care medicine; Cardiology; Surgery","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.315324,0.002111162,0.004301035,0.004779083,0.002341463,0.01156084,0.004945479,0.006774742,0.006383105],"category_scores_gemma":[0.3363273,0.0008842048,0.007322965,0.00789499,0.002902252,0.004308477,0.007326988,0.009633387,0.002842593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004636869,"about_ca_system_score_gemma":0.01649454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571557,"about_ca_topic_score_gemma":0.002614286,"domain_scores_codex":[0.5966486,0.2910661,0.07785722,0.004948645,0.02610762,0.003371889],"domain_scores_gemma":[0.6268398,0.1538297,0.1052575,0.03808907,0.06673454,0.009249361],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.03634547,0.001461942,0.0277081,0.05899473,0.01200492,0.0004369453,0.003142825,0.006195584,0.002660281,0.1977898,0.3272795,0.3259799],"study_design_scores_gemma":[0.03207849,0.004749228,0.03748563,0.06593607,0.007537233,0.0009962012,0.0008594829,0.005805877,0.003865492,0.07548683,0.7644798,0.0007196949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.02830826,0.1559778,0.2155336,0.113173,0.02842121,0.2409258,0.04202773,0.001968456,0.1736641],"genre_scores_gemma":[0.0722514,0.01696069,0.2611264,0.03357349,0.006170809,0.5751625,0.02368419,0.0009465463,0.01012392],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6846759,"threshold_uncertainty_score":0.8443273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3190810150117475,"score_gpt":0.4949546764186891,"score_spread":0.1758736614069416,"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."}}