{"id":"W4411053233","doi":"10.1093/ehjopen/oeaf072","title":"Late referrals and high mortality in tricuspid regurgitation: a call for timely intervention","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Circle Cardiovascular Imaging; Boston Scientific Corporation; Edwards Lifesciences","keywords":"Regurgitation (circulation); Medicine; Intervention (counseling); Cardiology; Internal medicine","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":[0.001222116,0.0002327037,0.0004157555,0.0006897877,0.0008383117,0.001120858,0.0004695435,0.001175623,0.002132994],"category_scores_gemma":[0.006515418,0.0002082092,0.0003604825,0.0006417065,0.0003654512,0.0008524278,0.0005897959,0.00154575,0.0003060735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000456836,"about_ca_system_score_gemma":0.0007649427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989186,"about_ca_topic_score_gemma":0.003992151,"domain_scores_codex":[0.9990414,0.0003117572,0.0001332124,0.0001164145,0.0001542411,0.0002429024],"domain_scores_gemma":[0.9937562,0.001180217,0.002664567,0.0001572643,0.0005690927,0.001672656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008183977,0.00004645915,0.9933724,0.00001782786,0.00001216429,0.0006099796,0.0001132662,0.00003676273,0.0001242978,0.00003723874,0.0006633445,0.004884486],"study_design_scores_gemma":[0.00001512137,0.0001372816,0.9946383,0.0000918341,0.00001925437,0.002571322,0.00146673,0.0003619129,0.00007001077,0.0002015377,0.0004114275,0.00001540492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905396,0.001468065,0.0003456122,0.00621434,0.0001169003,0.00001563374,0.0001043652,0.00001905403,0.001176395],"genre_scores_gemma":[0.9985055,0.0003249895,0.0001980908,0.0004436718,0.0003011225,0.00001116612,0.00008994148,0.000004059661,0.0001213569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002132994,"threshold_uncertainty_score":0.00713551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08263911978955579,"score_gpt":0.4490105395068875,"score_spread":0.3663714197173317,"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."}}