{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007670411,0.00008508436,0.0002533155,0.0001053234,0.00007730169,0.0001412139,0.00006348337,0.00001649801,0.00004647209],"category_scores_gemma":[0.0001213396,0.0000685518,0.0002884265,0.0001205819,0.00001447399,0.0001599174,0.00008236241,0.0001083047,0.00001929798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006373777,"about_ca_system_score_gemma":0.00004427606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008105017,"about_ca_topic_score_gemma":0.00000725612,"domain_scores_codex":[0.9991063,0.000196104,0.0003244852,0.0001588403,0.00008992961,0.0001243281],"domain_scores_gemma":[0.9995523,0.00004265101,0.0000739074,0.0001291736,0.00009079961,0.0001111532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002303553,0.00080894,0.9072869,0.000200334,0.001217098,0.000398569,0.0001992329,0.00002190309,0.0002476626,0.0005291915,0.05195466,0.03483197],"study_design_scores_gemma":[0.005396547,0.0002645254,0.9773491,0.0004232162,0.0002403829,0.00003574468,0.00003087238,0.00002041948,0.00003123175,0.0003858103,0.01576452,0.00005759752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860628,0.0006814496,0.00006882223,0.002594621,0.0001809667,0.0007097549,0.0000182002,0.000009011187,0.009674394],"genre_scores_gemma":[0.9925207,0.0000871253,0.0004016721,0.0007845047,0.00007271224,0.00001254384,0.00003103657,0.00001340006,0.006076296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07006224,"threshold_uncertainty_score":0.2795461,"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."}}