{"id":"W4390120608","doi":"10.1002/ejhf.3106","title":"Epidemiology, Pathophysiology, Diagnosis and Management of Chronic Right-Sided Heart Failure and Tricuspid Regurgitation. A Clinical Consensus Statement of the Heart Failure Association (HFA) and the European Association of Percutaneous Cardiovascular Interventions (EAPCI) of the ESC","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Regurgitation (circulation); Cardiology; Context (archaeology); Intensive care medicine; Internal medicine; Tricuspid Valve Insufficiency; Etiology","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":[],"consensus_categories":[],"category_scores_codex":[0.007678227,0.0002025167,0.001120692,0.0001161006,0.0001555151,0.00001181093,0.0001311802,0.00006942894,0.00001216115],"category_scores_gemma":[0.001777729,0.0001119625,0.002131609,0.0003293177,0.0003893995,0.00005152966,0.0002268814,0.0003624823,0.000002729906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188017,"about_ca_system_score_gemma":0.00007376484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002893342,"about_ca_topic_score_gemma":0.00001636431,"domain_scores_codex":[0.9910816,0.006334309,0.001590219,0.0002604378,0.0004986673,0.0002347616],"domain_scores_gemma":[0.99581,0.001603088,0.00154933,0.0004393362,0.0004893974,0.0001088922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003843929,0.0004563828,0.8974369,0.001038614,0.009978078,0.00006188743,0.0004470596,0.0004263878,0.0006782017,0.0001715858,0.08738057,0.001540015],"study_design_scores_gemma":[0.005030178,0.000732323,0.9780889,0.001411606,0.003551984,0.0001307913,0.0009621979,0.0000285995,0.00008216945,0.0001528479,0.009733258,0.00009520373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593628,0.005382324,0.0000105393,0.03395041,0.000210773,0.0008967507,0.0001394671,0.000009552795,0.00003740273],"genre_scores_gemma":[0.9966222,0.002199663,0.0007833092,0.0001451998,0.0001165235,0.000006848627,0.00001292828,0.00002791666,0.00008542655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08065201,"threshold_uncertainty_score":0.45657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261816343628828,"score_gpt":0.3297412566560758,"score_spread":0.303559622293193,"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."}}