{"id":"W3089021322","doi":"10.1093/eurheartj/ehaa643","title":"Isolated tricuspid valve surgery: impact of aetiology and clinical presentation on outcomes","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Tricuspid valve; Infective endocarditis; Regurgitation (circulation); Heart failure; Internal medicine; Cardiology; Presentation (obstetrics); Etiology; Endocarditis; Mortality rate; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319868,0.0001006672,0.0004207785,0.00006693578,0.00004301925,0.00001534505,0.00002246243,0.00002464408,0.0001077477],"category_scores_gemma":[0.000479217,0.00006618026,0.001660778,0.00008583911,0.00003885788,0.00003940176,0.00002014806,0.0002018564,0.000057633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000189131,"about_ca_system_score_gemma":0.00006380692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005452206,"about_ca_topic_score_gemma":4.187116e-8,"domain_scores_codex":[0.9987688,0.0004548137,0.0003696586,0.0001375502,0.0001382407,0.0001309145],"domain_scores_gemma":[0.9990413,0.000285741,0.0001410582,0.00008899059,0.00006917123,0.0003737131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006627327,0.0001638467,0.988655,0.00000801728,0.001067726,0.0001007577,0.0000434973,0.000005192782,0.00004518139,0.000001332805,0.006483599,0.002763129],"study_design_scores_gemma":[0.001706683,0.001736738,0.9956319,0.00002987135,0.000371916,0.0001394322,0.00001728351,0.00005054283,0.000004217145,0.000003566299,0.0002581684,0.0000496931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976031,0.000280577,0.00002383365,0.001237768,0.0001511408,0.0001211003,0.00001541021,0.00001524901,0.0005517977],"genre_scores_gemma":[0.9985957,0.0002723073,0.00003689122,0.0007239136,0.0003092631,2.72636e-7,0.00001525668,0.00001849253,0.00002787347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0069769,"threshold_uncertainty_score":0.2698753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024024377680679,"score_gpt":0.4578721444799898,"score_spread":0.3554697067119218,"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."}}