{"id":"W4408685447","doi":"10.21037/cdt-24-464","title":"Functional tricuspid regurgitation: is prognosis mostly driven by phenotype or severity?","year":2025,"lang":"en","type":"letter","venue":"Cardiovascular Diagnosis and Therapy","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Regurgitation (circulation); Phenotype; Internal medicine; Cardiology; Intensive care medicine; Genetics; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001615466,0.000640893,0.001541741,0.0002093716,0.0002156847,0.0001406582,0.0001156307,0.0006877711,0.0006366608],"category_scores_gemma":[0.00004801417,0.000486353,0.005351593,0.0004445688,0.0001093687,0.0001074802,0.00005758756,0.0005995565,0.00003049097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432684,"about_ca_system_score_gemma":0.000267594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005580299,"about_ca_topic_score_gemma":2.853825e-7,"domain_scores_codex":[0.9969541,0.0001761709,0.0003941763,0.001066986,0.0009669136,0.0004416082],"domain_scores_gemma":[0.998218,0.0002313121,0.0001203498,0.0008745914,0.0003692187,0.0001865017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002434125,0.0001948064,0.02418492,0.0002921548,0.02855617,0.0002324099,0.00003428592,0.00000161327,7.777784e-7,0.000004809359,0.8222003,0.1240544],"study_design_scores_gemma":[0.004847861,0.000310815,0.04072694,0.0002493962,0.006372609,0.00003035267,0.00001842657,0.00000436664,0.000101909,0.00004528967,0.9468226,0.0004694202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01904697,0.3817599,0.0001257475,0.5869537,0.001818626,0.005349571,0.002646934,0.0003119113,0.001986687],"genre_scores_gemma":[0.02119515,0.2367187,0.0001998386,0.7127576,0.006441375,0.005568645,0.008344361,0.0002595997,0.008514753],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1450412,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547427731006936,"score_gpt":0.2872478504831567,"score_spread":0.2617735731730873,"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."}}