{"id":"W4415408065","doi":"10.4244/eij-d-24-01146","title":"Topaz transjugular transcatheter tricuspid valve replacement","year":2025,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Topaz; Valve replacement; Tricuspid valve; Prosthesis design; Covered stent","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":[0.0001206233,0.0001242265,0.0002045489,0.0001247607,0.00004445166,0.00001924482,0.00003890334,0.0000329802,0.0003993534],"category_scores_gemma":[0.00001520722,0.0001085508,0.003820598,0.00015379,0.00001632923,0.00004641472,0.00001056465,0.00006770472,0.00008043643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007346505,"about_ca_system_score_gemma":0.00002261305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402793,"about_ca_topic_score_gemma":0.000001135018,"domain_scores_codex":[0.9991198,0.00005218483,0.000261504,0.0002593847,0.0001536482,0.0001535466],"domain_scores_gemma":[0.9995608,0.00001142562,0.00003761785,0.0002730839,0.00004572676,0.00007137584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004855432,0.007466765,0.8221419,0.002047413,0.01301519,0.0001029008,0.0004783076,0.00002108271,0.005057702,0.004870933,0.02298321,0.1169592],"study_design_scores_gemma":[0.005453207,0.0008030787,0.9756857,0.0005314315,0.002696212,0.00001578773,0.00005417197,0.00005044289,0.00172373,0.0004261725,0.01243257,0.0001274812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690661,0.00267268,0.007815961,0.001302564,0.0005898264,0.0007666738,0.00002891207,0.0001282451,0.01762906],"genre_scores_gemma":[0.9911881,0.00004439089,0.0000729638,0.0002989235,0.00004103392,0.00001467253,0.00009285648,0.00001349847,0.008233538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1535438,"threshold_uncertainty_score":0.4426574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420575803817443,"score_gpt":0.3450130126987038,"score_spread":0.3308072546605294,"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."}}