{"id":"W4414056984","doi":"10.1016/j.cjco.2025.08.017","title":"Impact of Transcatheter Tricuspid Valve Repair on Pre- and Post-Procedural Hospitalization Rates","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Concomitant; Tricuspid valve; Confidence interval; Heart failure; Mitral valve","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00135658,0.0003093707,0.0004195537,0.0003231591,0.0001985597,0.0008075793,0.0004078403,0.0005682565,0.009804094],"category_scores_gemma":[0.00641341,0.0001361777,0.002210877,0.0003674473,0.0002913906,0.0007019686,0.0005964956,0.001695706,0.0005717466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495975,"about_ca_system_score_gemma":0.0005727281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003745675,"about_ca_topic_score_gemma":0.00450221,"domain_scores_codex":[0.9989523,0.0003214352,0.00008881424,0.0002241063,0.000159572,0.0002537728],"domain_scores_gemma":[0.9960036,0.002063172,0.0008136623,0.000330116,0.0001956551,0.0005937757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006493683,0.0004460511,0.9040581,0.0004520932,0.004477351,0.0005420454,0.0001404907,0.001024836,0.001512154,0.0005427983,0.006125215,0.0741851],"study_design_scores_gemma":[0.00008057312,0.0008412278,0.9939658,0.0000476793,0.0009713355,0.0004446398,0.0001397959,0.0009690963,0.000235423,0.0003413785,0.001948374,0.00001478781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743553,0.009273104,0.001336444,0.001603721,0.0004586522,0.00002693771,0.003602757,0.0001147422,0.009228203],"genre_scores_gemma":[0.9965503,0.0005122055,0.0001932318,0.0002260108,0.0001911273,0.00001083066,0.0008466681,0.00001431337,0.001455186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009804094,"threshold_uncertainty_score":0.03279799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00941730126316515,"score_gpt":0.3658561580074385,"score_spread":0.3564388567442733,"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."}}