{"id":"W4408273075","doi":"10.1093/ehjci/jeaf083","title":"‘Incidence and impact of structural valve deterioration following TAVI: a multicenter real-world study’","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; Université Laval","funders":"Université Laval","keywords":"Medicine; Incidence (geometry); Internal medicine; Cardiology; Cohort; Aortic valve; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008562031,0.0002157341,0.0006079971,0.0002881968,0.0002065269,0.0001399765,0.00006564134,0.00001082041,0.00001120682],"category_scores_gemma":[0.0001138498,0.0001700065,0.005309934,0.0002625999,0.00004070072,0.0002655365,0.0001033819,0.0002226877,0.000005284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906584,"about_ca_system_score_gemma":0.00009876418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953779,"about_ca_topic_score_gemma":0.000002569435,"domain_scores_codex":[0.9980907,0.0004973334,0.0004147591,0.000291141,0.0004465315,0.0002595019],"domain_scores_gemma":[0.9990829,0.00004072684,0.00009209743,0.000411678,0.00017867,0.000193989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005105,0.00005426335,0.9805539,0.00003324585,0.007990573,0.0006374076,0.000294079,0.00009844625,0.0007363714,5.694263e-7,0.00007801696,0.009422647],"study_design_scores_gemma":[0.00334331,0.0001107108,0.9907196,0.0003820077,0.004413276,0.0002820388,0.0002991974,0.0001880663,0.0000380122,0.000007564828,0.00009695658,0.0001192803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901281,0.007945115,0.0001787109,0.0000337034,0.0003357094,0.0004459851,0.000004933635,0.00002719462,0.0009005768],"genre_scores_gemma":[0.9991919,0.0001066651,0.0003791041,0.00006350079,0.0001718444,0.000002432139,0.000005316491,0.00003345424,0.00004574544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016571,"threshold_uncertainty_score":0.6932666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655007047246213,"score_gpt":0.3704714129745232,"score_spread":0.3539213425020611,"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."}}