{"id":"W4414533265","doi":"10.1016/j.cjca.2025.09.027","title":"Early Bioprosthetic Valve Deterioration Within 5 Years Following Transcatheter Aortic Valve Replacement","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Minneapolis Heart Institute Foundation","keywords":"Valve replacement; Cohort; Cohort study; Complication; Aortic valve replacement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008010173,0.0003293131,0.0008859116,0.0009764661,0.0009446788,0.0009444202,0.0004810542,0.00149643,0.001994775],"category_scores_gemma":[0.00659628,0.0002157557,0.0009003107,0.0007364907,0.0003796747,0.000920721,0.0008561923,0.001883394,0.0003115934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008494654,"about_ca_system_score_gemma":0.0009996673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007849199,"about_ca_topic_score_gemma":0.01233908,"domain_scores_codex":[0.9991359,0.0001060287,0.00009717538,0.00009127319,0.0002207947,0.0003487439],"domain_scores_gemma":[0.9953117,0.001141383,0.001570762,0.0001504067,0.000608259,0.001217567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001289822,0.0001614247,0.9742556,0.00005063088,0.00008950516,0.01734112,0.0003985332,0.000108948,0.0003660351,0.00008373622,0.0004107014,0.005443979],"study_design_scores_gemma":[0.00001453186,0.0004717486,0.9893295,0.00004775314,0.00006925812,0.00874511,0.0005446794,0.0001699883,0.00006513312,0.0001100295,0.0004116513,0.00002072639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953972,0.001710362,0.0001506637,0.0004169164,0.00007935148,0.00001798361,0.0002081617,0.000009301929,0.00201008],"genre_scores_gemma":[0.9991156,0.0002200138,0.00003139452,0.0001047938,0.00007445047,0.000003719506,0.0002640583,0.000001162855,0.0001847208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007849199,"threshold_uncertainty_score":0.015607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028540994306573,"score_gpt":0.2868503962638317,"score_spread":0.2765649863207659,"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."}}