{"id":"W4387338437","doi":"10.1016/j.cjca.2023.06.054","title":"FIVE-YEAR BIOPROSTHETIC VALVE DYSFUNCTION AFTER SURGERY OR SELF-EXPANDING TRANSCATHETER AORTIC VALVE IMPLANTATION","year":2023,"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":"Toronto Public Health","funders":"","keywords":"Medicine; Regurgitation (circulation); Cardiology; Internal medicine; Endocarditis; Incidence (geometry); Prosthesis; Aortic valve; Randomized controlled trial; Surgery; Aortic valve replacement; Mechanical valve; Heart valve; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007211208,0.0004907458,0.0007295239,0.001327583,0.001005111,0.001187946,0.0005764384,0.00136697,0.002192657],"category_scores_gemma":[0.002505997,0.0002267241,0.001792172,0.0009555675,0.0006114047,0.001078418,0.0009439452,0.001602364,0.000306446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009250182,"about_ca_system_score_gemma":0.001115863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008744693,"about_ca_topic_score_gemma":0.008359082,"domain_scores_codex":[0.999286,0.00006841006,0.00007647423,0.00008901879,0.00008842743,0.0003917331],"domain_scores_gemma":[0.9973509,0.0003445372,0.0007939893,0.0001241906,0.0002767231,0.001109753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001469943,0.0002348382,0.9916859,0.00002509671,0.0001733312,0.003440066,0.0001553015,0.0001448511,0.0001912881,0.00007537702,0.0001505821,0.002253356],"study_design_scores_gemma":[0.00002721745,0.0008232867,0.9962076,0.0000142551,0.0001378367,0.001839132,0.0003524725,0.0001942431,0.0000564373,0.0001013625,0.0002180518,0.00002810082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983889,0.0003360389,0.00007913051,0.00007686235,0.00004112945,0.000008160247,0.0003171696,0.00000463955,0.0007479258],"genre_scores_gemma":[0.9988869,0.0001159546,0.00001749499,0.00005284168,0.00004101241,0.000004565765,0.0006094289,0.000001003869,0.0002708944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008744693,"threshold_uncertainty_score":0.01738757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601675098577867,"score_gpt":0.2862925943710301,"score_spread":0.2702758433852514,"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."}}