{"id":"W3032844214","doi":"10.1161/circulationaha.119.044559","title":"Impact of Transcatheter Aortic Valve Durability on Life Expectancy in Low-Risk Patients With Severe Aortic Stenosis","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Valve replacement; Stenosis; Life expectancy; Aortic valve replacement; Cardiology; Internal medicine; Aortic valve; Surgery; Durability; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003902965,0.0003316528,0.0003969928,0.0003691423,0.0001995127,0.000689611,0.0003521573,0.0004503179,0.001681462],"category_scores_gemma":[0.01150234,0.000140337,0.00118338,0.0002104382,0.000306801,0.0003572367,0.0005080032,0.0007211874,0.0001127248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567605,"about_ca_system_score_gemma":0.0005428412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635504,"about_ca_topic_score_gemma":0.001142541,"domain_scores_codex":[0.9989697,0.0006302092,0.00005594478,0.0001126045,0.0001045245,0.0001270282],"domain_scores_gemma":[0.9896685,0.00787942,0.001303242,0.000274401,0.0002615316,0.000612917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008080642,0.001159338,0.7405063,0.0002091302,0.001234211,0.0004848054,0.0001412339,0.2246627,0.002149691,0.001234607,0.0004063888,0.01973089],"study_design_scores_gemma":[0.0009893803,0.01238205,0.5305774,0.0001357367,0.001095293,0.0009339309,0.0002216464,0.4445461,0.003224881,0.004892298,0.000930895,0.00007043802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979463,0.0002558848,0.00114467,0.0001396122,0.000007420262,0.00001388908,0.000123946,0.000006307755,0.0003619853],"genre_scores_gemma":[0.9997299,0.00003666069,0.0001169218,0.000017747,0.000001911944,0.000005537988,0.00006197898,4.984093e-7,0.00002879787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003902965,"threshold_uncertainty_score":0.02064115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310097500833801,"score_gpt":0.2850526457658085,"score_spread":0.2719516707574705,"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."}}