{"id":"W4405733717","doi":"10.1016/j.jscai.2024.102448","title":"Inflow-to-Outflow Stent Frame Expansion, Ellipticity, and Decoupling in Evolut TAVR: Implications for Mid-term Hemodynamic Performance","year":2024,"lang":"en","type":"article","venue":"Journal of the Society for Cardiovascular Angiography & Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Sapheon; Medtronic","keywords":"Decoupling (probability); Outflow; Inflow; Term (time); Hemodynamics; Cardiology; Medicine; Frame (networking); Internal medicine; Mechanics; Computer science; Physics; Engineering; Telecommunications; Meteorology","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":[0.0006060583,0.0002142394,0.000198195,0.0006502942,0.0002134347,0.0005068364,0.0001625897,0.0002181959,0.0005148479],"category_scores_gemma":[0.00208687,0.0001174624,0.0001881869,0.0003052648,0.0003361204,0.0002941422,0.0003389589,0.0003178783,0.00008600032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122963,"about_ca_system_score_gemma":0.0001259638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000446565,"about_ca_topic_score_gemma":0.0009003142,"domain_scores_codex":[0.9998181,0.00004277096,0.00002295166,0.0000387373,0.00003785194,0.00003943531],"domain_scores_gemma":[0.9987113,0.0003171344,0.0006547332,0.00006126322,0.00007006187,0.0001856018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001761774,0.00001958115,0.9950941,0.000003518472,0.00001060138,0.0002097085,0.00004843742,0.0001340803,0.0009871805,0.00001688723,0.00001534808,0.00328458],"study_design_scores_gemma":[0.000001509595,0.00008706799,0.99883,0.000002226179,0.000006225433,0.0004710203,0.00004663748,0.0002662051,0.0002359872,0.00002216031,0.0000291804,0.000001689456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997299,0.00007635346,0.00008194906,0.000008823926,8.959715e-7,0.000001062306,0.00001295552,0.00000115913,0.00008692266],"genre_scores_gemma":[0.9998505,0.00002216056,0.00007269031,0.000003312731,0.000004205955,0.000001069319,0.00002074827,6.980619e-7,0.00002454355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006502942,"threshold_uncertainty_score":0.00320518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045559596285885,"score_gpt":0.3337393557911218,"score_spread":0.313283759828263,"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."}}