{"id":"W4282930697","doi":"10.4244/eij-d-22-00289","title":"Haemodynamic performance and clinical outcomes of transcatheter aortic valve replacement with the self-expanding ACURATE neo2","year":2022,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"Division of Cardiothoracic Surgery, University of Colorado School of Medicine, Anschutz Medical Campus; Erasmus Universitair Medisch Centrum Rotterdam; Abbott Vascular; Humanitas Research Hospital; Medizinische Universität Graz; Gentofte Hospital; MicroPort; GlaxoSmithKline; Inselspital, Universitätsspital Bern; Karl-Franzens-Universität Graz; Symetis; Daiichi Sankyo Europe; University of Bern; Bayer HealthCare; Boston Scientific Corporation; King's College London; Rigshospitalet; Università di Catania; Edwards Lifesciences; Amgen; Università degli Studi di Brescia; Pfizer","keywords":"Medicine; Hemodynamics; Cardiology; Internal medicine; Valve replacement; Aortic valve; Stenosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871717,0.00009265752,0.0002066895,0.00003822817,0.0001081165,0.000009380157,0.00003987181,0.000009935544,0.00007962201],"category_scores_gemma":[0.000006197307,0.00005670772,0.001119442,0.0000672605,0.00003538339,0.0000439987,0.00004511221,0.000106281,0.000002754323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004412815,"about_ca_system_score_gemma":0.00001756801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001226583,"about_ca_topic_score_gemma":0.000001814029,"domain_scores_codex":[0.9991427,0.0001051568,0.000260694,0.0001791716,0.00020615,0.000106111],"domain_scores_gemma":[0.9995611,0.00003594844,0.0001315002,0.0002029214,0.00002401388,0.0000445736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004416506,0.0004474586,0.9949375,0.00007840691,0.001532579,0.000001995146,0.0001640203,0.00001087628,0.00001412156,0.00001231276,0.00005198671,0.002307089],"study_design_scores_gemma":[0.002203028,0.002117384,0.9927233,0.00005686925,0.001593271,0.00003040842,0.0002065913,0.000920325,0.00001279027,0.00000602096,0.00007570977,0.00005425789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987442,0.0001437758,0.0001089371,0.0003119833,0.0001092584,0.0003836687,0.00001648501,0.00002556004,0.0001560769],"genre_scores_gemma":[0.9993671,0.00005073947,0.00003840918,0.00007820949,0.00001232543,0.00001571486,0.00003001094,0.00001437586,0.0003930803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002252831,"threshold_uncertainty_score":0.2312474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091345692722811,"score_gpt":0.3516124143103247,"score_spread":0.3306989573830966,"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."}}