{"id":"W3204743261","doi":"10.3389/fcvm.2021.747583","title":"Transcatheter Aortic Valve Implantation: All Transfemoral? Update on Peripheral Vascular Access and Closure","year":2021,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Hôpitaux Universitaires de Genève; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Percutaneous; Peripheral; Vascular closure device; Vascular access; Aortic repair; Femoral artery; Arterial disease; Cardiology; Aortic valve; Surgery; Internal medicine; Vascular disease; Radiology; Aorta","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.000687818,0.001017242,0.006804695,0.0005760788,0.0000791179,0.00006059621,0.0002617057,0.0005323772,0.0001181048],"category_scores_gemma":[0.00005412215,0.0007538525,0.01733584,0.0006572145,0.0002260788,0.0001337431,0.00005086089,0.000751434,0.000009020567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009134,"about_ca_system_score_gemma":0.0002983768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006697795,"about_ca_topic_score_gemma":0.000001707124,"domain_scores_codex":[0.9951581,0.0005969343,0.0009801809,0.001372491,0.001237439,0.0006548506],"domain_scores_gemma":[0.9977618,0.00005884451,0.000135753,0.001422988,0.0001168294,0.0005038179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007991103,0.000189968,0.004068971,0.01327506,0.07281633,0.0006732281,0.0002207243,0.00001264985,3.811564e-8,0.00001373033,0.002578119,0.9060712],"study_design_scores_gemma":[0.006580214,0.0003041401,0.00632439,0.01950192,0.1088664,0.0004621286,0.000118451,0.000006709712,3.665507e-7,0.00003818352,0.8571019,0.0006952318],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002254876,0.993946,0.000923062,0.0001461429,0.001793144,0.002304135,0.0001538722,0.00006374557,0.000444464],"genre_scores_gemma":[0.0007972937,0.9943852,0.0002696254,0.0005075488,0.0008320276,0.0003876176,0.002578709,0.0001831634,0.00005882079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.905376,"threshold_uncertainty_score":0.9994913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271588375469519,"score_gpt":0.3582658301598854,"score_spread":0.3255499464051902,"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."}}