{"id":"W4286763658","doi":"10.15420/icr.2021.19","title":"Transcatheter Aortic Valve Implantation for Severe Pure Aortic Regurgitation with Dedicated Devices","year":2022,"lang":"en","type":"review","venue":"Interventional Cardiology Reviews Research Resources","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Regurgitation (circulation); Cardiology; Internal medicine; Aortic valve; valvular heart disease; Prosthesis; Surgery","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":[0.0005949725,0.0006657788,0.001247867,0.002231345,0.0001873791,0.0008523437,0.0005991488,0.0006280985,0.005573828],"category_scores_gemma":[0.0009246239,0.0001683648,0.0008770696,0.001661528,0.0002481068,0.0007820071,0.0005371023,0.001000883,0.002121647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096174,"about_ca_system_score_gemma":0.0007479232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005629535,"about_ca_topic_score_gemma":0.001219787,"domain_scores_codex":[0.9997967,0.00003553344,0.00004054989,0.00003541111,0.00007360874,0.0000182135],"domain_scores_gemma":[0.9995947,0.000232177,0.0000638323,0.00001188878,0.00007566319,0.0000216833],"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":[0.00008457697,0.00005725974,0.0001495683,0.02678225,0.0001714904,0.0001250179,0.00002701933,0.0001318524,0.0008708042,0.001043234,0.01972486,0.9508321],"study_design_scores_gemma":[0.00006958185,0.0002158298,0.002043047,0.02134868,0.000662691,0.002926026,0.00005260454,0.0001223688,0.000617845,0.00131845,0.9705955,0.00002715217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009454106,0.9989729,0.00005658851,0.0001158676,0.000122414,0.000004193588,0.00001486881,0.000004762783,0.0006139429],"genre_scores_gemma":[0.0005509832,0.9987729,0.00009946094,0.0001261694,0.0001047906,0.000004269531,0.00003051627,0.000001259067,0.0003095965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005573828,"threshold_uncertainty_score":0.01864636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712307113688993,"score_gpt":0.493668812906964,"score_spread":0.3224381015380647,"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."}}