{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002458102,0.0005768228,0.003148692,0.0007191178,0.0004128546,0.00007386132,0.000368238,0.0003148851,0.000622307],"category_scores_gemma":[0.0005383586,0.0003861642,0.01292035,0.0007171098,0.0003540347,0.0001072519,0.0001181992,0.0008844607,0.0001318962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092691,"about_ca_system_score_gemma":0.0004115747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002098406,"about_ca_topic_score_gemma":0.000006906301,"domain_scores_codex":[0.993363,0.002568574,0.001326131,0.001021278,0.001007829,0.0007132494],"domain_scores_gemma":[0.9967545,0.001265151,0.0005962807,0.0006463937,0.0004273741,0.0003103398],"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":[0.0006098453,0.0003101769,0.001772311,0.05511786,0.01393156,0.00004375415,0.0001205953,0.000002597,2.647803e-7,0.00004907443,0.003280593,0.9247614],"study_design_scores_gemma":[0.001144406,0.001710817,0.002519226,0.01410016,0.01238825,0.0007837834,0.0001228521,0.000002452689,9.174648e-8,0.0001070971,0.9667929,0.0003279389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00156554,0.9900187,0.00009140115,0.000088375,0.0001562985,0.006570369,0.0008587576,0.00005423153,0.0005962722],"genre_scores_gemma":[0.001918465,0.9779677,0.00009681773,0.00004714933,0.0004440552,0.01020411,0.008340299,0.0001127528,0.0008686997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9635124,"threshold_uncertainty_score":0.999859,"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."}}