{"id":"W4376868462","doi":"10.1016/j.jcin.2023.05.018","title":"Transcatheter Treatment of Native Aortic Valve Regurgitation","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; St. Paul's Hospital","funders":"","keywords":"Regurgitation (circulation); Medicine; Internal medicine; Cardiology; Aortic valve","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":[0.0002549568,0.0001865674,0.0004247131,0.0003604223,0.0002489388,0.0004471402,0.0002560833,0.0003541736,0.001425591],"category_scores_gemma":[0.0006579412,0.0000520303,0.00056309,0.0001596917,0.0002165977,0.0001715671,0.000167522,0.0007507703,0.0003826768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908843,"about_ca_system_score_gemma":0.0002811484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562718,"about_ca_topic_score_gemma":0.0004371104,"domain_scores_codex":[0.9998522,0.00003027608,0.00001736926,0.00002185529,0.00004541898,0.00003279425],"domain_scores_gemma":[0.9998128,0.00006294245,0.00003969012,0.00001843002,0.00001863795,0.00004758201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002326007,0.001512766,0.02190119,0.001400636,0.0006867622,0.01688088,0.0002581366,0.0004980822,0.04001323,0.003269756,0.01080098,0.9004517],"study_design_scores_gemma":[0.003273034,0.02353953,0.4461731,0.0016038,0.0014525,0.3331181,0.0005442181,0.008182126,0.04187851,0.01110586,0.128963,0.0001661339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7163869,0.2004422,0.01785198,0.005845217,0.003897131,0.0001458452,0.0002598891,0.0005391251,0.05463166],"genre_scores_gemma":[0.973891,0.01604047,0.002941725,0.00101344,0.002183574,0.00002155903,0.0001582377,0.00002068956,0.003729304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425591,"threshold_uncertainty_score":0.004769087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830036683251326,"score_gpt":0.3756759964864335,"score_spread":0.3273756296539202,"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."}}