{"id":"W4295539240","doi":"10.1016/j.jacc.2022.08.412","title":"TCT-351 Management of De Novo Aortic Insufficiency in LVAD Patients: A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Fraser Health","funders":"","keywords":"Medicine; Ventricular assist device; Cardiology; Incidence (geometry); Internal medicine; Odds ratio; Regurgitation (circulation); Logistic regression; Destination therapy; Heart failure; Aortic Valve Insufficiency; 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":[0.002994036,0.001621388,0.01110566,0.002013089,0.0004366893,0.002194993,0.001467039,0.001924056,0.004673599],"category_scores_gemma":[0.008285609,0.0009800331,0.02043478,0.002898809,0.0005501718,0.001250006,0.001069594,0.002228147,0.0003750026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086451,"about_ca_system_score_gemma":0.001570826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004355534,"about_ca_topic_score_gemma":0.01507523,"domain_scores_codex":[0.9980217,0.0006252197,0.0006683694,0.000320707,0.0002429867,0.0001210785],"domain_scores_gemma":[0.9967064,0.002076044,0.0007885671,0.0001149045,0.0002251695,0.00008892985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007043538,0.0001154714,0.006115795,0.4164573,0.5381862,0.0001818282,0.0001207146,0.0005064298,0.0005732341,0.000150606,0.001507297,0.02904158],"study_design_scores_gemma":[0.002852281,0.0004898146,0.005806903,0.02219416,0.965427,0.0001140877,0.00007295268,0.0001670326,0.0001217692,0.0002017589,0.002503381,0.00004878721],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005730136,0.9930558,0.0002518664,0.0001247291,0.0001561679,0.0001055926,0.000342761,0.00001528807,0.0002177321],"genre_scores_gemma":[0.1587768,0.8367983,0.001343458,0.001397766,0.0003287304,0.0003060991,0.0005991781,0.00002160398,0.0004280267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01110566,"threshold_uncertainty_score":0.01583415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735380618247539,"score_gpt":0.2924033511848765,"score_spread":0.2550495450024011,"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."}}