{"id":"W4408147835","doi":"10.1016/j.avsg.2025.01.036","title":"Engineering Approach to Study the Effect of TEVAR on the Cardiovascular System: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Annals of Vascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero della Salute; Ministry of Health","keywords":"Medicine; Abdominal surgery; General surgery; Internal medicine; Surgery; Intensive care medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00681235,0.001352923,0.005787069,0.01244903,0.0005566337,0.002402987,0.001508239,0.001586025,0.00378993],"category_scores_gemma":[0.03109491,0.0006838607,0.005690133,0.01015824,0.0007470936,0.001940283,0.001052519,0.0009026027,0.0003004158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705782,"about_ca_system_score_gemma":0.006969865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722126,"about_ca_topic_score_gemma":0.009794082,"domain_scores_codex":[0.9940509,0.001635123,0.002535,0.0004700794,0.001166783,0.0001422096],"domain_scores_gemma":[0.9564046,0.03402131,0.005812887,0.000664642,0.002824913,0.0002717352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001519231,0.00002420723,0.002051235,0.9417158,0.01196826,0.0001153817,0.0001271375,0.0001314507,0.0001737039,0.0002368629,0.0008534432,0.04245063],"study_design_scores_gemma":[0.0001682446,0.0002823288,0.009736007,0.871235,0.09628089,0.0007650995,0.0003083643,0.0001653353,0.0002467396,0.0004933688,0.02027551,0.00004325723],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008309127,0.9983381,0.0001789009,0.0001411893,0.00007320614,0.0001116407,0.0001650299,0.000004255874,0.0001567996],"genre_scores_gemma":[0.01574249,0.9826801,0.0006136229,0.0003565243,0.0001250258,0.0002461882,0.0001702735,0.000004597988,0.00006112395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01244903,"threshold_uncertainty_score":0.03602755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0836693774818702,"score_gpt":0.3243368069287307,"score_spread":0.2406674294468605,"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."}}