{"id":"W4413022347","doi":"10.1002/ccd.70070","title":"The Utilization of Superficial Femoral Artery Access for Transcatheter Aortic Valve Replacement and Peripheral Vascular Interventions: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Catheterization and Cardiovascular Interventions","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital","funders":"","keywords":"Medicine; Observational study; Randomized controlled trial; Femoral artery; Meta-analysis; Cardiology; Odds ratio; Internal medicine; Valve replacement; Clinical endpoint; Surgery; Stenosis","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":[0.009633834,0.002074824,0.01485682,0.006179889,0.0006200496,0.002818533,0.00165571,0.001804117,0.003183281],"category_scores_gemma":[0.02313495,0.001264966,0.03115173,0.00793203,0.0006062129,0.001529609,0.001241696,0.001542365,0.000284617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209059,"about_ca_system_score_gemma":0.003292369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006928001,"about_ca_topic_score_gemma":0.01604834,"domain_scores_codex":[0.9932573,0.002610775,0.002244526,0.0007649494,0.0008696665,0.0002528483],"domain_scores_gemma":[0.9846955,0.01084677,0.002575359,0.000411698,0.001264669,0.0002060076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001563396,0.00002696363,0.005310009,0.4903342,0.4877374,0.000150794,0.00009643615,0.0004161179,0.0001993781,0.0001340667,0.0007306511,0.01330061],"study_design_scores_gemma":[0.0003626694,0.0001455003,0.004750993,0.03179777,0.9606006,0.0001241311,0.00004309398,0.0001536767,0.0001023126,0.0001603046,0.001735426,0.0000234342],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00449142,0.9940578,0.0003354581,0.0001315657,0.00008670887,0.0001961419,0.0004632963,0.0000150995,0.0002224842],"genre_scores_gemma":[0.1218935,0.8739537,0.001339194,0.0007260488,0.0001980626,0.0008414951,0.0007584258,0.00002018882,0.0002693194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01485682,"threshold_uncertainty_score":0.05094922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119977144508986,"score_gpt":0.3968876352602059,"score_spread":0.2769104907512199,"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."}}