{"id":"W4413194987","doi":"10.1016/j.iccl.2025.07.001","title":"Upper Extremity Vascular Access","year":2025,"lang":"en","type":"review","venue":"Interventional Cardiology Clinics","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Vascular access; Vascular closure device; Cardiology; Internal medicine; Percutaneous","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":[0.0004429521,0.0009971866,0.001593272,0.004093243,0.0004333315,0.001556303,0.0005525018,0.00101697,0.02546809],"category_scores_gemma":[0.00207871,0.000271068,0.0007317304,0.003659337,0.000519677,0.001481123,0.001022914,0.001619366,0.007292169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361133,"about_ca_system_score_gemma":0.001739027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145181,"about_ca_topic_score_gemma":0.00373119,"domain_scores_codex":[0.9996709,0.00005111528,0.00007511002,0.00006903047,0.0000920434,0.00004189486],"domain_scores_gemma":[0.9992772,0.0003083498,0.0001795783,0.00002332619,0.0001332522,0.00007821932],"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":[0.00005407144,0.00005658571,0.0002106812,0.02015051,0.0001031553,0.0001633738,0.00002621375,0.0001026282,0.0004581909,0.0009148937,0.054058,0.9237017],"study_design_scores_gemma":[0.00008671467,0.0001724956,0.002589806,0.03656831,0.0007211438,0.00375614,0.00006880228,0.0001055981,0.0002919801,0.001267246,0.9543402,0.00003152889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001532653,0.9938468,0.0001694952,0.000265472,0.00061136,0.00001174285,0.00005647381,0.00002085929,0.004864486],"genre_scores_gemma":[0.001221064,0.9947285,0.000263462,0.0007215501,0.000803566,0.00001279475,0.0001248769,0.000004881756,0.00211931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02546809,"threshold_uncertainty_score":0.08519924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11259174720473,"score_gpt":0.4714358225078072,"score_spread":0.3588440753030772,"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."}}