{"id":"W3096653264","doi":"10.1016/j.jvir.2020.07.023","title":"Endovascular Venous Outflow Redirection in Failing Arteriovenous Hemodialysis Access Using a Combination of Covered and Interwoven Nitinol Stents","year":2020,"lang":"en","type":"letter","venue":"Journal of Vascular and Interventional Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Hemodialysis; Outflow; Stenosis; Percutaneous; Hemodialysis access; Stent; Radiology; Occlusion; Vascular access; Angioplasty; Catheter; 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":[0.0009821412,0.000594086,0.0007226942,0.0009062224,0.002417233,0.00114523,0.001056029,0.01364097,0.00166826],"category_scores_gemma":[0.006200514,0.0004379122,0.001334187,0.0005751695,0.001290031,0.001041765,0.0005947619,0.005817356,0.0005179262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002574054,"about_ca_system_score_gemma":0.001657707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469686,"about_ca_topic_score_gemma":0.007323347,"domain_scores_codex":[0.9990624,0.0002165918,0.0001534923,0.0001302158,0.0001976225,0.0002397512],"domain_scores_gemma":[0.9973465,0.001689875,0.0002058073,0.00009107238,0.0001742091,0.0004925453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001664782,0.0001641409,0.008174274,0.00005014912,0.00002853076,0.9682091,0.0004289394,0.000297366,0.0009740107,0.001736505,0.01504376,0.004726821],"study_design_scores_gemma":[0.0001434682,0.000506483,0.009656384,0.0001470757,0.00009284513,0.9574543,0.0007549926,0.004660406,0.001545961,0.003110218,0.02187349,0.00005439844],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5007929,0.004388188,0.006002142,0.4208483,0.01219559,0.0001845056,0.0002063176,0.0003072796,0.0550748],"genre_scores_gemma":[0.8616761,0.00147153,0.004826698,0.101927,0.01649044,0.00005503896,0.0000817326,0.0000713566,0.01340008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364097,"threshold_uncertainty_score":0.01867616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627032438666667,"score_gpt":0.3538856189095766,"score_spread":0.2911823750429099,"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."}}