{"id":"W2944656850","doi":"10.1016/j.avsg.2019.02.023","title":"Endovascular Creation of Arteriovenous Fistulae for Hemodialysis Access with a 4 Fr Device: Clinical Experience from the EASE Study","year":2019,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Hemodialysis; Forearm; Arteriovenous fistula; Surgery; Catheter; Radial artery; Hemodialysis access; Adverse effect; Perforation; Wrist; Vein; Ulnar artery; Radiology; Vascular access; Artery; Internal medicine","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":[0.001932674,0.0008439027,0.0006503766,0.0008016553,0.000628135,0.0009453403,0.0004929188,0.0009472981,0.002159412],"category_scores_gemma":[0.003757827,0.0002730679,0.0007432987,0.0004590199,0.001052623,0.0007698452,0.0006605173,0.0008728927,0.0004419542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505821,"about_ca_system_score_gemma":0.0005483786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005084188,"about_ca_topic_score_gemma":0.0009982184,"domain_scores_codex":[0.9991695,0.0003623799,0.00008935593,0.0001203271,0.0001276902,0.000130821],"domain_scores_gemma":[0.9975406,0.001254375,0.0002037404,0.0002845023,0.0001129079,0.0006040265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01388262,0.06357875,0.3841532,0.0008317865,0.0007466219,0.06955291,0.009296251,0.00278828,0.05976016,0.002770581,0.005226803,0.387412],"study_design_scores_gemma":[0.005013964,0.1341783,0.555604,0.0003344192,0.0009819309,0.2186631,0.005626832,0.004576218,0.03684758,0.001630898,0.03610237,0.0004403483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947721,0.0008280368,0.001324723,0.00009640547,0.00002222992,0.00007597286,0.00006296823,0.00002032113,0.002797225],"genre_scores_gemma":[0.9924211,0.001634307,0.003801368,0.0002497076,0.0001289772,0.00006590816,0.0002021581,0.00003375988,0.001462808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002159412,"threshold_uncertainty_score":0.01022112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169378299554969,"score_gpt":0.450133260492322,"score_spread":0.280754960937353,"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."}}