{"id":"W3082299360","doi":"10.1053/j.ackd.2020.02.002","title":"Recent Advances in Arteriovenous Access Creation for Hemodialysis: New Horizons in Dialysis Vascular Access","year":2020,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Anastomosis; Hemodialysis access; Fistula; Dialysis; Vascular access; New horizons; Arteriovenous Anastomosis; 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":[0.00120999,0.0006853702,0.00147585,0.002726824,0.000267908,0.001435715,0.0008207924,0.00116798,0.00636633],"category_scores_gemma":[0.002152826,0.0002081084,0.0009056467,0.003434283,0.000452254,0.001913819,0.0008082842,0.001568706,0.001420283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007664407,"about_ca_system_score_gemma":0.002400797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817212,"about_ca_topic_score_gemma":0.00471712,"domain_scores_codex":[0.9996167,0.00006881195,0.00006720996,0.000062745,0.0001505504,0.00003400927],"domain_scores_gemma":[0.9980464,0.001209986,0.0002182567,0.00002253203,0.0003900223,0.0001129112],"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":[0.00007971329,0.00005768663,0.0002998472,0.03268288,0.0001100715,0.0000736326,0.00004817334,0.0001824744,0.0004114651,0.002398473,0.0256393,0.9380161],"study_design_scores_gemma":[0.00004831621,0.0001639273,0.002308344,0.01880317,0.0005455548,0.0008118756,0.0001677187,0.0001976881,0.0002111398,0.002469241,0.9742356,0.00003738002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004633685,0.9991432,0.00005310869,0.000256478,0.0001607398,0.000001823437,0.00001469073,0.000003421773,0.0003201914],"genre_scores_gemma":[0.0003370883,0.9989514,0.0001153773,0.0002415269,0.0002045419,0.000002253676,0.00002137663,8.308429e-7,0.000125539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00636633,"threshold_uncertainty_score":0.02129751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639406234871825,"score_gpt":0.438575564143206,"score_spread":0.3821815017944877,"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."}}