{"id":"W3082751905","doi":"10.1053/j.ackd.2020.02.003","title":"KDOQI 2019 Vascular Access Guidelines: What Is New?","year":2020,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University Health Network","funders":"","keywords":"Medicine; Arteriovenous fistula; Dialysis; Vascular access; Intensive care medicine; Kidney disease; End stage renal disease; Stenosis; End-stage kidney disease; Hemodialysis; Surgery; 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":[0.003724349,0.001071649,0.00330143,0.004262811,0.0005434318,0.002463681,0.001908199,0.002495418,0.007296479],"category_scores_gemma":[0.007908354,0.0004671877,0.002064544,0.005203996,0.0007382716,0.002832216,0.001191638,0.00343786,0.001877671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689539,"about_ca_system_score_gemma":0.01138755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228867,"about_ca_topic_score_gemma":0.02754854,"domain_scores_codex":[0.9985557,0.0003420322,0.0003410944,0.0001326007,0.0005142877,0.0001143785],"domain_scores_gemma":[0.9940735,0.002558836,0.001024438,0.00005890655,0.001904142,0.0003803154],"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":[0.0001075219,0.00006297386,0.0004514672,0.07131954,0.0004190476,0.00007488245,0.00008104626,0.0002058489,0.000171416,0.002644968,0.1663963,0.7580649],"study_design_scores_gemma":[0.0001043024,0.00008777533,0.002093019,0.1069489,0.001301192,0.0002875307,0.0001589533,0.0001775705,0.0000663106,0.001975508,0.8867546,0.00004437687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002827614,0.9965713,0.0000580331,0.002252173,0.0005548455,0.000006450096,0.00008545629,0.000007535815,0.0004360241],"genre_scores_gemma":[0.0003888586,0.9967313,0.0002379541,0.001977129,0.0003854227,0.00001194349,0.00009298745,0.000002340017,0.0001720851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01228867,"threshold_uncertainty_score":0.02443427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09456361601598727,"score_gpt":0.4816545061959199,"score_spread":0.3870908901799326,"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."}}