{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000383708,0.0009103304,0.002915174,0.0002962127,0.0003942743,0.000129468,0.001610615,0.0004992323,0.003971739],"category_scores_gemma":[0.0007511262,0.0007499948,0.001570801,0.0009891492,0.00009416922,0.001832144,0.0007420487,0.001424155,0.002088271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744165,"about_ca_system_score_gemma":0.02109654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340266,"about_ca_topic_score_gemma":0.0001129638,"domain_scores_codex":[0.9938849,0.0005758983,0.002153233,0.001406942,0.0006435651,0.001335497],"domain_scores_gemma":[0.9945081,0.0003413593,0.0009535652,0.001432995,0.0001558941,0.002608121],"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":[0.00002124097,0.00006087833,0.0000387429,0.03199479,0.0001480292,0.0000659525,0.000211341,0.00002100899,1.945763e-8,0.0001004803,0.09596779,0.8713697],"study_design_scores_gemma":[0.000965317,0.00003065953,0.000003481202,0.05194024,0.001484831,6.279793e-7,0.00007588445,0.00008491836,4.444605e-8,0.0006722171,0.9440179,0.0007239028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.761549e-7,0.9901298,0.0003308323,0.002499904,0.002857544,0.002801114,0.0007990556,0.0001365244,0.0004449037],"genre_scores_gemma":[4.640974e-7,0.9834495,0.0001448627,0.009138349,0.003311706,0.0005480942,0.001446147,0.000175615,0.001785272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8706458,"threshold_uncertainty_score":0.9994951,"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."}}