{"id":"W4402428798","doi":"10.1177/11297298241276560","title":"Association of neutrophil-to-lymphocyte ratio and hemodialysis access failure in patients with end stage renal disease: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Observational study; Hemodialysis; Internal medicine; End stage renal disease; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01072865,0.002656505,0.01870901,0.006810466,0.0006388257,0.003211834,0.001924935,0.002306437,0.00217849],"category_scores_gemma":[0.02490555,0.001504502,0.03708756,0.008019899,0.0006484246,0.00159045,0.001420713,0.001647251,0.0002091424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002328403,"about_ca_system_score_gemma":0.003583759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00762682,"about_ca_topic_score_gemma":0.01676136,"domain_scores_codex":[0.992865,0.003221301,0.002125871,0.0007425516,0.0008055642,0.0002397442],"domain_scores_gemma":[0.9873562,0.00918997,0.001860555,0.0003632505,0.001063053,0.0001669784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001150794,0.00002430003,0.003608639,0.4331771,0.5518273,0.0001226765,0.0000821488,0.0004777646,0.0002415388,0.0001036134,0.0004201368,0.008763877],"study_design_scores_gemma":[0.0002467499,0.0001500856,0.003082529,0.02249373,0.9724743,0.00009027902,0.00003987586,0.000149943,0.00008886751,0.0001088314,0.001054314,0.00002045532],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003754315,0.9950271,0.00038986,0.0001218159,0.0001087009,0.0001977142,0.0002632814,0.00001620314,0.0001209023],"genre_scores_gemma":[0.1140692,0.8810598,0.002077041,0.0006494646,0.0002282587,0.001072479,0.0005513128,0.00002100718,0.0002713937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01870901,"threshold_uncertainty_score":0.05673915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05831428835132945,"score_gpt":0.384774742499908,"score_spread":0.3264604541485785,"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."}}