{"id":"W4408949218","doi":"10.25259/ijn_470_2024","title":"High Neutrophil-to-Lymphocyte Ratio as a Predictor of All-Cause and Cardiovascular-Related Mortality in Hemodialysis Patients: A Systematic Review and Meta-Analysis of Cohort Studies","year":2025,"lang":"en","type":"review","venue":"Indian Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Neutrophil to lymphocyte ratio; Hemodialysis; Cohort study; Cohort; Lymphocyte; Internal medicine; Intensive care medicine; Immunology","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":[0.01649289,0.002599581,0.01932609,0.008381709,0.0007841438,0.003456346,0.002211157,0.002245833,0.002676046],"category_scores_gemma":[0.03774438,0.001445254,0.03782992,0.008517607,0.000845179,0.001683817,0.001645287,0.001674226,0.0002463759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002538405,"about_ca_system_score_gemma":0.004893649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065966,"about_ca_topic_score_gemma":0.01772791,"domain_scores_codex":[0.9884025,0.004874224,0.003908913,0.001261379,0.001222092,0.0003308229],"domain_scores_gemma":[0.9730219,0.02018952,0.003916049,0.000789274,0.001817855,0.0002653492],"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":[0.0008794238,0.00002779014,0.006336968,0.4670445,0.5153357,0.0001350788,0.0001129834,0.0004342978,0.0001844828,0.0001221555,0.0004650324,0.008921757],"study_design_scores_gemma":[0.0002267017,0.0001265773,0.004175593,0.03329391,0.9604099,0.0001076677,0.00004932124,0.0001470302,0.00009288011,0.0001444238,0.001201578,0.0000244385],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003676199,0.994903,0.0003809817,0.0001480582,0.00009081494,0.0002263023,0.0004361693,0.0000150419,0.0001235238],"genre_scores_gemma":[0.1334211,0.8602508,0.002654734,0.0008512918,0.0002347327,0.001339842,0.0009841035,0.00002883678,0.0002346343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01932609,"threshold_uncertainty_score":0.08722377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840413202122577,"score_gpt":0.338655223724996,"score_spread":0.2902510917037702,"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."}}