{"id":"W4412817074","doi":"10.1177/20543581251356182","title":"The Effect of Dialysate Bicarbonate Concentration or Oral Bicarbonate Supplementation on Outcomes in Patients on Maintenance Dialysis: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Queen's University; Impact","funders":"","keywords":"Bicarbonate; Medicine; Meta-analysis; Dialysis; Nephrology; Intensive care medicine; Internal medicine; Sodium bicarbonate; Urology; Chemistry","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":[0.01083314,0.002107599,0.0182031,0.005955804,0.0006626776,0.002700104,0.002191424,0.002124212,0.002483498],"category_scores_gemma":[0.02549347,0.001321707,0.03394674,0.007900147,0.0006863225,0.001401186,0.001264613,0.001430202,0.0002017905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227343,"about_ca_system_score_gemma":0.003333529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008260437,"about_ca_topic_score_gemma":0.01499228,"domain_scores_codex":[0.9923653,0.003266706,0.002441188,0.0008975524,0.0007432393,0.0002859512],"domain_scores_gemma":[0.9784121,0.01621518,0.003224571,0.0005665147,0.001322515,0.0002591121],"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":[0.001966895,0.00003031619,0.009292969,0.3669014,0.6115846,0.0001540178,0.00008902975,0.0005233851,0.0002267339,0.0001074758,0.0005365573,0.00858666],"study_design_scores_gemma":[0.0003859883,0.0001592464,0.005228776,0.01777345,0.9750277,0.00007943475,0.00003602977,0.0001499632,0.00009543413,0.0001033376,0.0009431406,0.00001742244],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008541486,0.9896207,0.0003598592,0.0001974694,0.0001052763,0.0002210389,0.0007083741,0.00002071094,0.0002250441],"genre_scores_gemma":[0.2671189,0.7272403,0.001988915,0.0009084948,0.0002483479,0.00100599,0.001185429,0.00002932778,0.0002742425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0182031,"threshold_uncertainty_score":0.05729181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729591351397072,"score_gpt":0.3445931150725557,"score_spread":0.317297201558585,"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."}}