{"id":"W2132782035","doi":"10.1093/ndt/gfs293","title":"Asking the question again: are cation exchange resins effective for the treatment of hyperkalemia?","year":2012,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Sulfonate; Hyperkalemia; Sodium; Medicine; Polystyrene sulfonate; Sorbitol; Potassium; Polystyrene; Inorganic chemistry; Polymer; Chemistry; Organic chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004450617,0.0003220547,0.001060916,0.0002149058,0.0002221228,0.000008470171,0.0001026142,0.0005914159,0.00001642605],"category_scores_gemma":[0.00002824349,0.0001571707,0.0006962466,0.000315716,0.0001591243,0.00005113082,0.000002921708,0.0002031568,0.0000119598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750726,"about_ca_system_score_gemma":0.00009627167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229308,"about_ca_topic_score_gemma":0.0003325442,"domain_scores_codex":[0.9982607,0.0005299079,0.000494288,0.0002888854,0.0001676322,0.0002585747],"domain_scores_gemma":[0.9972699,0.001644909,0.0005856096,0.0003514918,0.0001023438,0.00004571004],"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":[0.0003135364,0.0002678161,0.0001214177,0.006255175,0.001866317,0.000003526728,0.002542455,0.00002485031,0.00002143947,0.00006498201,0.00006317883,0.9884553],"study_design_scores_gemma":[0.002451813,0.000743388,0.004847869,0.002109551,0.08753732,0.00009620219,0.0001190795,0.0001050166,0.00004790515,0.00003797207,0.9016636,0.000240298],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000570836,0.9920411,0.002345177,0.000471465,0.0003195695,0.003949929,0.0001349729,0.00003714155,0.0001298708],"genre_scores_gemma":[0.005758763,0.9895827,0.00004630912,0.0001233215,0.0004503207,0.002073825,0.001829889,0.00003927392,0.00009559732],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988215,"threshold_uncertainty_score":0.6409237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325997185820329,"score_gpt":0.3306880722901403,"score_spread":0.297428100431937,"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."}}