{"id":"W4390012427","doi":"10.3389/jpps.2023.11892","title":"Therapeutic update on oral potassium exchange resin use in chronic kidney disease patients: a systematic review of randomized controlled clinical trials","year":2023,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperkalemia; Medicine; Kidney disease; Electrolyte Disorder; Aldosterone; Internal medicine; Hypokalemia; Eplerenone; Spironolactone; Urology; Pharmacology; Endocrinology; Hyponatremia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06854992,0.0008494711,0.02356267,0.001319251,0.0001107015,0.0001051608,0.0009377675,0.0002660065,0.0006222634],"category_scores_gemma":[0.0565538,0.0004036452,0.00767144,0.001936903,0.001180667,0.0003631723,0.0001311757,0.002142482,0.00008918396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704518,"about_ca_system_score_gemma":0.00504745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001017763,"about_ca_topic_score_gemma":9.387298e-7,"domain_scores_codex":[0.960909,0.02244379,0.01283037,0.0006379521,0.002401127,0.0007777373],"domain_scores_gemma":[0.9711682,0.01677246,0.009313729,0.0004402774,0.0005843832,0.00172094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.05345351,0.001611569,0.00005134341,0.8780744,0.004693994,0.0003249744,0.00001770019,0.000002875351,0.000001481981,0.00007762394,0.003428901,0.0582616],"study_design_scores_gemma":[0.2304024,0.0003717925,0.000002621169,0.5916699,0.05589608,0.00003079324,0.00000538089,0.00066607,9.833094e-7,0.00003341078,0.1205997,0.0003208256],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004809723,0.9823712,0.00001053658,0.002302586,0.001786457,0.01325374,0.00009591658,0.00003040717,0.0001010539],"genre_scores_gemma":[0.000313865,0.9942181,0.00002513102,0.004432022,0.0004037463,0.0003548253,0.00003394649,0.00006482664,0.0001535864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2864045,"threshold_uncertainty_score":0.9998416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3016762341137622,"score_gpt":0.5406054325320004,"score_spread":0.2389291984182383,"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."}}