{"id":"W4409262872","doi":"10.1093/ajhp/zxaf051","title":"Deprescribing in chronic kidney disease: An essential component of comprehensive medication management","year":2025,"lang":"en","type":"article","venue":"American Journal of Health-System Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Deprescribing; Kidney disease; Intensive care medicine; Medicine; Component (thermodynamics); Disease management; Disease; Polypharmacy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007983113,0.0001580088,0.0007648589,0.0004512484,0.0000702821,0.00001125882,0.0002052649,0.00001309137,0.00003863973],"category_scores_gemma":[0.00003505701,0.000134905,0.000138413,0.0004533665,0.0001398692,0.0002182234,0.00005757624,0.0003568049,0.000003221313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140662,"about_ca_system_score_gemma":0.001020987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004141418,"about_ca_topic_score_gemma":0.00000301564,"domain_scores_codex":[0.996896,0.0006657746,0.001376922,0.0001984186,0.0005604416,0.0003024633],"domain_scores_gemma":[0.9974722,0.0001799136,0.001311497,0.0002343063,0.0001819577,0.0006200754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01185508,0.002717024,0.2979683,0.02027478,0.00181748,0.0007665671,0.001352022,0.001334003,0.009973112,0.002607534,0.004012437,0.6453217],"study_design_scores_gemma":[0.04936899,0.003636759,0.4888321,0.02210491,0.002681918,0.000476298,0.01133104,0.0781877,0.003728824,0.00007036149,0.3387995,0.000781642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376905,0.008741365,0.004607965,0.04567433,0.001297239,0.001277439,0.00002264887,0.00003400199,0.000654507],"genre_scores_gemma":[0.9947643,0.001587526,0.0005565272,0.002908053,0.0001265741,0.0000104048,0.00001776373,0.00001371632,0.00001507782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6445401,"threshold_uncertainty_score":0.5501268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07707554003826828,"score_gpt":0.4383752083485601,"score_spread":0.3612996683102918,"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."}}