{"id":"W4400378268","doi":"10.1093/ndt/gfae154","title":"Prescribing patterns and medication costs in patients on maintenance haemodialysis and peritoneal dialysis","year":2024,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada; Government of Alberta; Alberta Health Services","keywords":"Medicine; Pill; Polypharmacy; Interquartile range; Cohort; Hemodialysis; Peritoneal dialysis; Dialysis; Population; Internal medicine; Cohort study; Emergency medicine; Pharmacology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002732844,0.0001639157,0.0003352769,0.0003960415,0.00006477757,0.00003489174,0.00005714129,0.0001487755,0.0001251137],"category_scores_gemma":[0.00005090616,0.0001455989,0.0000586178,0.0003302002,0.0001144362,0.0001547278,0.000008694944,0.000223789,0.00004867004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007301605,"about_ca_system_score_gemma":0.0000432041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002288629,"about_ca_topic_score_gemma":0.0002236671,"domain_scores_codex":[0.998515,0.0001209215,0.0003647367,0.000502438,0.0002831559,0.0002137243],"domain_scores_gemma":[0.9993896,0.0001849745,0.0000664262,0.0001854034,0.00005262361,0.0001209754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007377315,0.0001997959,0.8751627,0.000418504,0.0002454574,0.0000712197,0.002680005,0.00002108703,0.001929936,0.0005527495,0.0003288349,0.117652],"study_design_scores_gemma":[0.00186567,0.0002161843,0.9906303,0.0003499589,0.0006077321,0.00001768596,0.0000831074,0.005267031,0.0003876763,0.00009783971,0.0003381642,0.0001386113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993914,0.0002097073,0.002425965,0.002573432,0.0001111468,0.0003457314,0.00002997666,0.0000639174,0.0003260965],"genre_scores_gemma":[0.9950513,0.002618023,0.0001618408,0.001383956,0.00008570998,0.0001199947,0.000466404,0.00001478597,0.0000979635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175134,"threshold_uncertainty_score":0.5937349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152315680482137,"score_gpt":0.2663360176141333,"score_spread":0.2511044495659197,"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."}}