{"id":"W2915447319","doi":"10.1111/hdi.12739","title":"Medication regimen complexity and medication adherence in elderly patients with chronic kidney disease","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypharmacy; Comorbidity; Kidney disease; Hemodialysis; Internal medicine; Logistic regression; Medication adherence; Renal function; Regimen; Dialysis; Physical therapy; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543276,0.0001735223,0.0003687548,0.000619864,0.0003560661,0.0005260357,0.0001587219,0.0003008342,0.001430513],"category_scores_gemma":[0.00387504,0.0001260654,0.0004403052,0.0008765123,0.0001588637,0.000335754,0.0004200764,0.000383041,0.00009997388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751917,"about_ca_system_score_gemma":0.0004062194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00395911,"about_ca_topic_score_gemma":0.005967197,"domain_scores_codex":[0.999206,0.0002176723,0.0001625769,0.00007602862,0.0002665883,0.00007108984],"domain_scores_gemma":[0.9971828,0.0005465614,0.001730116,0.0000656265,0.0002344693,0.0002404809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003178789,0.00002676255,0.9977226,0.00001866373,0.00005635847,0.00002506689,0.00004181262,0.00002858217,0.00005680899,0.000005555272,0.00003965854,0.00194635],"study_design_scores_gemma":[0.000001821481,0.00003665408,0.9996374,0.000008784311,0.00001411773,0.00007813789,0.00003750402,0.0001044135,0.000009983885,0.00001176669,0.00005779864,0.000001582275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979941,0.000952242,0.00009079328,0.0001265179,0.000008287767,0.0000118312,0.0002136651,0.000002370754,0.0006002305],"genre_scores_gemma":[0.9992256,0.0002872878,0.0001726576,0.00004782312,0.00002022602,0.000007882298,0.0001616339,6.160824e-7,0.00007623311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00395911,"threshold_uncertainty_score":0.007872164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282660745594098,"score_gpt":0.2858429236638059,"score_spread":0.2630163162078649,"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."}}