{"id":"W3199730204","doi":"10.1016/j.semarthrit.2021.09.003","title":"Allopurinol adherence, persistence and patterns of use in individuals with diabetes and gout: A retrospective, population-based cohort analysis","year":2021,"lang":"en","type":"article","venue":"Seminars in Arthritis and Rheumatism","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Department of Medicine, University of Toronto; Ontario Ministry of Health and Long-Term Care; Diabetes Canada; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Gout; Allopurinol; Internal medicine; Cohort; Proportional hazards model; Retrospective cohort study; Population; Persistence (discontinuity); Medical prescription; Cohort study; Diabetes mellitus; Hyperuricemia; Physical therapy; Pediatrics; Uric acid; Endocrinology; Pharmacology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009813649,0.0004344695,0.0006092849,0.001065805,0.001016662,0.001231019,0.0005990698,0.0009745093,0.00156574],"category_scores_gemma":[0.001767533,0.0008860442,0.001503403,0.001847995,0.0004468869,0.001014658,0.0008015625,0.001169193,0.0003224113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923257,"about_ca_system_score_gemma":0.0005046098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175515,"about_ca_topic_score_gemma":0.01795176,"domain_scores_codex":[0.9991496,0.0001884414,0.0001009761,0.0002905796,0.0001189374,0.0001514507],"domain_scores_gemma":[0.9986936,0.0001727679,0.0004743653,0.0002765142,0.0001585079,0.0002242973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867626,0.00005713291,0.9989496,0.000005734556,0.0001850266,0.00005457356,0.00006945596,0.00001891136,0.0001199682,0.00000915388,0.00004113265,0.0003027295],"study_design_scores_gemma":[0.00001607629,0.0001397747,0.9990239,0.0000040653,0.0001148011,0.0002076148,0.0002488072,0.0001285047,0.00002444468,0.00001243893,0.00007370984,0.000005898713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991186,0.000181486,0.00007117995,0.00001779137,0.000005035747,0.00000948751,0.0004170442,0.000003233022,0.0001761897],"genre_scores_gemma":[0.9992778,0.00009546019,0.00007921509,0.00002225231,0.000006824871,0.00001021913,0.0003455603,0.000002626073,0.0001600592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0175515,"threshold_uncertainty_score":0.0348987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008956741944435378,"score_gpt":0.2207686478438305,"score_spread":0.2118119058993951,"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."}}