{"id":"W2433335144","doi":"10.1177/1060028016653609","title":"Medication Adherence Affects Risk of New Diabetes Complications","year":2016,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Hazard ratio; Glycemic; Retrospective cohort study; Cohort; Proportional hazards model; Internal medicine; Confounding; Cohort study; Complication; Polypharmacy; Emergency medicine; Surgery; Confidence interval; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001603299,0.0002129779,0.0002641442,0.0006210248,0.0002304705,0.0005808743,0.0002773704,0.0004094675,0.001651024],"category_scores_gemma":[0.009042359,0.0001788667,0.0005967012,0.0008530083,0.0002177007,0.0002713525,0.0004159838,0.0006732662,0.000139008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311494,"about_ca_system_score_gemma":0.000299714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00290659,"about_ca_topic_score_gemma":0.002491286,"domain_scores_codex":[0.9984331,0.0007099364,0.0001674986,0.0002077237,0.0003183907,0.000163366],"domain_scores_gemma":[0.9913723,0.002517141,0.004758187,0.0003410893,0.0004733525,0.0005379646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039983,0.00004373383,0.9962736,0.00001659155,0.0001271519,0.00002753262,0.00002446633,0.00005685561,0.00005720337,0.00001659818,0.00005621419,0.003196002],"study_design_scores_gemma":[0.000004435994,0.00007691608,0.9994671,0.00001213077,0.00004961872,0.000081085,0.0000127431,0.0001584059,0.00002541583,0.00003084974,0.00007957903,0.000001714398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954857,0.001820686,0.0003203647,0.0002194943,0.00001991894,0.00001943541,0.0003946151,0.000009676603,0.001710073],"genre_scores_gemma":[0.9992259,0.0003318643,0.0001389202,0.00004049182,0.00002219374,0.000007307483,0.0001213382,0.000001710999,0.0001103067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00290659,"threshold_uncertainty_score":0.008479178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226839678534954,"score_gpt":0.420968935080738,"score_spread":0.2982849672272426,"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."}}