{"id":"W2606759177","doi":"10.1161/circoutcomes.116.003514","title":"Treatment Deintensification Is Uncommon in Adults With Type 2 Diabetes Mellitus","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alliance for Canadian Health Outcomes Research in Diabetes","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Glycemic; Metformin; Diabetes mellitus; Discontinuation; Internal medicine; Retrospective cohort study; Type 2 Diabetes Mellitus; Type 2 diabetes; Cohort; Endocrinology","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":[0.0009957568,0.0001763048,0.0004007795,0.000740615,0.0008515283,0.0008078684,0.000370509,0.0006564526,0.003170693],"category_scores_gemma":[0.006944483,0.0002229293,0.0003864331,0.001457638,0.0004052998,0.0007302448,0.0007144694,0.001301637,0.0003422681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004145664,"about_ca_system_score_gemma":0.0004763411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369173,"about_ca_topic_score_gemma":0.005541957,"domain_scores_codex":[0.9984726,0.0003137364,0.000280961,0.0003848724,0.0003151122,0.000232749],"domain_scores_gemma":[0.9919714,0.001263872,0.005362957,0.0003985995,0.0003670644,0.0006360654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110931,0.00005157935,0.9882061,0.00004333838,0.00004227312,0.0005386653,0.0001163363,0.00001877724,0.0001074328,0.0001335236,0.00124248,0.00938835],"study_design_scores_gemma":[0.00001838431,0.00008156888,0.985039,0.0001702389,0.00007893609,0.008366867,0.0007480995,0.000259371,0.0001076113,0.0004020384,0.004714743,0.0000130875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819826,0.006679986,0.0005334474,0.001701978,0.0002200267,0.00004692335,0.001113878,0.00003208533,0.007689101],"genre_scores_gemma":[0.9962258,0.001496069,0.0002167552,0.0009605548,0.0001889469,0.00001963468,0.0005636289,0.000007567737,0.0003209721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00369173,"threshold_uncertainty_score":0.01060706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012309001472828,"score_gpt":0.3056344755884695,"score_spread":0.2555113855737412,"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."}}