{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003091059,0.0001792066,0.0005678587,0.00008835033,0.0001619424,0.00007189235,0.00005564692,0.00006758348,0.00001148905],"category_scores_gemma":[0.00007524442,0.0001284076,0.0002630689,0.00006713795,0.00007797033,0.0001663078,0.00002540307,0.00004872353,0.00001572445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265246,"about_ca_system_score_gemma":0.00002254682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003581607,"about_ca_topic_score_gemma":0.00006274496,"domain_scores_codex":[0.9988804,0.00006743271,0.0002396993,0.000347243,0.0002784952,0.0001866564],"domain_scores_gemma":[0.9987302,0.00003955616,0.0001054453,0.0009401437,0.0001053762,0.00007929918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006838977,0.0001038807,0.9196696,0.0001280483,0.001392371,0.00001295615,0.0003725495,0.00003114893,0.00001441543,0.0004829683,0.000006920286,0.07771681],"study_design_scores_gemma":[0.004070099,0.0001341813,0.9918833,0.00009596458,0.000571818,0.000001843489,0.0001485576,0.0002834163,0.0002074097,0.0001316731,0.002321474,0.0001503067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929447,0.003089037,0.00007030486,0.001568172,0.00009072235,0.0006391332,0.000003865282,0.00003999375,0.001554139],"genre_scores_gemma":[0.9986073,0.0006814428,0.0001644388,0.0002373545,0.00003395391,0.00004177124,0.00007585032,0.00001446578,0.0001434694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0775665,"threshold_uncertainty_score":0.5236309,"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."}}