{"id":"W3049028410","doi":"10.1002/alz.12161","title":"Relationships between memory decline and the use of metformin or DPP4 inhibitors in people with type 2 diabetes with normal cognition or Alzheimer's disease, and the role <i>APOE</i> carrier status","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Health Sciences Centre; University of Ottawa; Toronto Dementia Research Alliance; University of Toronto; Institute for Clinical Evaluative Sciences; Heart and Stroke Foundation; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre","funders":"National Institute on Aging; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Wechsler Memory Scale; Dementia; Cognitive decline; Type 2 diabetes; Apolipoprotein E; Diabetes mellitus; Disease; Alzheimer's disease; Medicine; Cognition; Episodic memory; Metformin; Wechsler Adult Intelligence Scale; Psychology; Psychiatry; Internal medicine; 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":[0.0003711521,0.000225196,0.0004177959,0.00006795991,0.0001381397,0.00005593624,0.00006928237,0.00004274445,0.00005516998],"category_scores_gemma":[0.0001201155,0.000100019,0.00003943073,0.000418779,0.0003915794,0.0003088792,0.0001375783,0.0001716649,0.00000272676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004700396,"about_ca_system_score_gemma":0.0001208126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002081618,"about_ca_topic_score_gemma":0.0008467964,"domain_scores_codex":[0.9985854,0.000167295,0.0003348118,0.0002728973,0.0003536125,0.0002860036],"domain_scores_gemma":[0.9987701,0.0005182435,0.000168459,0.0002219478,0.0001107147,0.0002105104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01033266,0.0001035909,0.9514142,0.00003503147,0.01629148,0.00001341785,0.001886164,0.00002797184,0.00001082947,0.0001507856,0.000501226,0.01923261],"study_design_scores_gemma":[0.04592511,0.002165934,0.7128052,0.0002871953,0.2156759,0.000004311512,0.002728813,0.001676278,0.004107127,0.0001833775,0.01387322,0.0005675713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558363,0.03937978,0.00001639377,0.002199111,0.00003128965,0.002100975,0.00006051275,0.00003520271,0.0003404394],"genre_scores_gemma":[0.9977731,0.0004510716,0.0007281473,0.0006217803,0.00006321081,0.0001376415,0.0001784974,0.00003131447,0.00001529707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238609,"threshold_uncertainty_score":0.4078656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787480293801679,"score_gpt":0.2411757358441986,"score_spread":0.2033009329061818,"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."}}