{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014351,0.0002259584,0.0003113327,0.001083079,0.0002657446,0.0005893947,0.0003299454,0.0003819604,0.002061146],"category_scores_gemma":[0.004455595,0.0001631019,0.0005711638,0.00116825,0.0001754245,0.0004219822,0.0002805138,0.0004633085,0.0001286505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799568,"about_ca_system_score_gemma":0.000270974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007399563,"about_ca_topic_score_gemma":0.01059353,"domain_scores_codex":[0.9997119,0.00007310511,0.00005840394,0.00006662488,0.00004967866,0.00004017632],"domain_scores_gemma":[0.9978759,0.0004665051,0.001245097,0.00007897544,0.0001614155,0.0001720659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000270739,0.00003885855,0.9975199,0.00002611115,0.0001476516,0.00002380079,0.00002228779,0.00002654765,0.00002536286,0.000006481047,0.00007331606,0.00181889],"study_design_scores_gemma":[0.00001444979,0.0001376606,0.9993211,0.00001639594,0.0001094379,0.0001035122,0.00004792472,0.0001106597,0.0000265522,0.00002553763,0.00008438214,0.000002418944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968172,0.001939439,0.0000333234,0.00009992441,0.0000135891,0.000006076628,0.000553443,0.000002895689,0.0005339887],"genre_scores_gemma":[0.9989765,0.0003670421,0.00005423555,0.00004113725,0.0000182666,0.000007477689,0.0003611778,7.347109e-7,0.0001735493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007399563,"threshold_uncertainty_score":0.01471299,"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."}}