{"id":"W2957509960","doi":"10.3389/fnagi.2019.00180","title":"Prevalence, Influence Factors and Cognitive Characteristics of Mild Cognitive Impairment in Type 2 Diabetes Mellitus","year":2019,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Boston Naming Test; Wechsler Adult Intelligence Scale; Montreal Cognitive Assessment; Memory span; Verbal learning; Type 2 Diabetes Mellitus; Logistic regression; Medicine; Verbal fluency test; Trail Making Test; Risk factor; Cognition; Neuropsychology; Wechsler Memory Scale; Dementia; Psychology; Internal medicine; Diabetes mellitus; Psychiatry; Cognitive impairment; Disease; Working memory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006025382,0.0002609864,0.0003156183,0.001154554,0.0005170324,0.0005216139,0.0003386748,0.0002938661,0.0008681456],"category_scores_gemma":[0.001558874,0.0002208246,0.0004234589,0.001353862,0.0002549138,0.0003104495,0.0003052343,0.0004137227,0.00008054555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843043,"about_ca_system_score_gemma":0.0003727624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219426,"about_ca_topic_score_gemma":0.01059168,"domain_scores_codex":[0.9995953,0.00008225566,0.00006303484,0.00009627068,0.00009468979,0.00006833277],"domain_scores_gemma":[0.9990904,0.0001144611,0.0004308743,0.00004688804,0.0000925249,0.0002248144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002245698,0.00001590241,0.9991974,0.000004880696,0.00001713896,0.00004188329,0.00002612669,0.000009794725,0.0000315934,0.00000421503,0.00001914938,0.000609362],"study_design_scores_gemma":[0.000001969948,0.00002159897,0.9997135,0.000002377141,0.00001115796,0.0001015214,0.00004784515,0.00005529925,0.000007028024,0.000008234713,0.00002841536,0.000001163898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992125,0.0003354642,0.00003850129,0.00003523201,0.000005543378,0.0000085014,0.0001147458,0.000001781956,0.0002476706],"genre_scores_gemma":[0.9996409,0.00013096,0.00004089002,0.00001427009,0.00001305748,0.000004118254,0.00009981546,4.884998e-7,0.00005539061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219426,"threshold_uncertainty_score":0.02424651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297364500129695,"score_gpt":0.2824766188713786,"score_spread":0.2695029738700817,"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."}}