{"id":"W4389100792","doi":"10.1016/j.heliyon.2023.e22956","title":"Cognitive decline in elderly patients with type 2 diabetes is associated with glycated albumin, ratio of Glycated Albumin to glycated hemoglobin, and concentrations of inflammatory and oxidative stress markers","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Capital Medical University","keywords":"Montreal Cognitive Assessment; Glycated hemoglobin; Internal medicine; Diabetes mellitus; Cognition; Medicine; Type 2 diabetes; Oxidative stress; Gastroenterology; Type 2 Diabetes Mellitus; Endocrinology; Psychology; Physical therapy; Cognitive impairment; Psychiatry; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244758,0.0002259024,0.0004474757,0.000416991,0.00005769646,0.00002155196,0.00006202712,0.0001092537,0.00006785309],"category_scores_gemma":[0.0005322996,0.0001832054,0.00002248629,0.00156391,0.0003115394,0.0001471429,0.00007958875,0.0001745225,0.000006680985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005560366,"about_ca_system_score_gemma":0.0002028674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005384017,"about_ca_topic_score_gemma":0.0003499432,"domain_scores_codex":[0.9981171,0.0001316764,0.0004398978,0.0003651738,0.0005422913,0.0004038141],"domain_scores_gemma":[0.9976742,0.000339563,0.000214777,0.0001305681,0.001442902,0.0001980289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004076077,0.0004116985,0.9755361,0.0003373722,0.0004181841,0.00002917237,0.001249524,0.00000267294,0.01653635,0.000003969036,0.00006859573,0.001330262],"study_design_scores_gemma":[0.008008926,0.004016714,0.8541372,0.002057419,0.0001609157,8.071182e-7,0.001556567,0.000154362,0.1297197,0.000003857179,0.00001512059,0.0001683916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976057,0.0001632457,0.00002600884,0.0002116483,0.00001889333,0.001559696,0.000222802,0.00003949059,0.000152484],"genre_scores_gemma":[0.9984892,0.0001386705,0.00004198957,0.000197459,0.000006931883,0.0000522242,0.0008391556,0.00002887424,0.0002054735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121399,"threshold_uncertainty_score":0.7470901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009948060900172131,"score_gpt":0.2673348774338332,"score_spread":0.2573868165336611,"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."}}