{"id":"W2471235653","doi":"10.1515/rrlm-2016-0023","title":"Markers of cognitive impairment in patients with type 2 diabetes","year":2016,"lang":"en","type":"article","venue":"Revista română de medicină de laborator","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitatea de Medicină şi Farmacie din Tîrgu Mureș","keywords":"Montreal Cognitive Assessment; Adiponectin; Internal medicine; Medicine; Type 2 diabetes; Vitamin D and neurology; Diabetes mellitus; Endocrinology; Leptin; Cognitive impairment; Gastroenterology; Obesity; Insulin resistance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000517395,0.0005064858,0.0006242087,0.001001203,0.000435756,0.0007729708,0.0002500063,0.0004003589,0.001389944],"category_scores_gemma":[0.001423648,0.0002035636,0.0004357275,0.001297841,0.0001672429,0.0002684365,0.0003121075,0.000665526,0.0002187804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884106,"about_ca_system_score_gemma":0.0002042771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872142,"about_ca_topic_score_gemma":0.0022379,"domain_scores_codex":[0.9997134,0.00007681488,0.00004227702,0.00005173945,0.00007278362,0.00004290136],"domain_scores_gemma":[0.9991072,0.0001573458,0.0004009331,0.00003763253,0.0001213508,0.0001754926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001948599,0.00004597292,0.9984633,0.00001250314,0.0000766451,0.00008210173,0.00001868187,0.00002711541,0.00007703657,0.000004830819,0.00005945323,0.0009376509],"study_design_scores_gemma":[0.000009350988,0.0001451938,0.999106,0.000007695068,0.00005331563,0.0003370134,0.00004810408,0.0001377231,0.00003484192,0.00001704102,0.0001008797,0.000002812333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972717,0.001431445,0.0000976064,0.00006192495,0.00002564074,0.000009667035,0.0003337679,0.000005675607,0.0007624229],"genre_scores_gemma":[0.9991304,0.0002289882,0.00008829713,0.0000430835,0.00003543081,0.000008209875,0.0003007024,0.000001180619,0.0001637151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002872142,"threshold_uncertainty_score":0.0057109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004918521028998684,"score_gpt":0.2615986566496255,"score_spread":0.2566801356206268,"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."}}