{"id":"W3171915175","doi":"10.1016/j.jdiacomp.2021.107970","title":"Association of cognitive impairment with sleep quality, depression and cardiometabolic risk factors in individuals with type 2 diabetes mellitus: A cross sectional study","year":2021,"lang":"en","type":"article","venue":"Journal of Diabetes and its Complications","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"Medicine; Montreal Cognitive Assessment; Depression (economics); Cross-sectional study; Psychosocial; Odds ratio; Type 2 diabetes; Population; Type 2 Diabetes Mellitus; Anthropometry; Gerontology; Diabetes mellitus; Internal medicine; Cognition; Physical therapy; Psychiatry; Cognitive impairment; Endocrinology; Pathology","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":[0.0008422995,0.0001113853,0.0003937458,0.0002362097,0.0001075038,0.00006078719,0.00004210901,0.00004299495,0.00002359732],"category_scores_gemma":[0.0003256923,0.00007521387,0.00004736046,0.0004548243,0.00004982444,0.0001684308,0.00005374467,0.0002290899,4.658615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004658218,"about_ca_system_score_gemma":0.0001117995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001047533,"about_ca_topic_score_gemma":0.0000178053,"domain_scores_codex":[0.9983884,0.0002629634,0.0004172722,0.0001783848,0.0005674845,0.0001855611],"domain_scores_gemma":[0.9974905,0.0005252541,0.0004247113,0.00007948282,0.001356733,0.0001233348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005178325,0.001081371,0.9955465,0.00005248328,0.001007726,0.000001485667,0.0006328808,0.000009789601,0.0009214671,0.000006041859,0.000005092904,0.0006834243],"study_design_scores_gemma":[0.003609908,0.00170275,0.9891264,0.0002059183,0.0004267199,0.000004902583,0.001719733,0.00003901981,0.003026883,0.00004138918,0.00001462933,0.00008176856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976367,0.001635777,0.00001676383,0.00009568341,0.00001904993,0.0004350283,0.00006974692,0.000003987904,0.00008727745],"genre_scores_gemma":[0.9994725,0.0003021294,0.00008257122,0.00002728852,0.0000273987,0.00002034953,0.00002661691,0.000008945456,0.00003220447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006420076,"threshold_uncertainty_score":0.3067133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269628272508585,"score_gpt":0.33819941537848,"score_spread":0.3155031326533942,"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."}}