{"id":"W2909378566","doi":"10.2147/dmso.s180781","title":"Different risk factors for cognitive impairment among community-dwelling elderly, with impaired fasting glucose or diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impaired fasting glucose; Medicine; Diabetes mellitus; Internal medicine; Population; Glycemic; Risk factor; Impaired glucose tolerance; Logistic regression; Montreal Cognitive Assessment; Depression (economics); Gerontology; Dementia; Type 2 diabetes; Endocrinology; Environmental health; 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":[0.0003307387,0.0003439339,0.0003191972,0.0006765646,0.0004652421,0.0004745477,0.000200884,0.0003508362,0.0007833719],"category_scores_gemma":[0.0007798236,0.0001637308,0.0003504109,0.0007097425,0.0002072897,0.0003397597,0.0002543268,0.0003498431,0.0001191123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770889,"about_ca_system_score_gemma":0.0002427378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006628058,"about_ca_topic_score_gemma":0.008437481,"domain_scores_codex":[0.9997999,0.00002981446,0.0000294113,0.00005563503,0.00003702863,0.00004820622],"domain_scores_gemma":[0.9996927,0.00002580878,0.000140084,0.00001960392,0.00004197708,0.0000799863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005628792,0.00003372755,0.9988942,0.000006523236,0.00003655829,0.00007560071,0.00004181049,0.00001129835,0.0001157815,0.000004851968,0.00002268333,0.0007007874],"study_design_scores_gemma":[0.000002742929,0.00004785124,0.9996167,0.000002662816,0.00001848017,0.0001239122,0.00008577738,0.00004426137,0.00001463891,0.00001076919,0.00003101089,0.000001149751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993777,0.0003047881,0.00002963146,0.00002253061,0.000005288905,0.000003589213,0.00007148307,0.000001384075,0.0001837565],"genre_scores_gemma":[0.9996044,0.000110737,0.00003216584,0.00002692575,0.000009276352,0.000002624893,0.0001063574,4.634625e-7,0.0001071784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006628058,"threshold_uncertainty_score":0.01317894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645999789909519,"score_gpt":0.2605765978957739,"score_spread":0.2441165999966787,"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."}}