{"id":"W2981780637","doi":"10.1177/154733251803000107","title":"Determinants of Cognitive Function in Individuals with Type 2 Diabetes Mellitus: A Meta-Analysis","year":2018,"lang":"en","type":"article","venue":"Annals of Clinical Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; Lunenfeld-Tanenbaum Research Institute; Eli Lilly (Canada); Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Glycemic; Cognition; Trail Making Test; Type 2 Diabetes Mellitus; Body mass index; Psychology; Digit symbol substitution test; Working memory; Verbal memory; Verbal learning; Audiology; Medicine; Diabetes mellitus; Clinical psychology; Internal medicine; Psychiatry; Neuropsychology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002349644,0.0001494928,0.001457827,0.0003955267,0.00002399159,0.000007163176,0.0001042,0.0001291652,0.001209592],"category_scores_gemma":[0.0007506753,0.00009929216,0.0007941235,0.001222412,0.0004541578,0.00009424699,0.00004383783,0.0002181523,0.00003592697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001430682,"about_ca_system_score_gemma":0.0002233895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002520685,"about_ca_topic_score_gemma":0.0001699398,"domain_scores_codex":[0.9973493,0.0003094957,0.001129339,0.0003568153,0.0005654528,0.0002896252],"domain_scores_gemma":[0.9974555,0.0006156694,0.0004635195,0.0002742702,0.001041656,0.0001494033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224339,0.001426899,0.9504206,0.00007531765,0.04156053,0.000001654282,0.00004238747,1.384532e-7,0.000005467183,0.00002255856,0.0003482327,0.004871938],"study_design_scores_gemma":[0.001524913,0.008012859,0.9286557,0.0001029996,0.05939858,4.303689e-7,0.0001848708,0.00002369445,0.001114484,0.000760085,0.0001278816,0.00009346451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945157,0.002003494,0.00003613129,0.0006924793,0.000116648,0.0003673275,0.00003344879,0.000008569057,0.002226242],"genre_scores_gemma":[0.9974683,0.0002110957,0.0003839108,0.001570166,0.0001241285,0.00001819949,0.00002504351,0.0000123961,0.0001867877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217648,"threshold_uncertainty_score":0.9997035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820331601665278,"score_gpt":0.4840724135212474,"score_spread":0.3020392533547195,"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."}}