{"id":"W4385738466","doi":"10.1186/s12877-023-04156-x","title":"Mitochondrial dynamics-related genes DRP1 and OPA1 contributes to early diagnosis of cognitive impairment in diabetes","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Jiangsu Province; Bengbu Medical College; Jiangsu University","keywords":"Montreal Cognitive Assessment; Medicine; Internal medicine; Logistic regression; Dementia; Mitochondrial DNA; Diabetes mellitus; Cognition; Risk factor; Gene; Endocrinology; Biology; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006287903,0.0006308961,0.0003742675,0.001192328,0.0004673327,0.0008575766,0.0003698256,0.000500929,0.001616177],"category_scores_gemma":[0.001902986,0.0003081555,0.0004832144,0.001021119,0.0002599848,0.0003509936,0.0004982995,0.001022125,0.0002428225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077281,"about_ca_system_score_gemma":0.0002149283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728573,"about_ca_topic_score_gemma":0.001978636,"domain_scores_codex":[0.9996532,0.00008345136,0.00004235818,0.00009270954,0.00006498815,0.00006340319],"domain_scores_gemma":[0.9984359,0.0002765512,0.0008003456,0.00008134986,0.0002440667,0.0001617848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004763055,0.00005804673,0.9918441,0.00002967215,0.00008611555,0.000375357,0.00007496669,0.00008492951,0.001502907,0.00002805056,0.0001007754,0.005338797],"study_design_scores_gemma":[0.000009415613,0.0001075074,0.9964966,0.00002044308,0.0001004799,0.00116899,0.0001375709,0.0007545498,0.0007694869,0.0001603543,0.0002666559,0.000007903452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971898,0.001551528,0.0003871313,0.0001068319,0.00001767411,0.000007931239,0.0001882098,0.00001053252,0.0005402563],"genre_scores_gemma":[0.9989398,0.0003018395,0.0002975331,0.00002278214,0.00001984859,0.000005008832,0.0001279742,0.000001962018,0.0002831677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002728573,"threshold_uncertainty_score":0.005425394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607424658439299,"score_gpt":0.2885211172723943,"score_spread":0.2724468706880013,"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."}}