{"id":"W4390013107","doi":"10.7717/peerj.16698","title":"Correlation between long-term glycemic variability and cognitive function in middle-aged and elderly patients with type 2 diabetes mellitus: a retrospective study","year":2023,"lang":"en","type":"article","venue":"PeerJ","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui Medical University","keywords":"Medicine; Glycemic; Montreal Cognitive Assessment; Internal medicine; Glycated hemoglobin; Diabetes mellitus; Logistic regression; Type 2 diabetes; Mann–Whitney U test; Correlation; Type 2 Diabetes Mellitus; Disease; Endocrinology; Cognitive impairment; Insulin","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":[0.0001289093,0.0001373371,0.0001826977,0.00007949624,0.0001184687,0.00004261042,0.00003223101,0.00004678249,0.00001578533],"category_scores_gemma":[0.0003954723,0.0001057649,0.00001338752,0.0004140951,0.00006465945,0.0001546205,0.0000567882,0.0001329385,0.00001453969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002378625,"about_ca_system_score_gemma":0.00000894523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008674672,"about_ca_topic_score_gemma":0.00001432088,"domain_scores_codex":[0.9987086,0.0002083093,0.0001318742,0.0005361032,0.0002202698,0.0001948413],"domain_scores_gemma":[0.9993872,0.0003303691,0.00006090786,0.0001001596,0.00004568103,0.00007568755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005315663,0.0003342009,0.9964389,0.00001208445,0.00001728037,0.00002088613,0.0002235577,0.000001574559,0.0001852671,0.00001814849,5.228611e-7,0.002216049],"study_design_scores_gemma":[0.002611258,0.003818643,0.9914266,0.00002151047,0.0001239262,2.229487e-7,0.00002850253,0.0000921211,0.0001247071,0.001649527,1.556426e-7,0.0001027526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987801,0.00001381867,0.0000430267,0.00001157724,0.00007866222,0.0009028473,0.00005851115,0.00007582879,0.00003564736],"genre_scores_gemma":[0.9998206,0.000007450344,0.000002700963,0.00003685486,0.00001096724,0.00004770993,0.00004057829,0.00001121576,0.00002185857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005012189,"threshold_uncertainty_score":0.4312968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712537183746629,"score_gpt":0.2487892637429671,"score_spread":0.2216638919055008,"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."}}