{"id":"W4318049643","doi":"10.3389/fnagi.2023.1126183","title":"Relationship between glycemic control and cognitive impairment: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Aging Neuroscience","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Medicine; Meta-analysis; Internal medicine; Strictly standardized mean difference; Cochrane Library; Diabetes mellitus; Placebo; Randomized controlled trial; Cognition; Cognitive decline; Physical therapy; Insulin; Psychiatry; Endocrinology; Dementia","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":[0.0150673,0.002746341,0.0174961,0.007096791,0.0006770304,0.003271874,0.002300615,0.002078567,0.003277175],"category_scores_gemma":[0.03533772,0.001219225,0.0256456,0.008134895,0.0008505191,0.001545026,0.001279662,0.001660409,0.0002204726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694281,"about_ca_system_score_gemma":0.004297092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007788544,"about_ca_topic_score_gemma":0.01696648,"domain_scores_codex":[0.989823,0.005163122,0.002760002,0.0009156998,0.001028193,0.000309879],"domain_scores_gemma":[0.9727846,0.02085984,0.00402403,0.0006112373,0.001440873,0.0002794565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001676684,0.00004342627,0.003967113,0.4841772,0.4944051,0.0001254365,0.00008763809,0.0004676613,0.0001648829,0.0001296093,0.0005942644,0.01416112],"study_design_scores_gemma":[0.000657684,0.000262913,0.004591316,0.04628483,0.9459193,0.0001210548,0.00004874624,0.0001826697,0.0001158161,0.0001959308,0.001594595,0.00002509478],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002854183,0.9961188,0.0002525792,0.0001346057,0.00007690033,0.0001842011,0.0002396303,0.00001226081,0.0001268244],"genre_scores_gemma":[0.1126144,0.882854,0.001806437,0.0007520452,0.000247011,0.001017035,0.0005077978,0.00001936017,0.0001817638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0174961,"threshold_uncertainty_score":0.07968444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152460691195994,"score_gpt":0.3627644236177712,"score_spread":0.2103037324217772,"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."}}