{"id":"W4312123372","doi":"10.3389/fneur.2022.1062816","title":"Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Key Research and Development Projects of Shaanxi Province; National Natural Science Foundation of China","keywords":"Neuropsychology; Disconnection; Cognition; Montreal Cognitive Assessment; Parahippocampal gyrus; Neuropathology; Neuroscience; Type 2 Diabetes Mellitus; Medicine; Cognitive deficit; Cognitive impairment; Psychology; Audiology; Internal medicine; Temporal lobe; Diabetes mellitus; Disease; Epilepsy; Endocrinology","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":[0.0001521044,0.0002339439,0.000203039,0.0008536463,0.0002472932,0.0002709375,0.0001162123,0.0001724074,0.000873992],"category_scores_gemma":[0.0008035934,0.0001026249,0.0002034336,0.0005562789,0.0001834456,0.0002403448,0.0002741991,0.0001463632,0.00004565528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816322,"about_ca_system_score_gemma":0.0001212299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004576662,"about_ca_topic_score_gemma":0.007096015,"domain_scores_codex":[0.9999205,0.0000130552,0.000008061875,0.0000269896,0.00001292172,0.00001851897],"domain_scores_gemma":[0.9997399,0.0000479695,0.0001185069,0.00001630571,0.00002138678,0.00005596049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006164662,0.00005043947,0.9849291,0.00003385538,0.000183467,0.0008573455,0.0003302305,0.0003123037,0.004484695,0.0001025501,0.0001131715,0.007986227],"study_design_scores_gemma":[0.000006869629,0.00005061486,0.998472,0.000003509305,0.00003846271,0.0004750862,0.0001185737,0.0004352408,0.00019314,0.0001407864,0.0000620481,0.0000036438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995617,0.0001117281,0.0001135425,0.000008493736,0.000001754471,0.000002427919,0.00005324328,0.000002197902,0.0001447499],"genre_scores_gemma":[0.9997795,0.00004252735,0.00007276554,0.000003403939,0.000002987452,0.000001505893,0.00006012694,6.14623e-7,0.00003662057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004576662,"threshold_uncertainty_score":0.00910002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045615233733756,"score_gpt":0.231308062975795,"score_spread":0.2108519106384574,"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."}}