{"id":"W4416982574","doi":"10.3724/sp.j.1329.2025.06005","title":"Neural Oscillation Abnormalities and Abnormal Dynamic Network Connectivity in δ Frequency Band in Patients with Mild Cognitive Impairment Based on Resting-State Electroencephalogram","year":2025,"lang":"en","type":"article","venue":"Rehabilitation Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Temporal lobe; Frequency band; Cognitive impairment; Cognition; Occipital lobe; Parietal lobe; Lobe","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008481846,0.0002182752,0.0003131931,0.0004697371,0.0001737661,0.00001730109,0.00006153784,0.00004753418,0.000008215888],"category_scores_gemma":[0.01084555,0.0001795526,0.00002288368,0.001039957,0.0004945433,0.0002632649,0.00002154227,0.0002753053,6.400085e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532249,"about_ca_system_score_gemma":0.00007650736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003097916,"about_ca_topic_score_gemma":0.001669524,"domain_scores_codex":[0.997649,0.0006048186,0.0003861611,0.0005861861,0.0004110915,0.0003628136],"domain_scores_gemma":[0.9835973,0.0159413,0.0001269355,0.0001437939,0.000142213,0.00004841359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00138408,0.0002365812,0.986486,0.00009720502,0.000005435016,0.00000464989,0.0009445499,0.009407479,0.0001199506,0.0003782695,0.00004824074,0.0008875941],"study_design_scores_gemma":[0.004750931,0.004462895,0.966969,0.0006668753,0.00001098813,6.971316e-7,0.0002917775,0.01961236,0.00002564062,0.003059141,0.00000424684,0.0001454268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919723,0.00006466716,0.0003230365,0.005758759,0.0001820505,0.001165179,0.00001245043,0.0000515869,0.0004699177],"genre_scores_gemma":[0.9979445,0.000008478719,0.0002120715,0.001635086,0.0000207355,0.0001379038,0.00001381823,0.00001094788,0.00001639972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951694,"threshold_uncertainty_score":0.9974865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008212515839464009,"score_gpt":0.2553452010650463,"score_spread":0.2471326852255823,"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."}}