{"id":"W4387325915","doi":"10.1002/hbm.26507","title":"Decreased beta‐band activity in left supramarginal gyrus reflects cognitive decline: Evidence from a large clinical dataset in patients with dementia","year":2023,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnetoencephalography; Supramarginal gyrus; Dementia; Neuropsychology; Cognition; Psychology; Cognitive decline; Montreal Cognitive Assessment; Resting state fMRI; Audiology; Medicine; Neuroscience; Physical medicine and rehabilitation; Psychiatry; Cognitive impairment; Internal medicine; Electroencephalography; Functional magnetic resonance imaging","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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002009123,0.0003128054,0.0004860168,0.00043314,0.0004416882,0.0001132068,0.0003619501,0.0001125224,0.0001304685],"category_scores_gemma":[0.02205561,0.0003111741,0.00006840035,0.0009675083,0.0002449849,0.0007271504,0.0004894769,0.000615488,0.0001175526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167031,"about_ca_system_score_gemma":0.0001282179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003987415,"about_ca_topic_score_gemma":0.006769616,"domain_scores_codex":[0.995661,0.001145737,0.0005181675,0.001292253,0.0006865261,0.0006962964],"domain_scores_gemma":[0.9776094,0.0215536,0.0002322751,0.0004005996,0.00007504895,0.0001290911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006765535,0.0004893724,0.9851568,0.00003487231,0.00004556104,0.0001399966,0.0004258801,0.0000148521,0.009387149,0.00004124311,0.003332105,0.0002556306],"study_design_scores_gemma":[0.00438959,0.0002824964,0.991758,0.0006238694,0.00002470306,9.490563e-7,0.0001220806,0.0002328831,0.0008043347,0.0004979468,0.0009127369,0.0003503505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959345,0.00002759333,0.0001966447,0.00187714,0.0001556608,0.0006962887,0.00091572,0.000110986,0.00008543317],"genre_scores_gemma":[0.9958018,0.00001419049,0.00005906019,0.00338045,0.00009507692,0.00005734925,0.0005331291,0.00003234396,0.00002657371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02040786,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231358251806126,"score_gpt":0.3711778204276115,"score_spread":0.248041995246999,"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."}}