{"id":"W4391057533","doi":"10.1093/cercor/bhad546","title":"Dynamic reconfiguration of brain coactivation states that underlying working memory correlates with cognitive decline in clinically unimpaired older adults","year":2024,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shenzhen-Hong Kong Institute of Brain Science; Science, Technology and Innovation Commission of Shenzhen Municipality; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Working memory; Default mode network; Cognition; Psychology; Cognitive decline; Cognitive flexibility; Coactivation; Neuropsychology; Neuroimaging; Cognitive skill; Neuroscience; Effects of sleep deprivation on cognitive performance; Task-positive network; Cognitive psychology; Audiology; Developmental psychology; Medicine","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":[0.0001873501,0.0002094912,0.0001465095,0.0007003669,0.0001169529,0.0002336383,0.0001535131,0.0002112675,0.0006571847],"category_scores_gemma":[0.001300013,0.00009103752,0.0001136337,0.0003161752,0.0002083383,0.0002351809,0.000233314,0.0001545062,0.00006116759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356916,"about_ca_system_score_gemma":0.00009307472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231367,"about_ca_topic_score_gemma":0.0048515,"domain_scores_codex":[0.999948,0.000009152854,0.000006426095,0.000017096,0.000008783421,0.00001044085],"domain_scores_gemma":[0.9997205,0.00006051606,0.0001403597,0.00002161074,0.00002682399,0.00003009708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001186835,0.0001613255,0.9179533,0.00006072023,0.0001544571,0.0004983688,0.001256718,0.0007762989,0.04780849,0.0002102619,0.0002256504,0.02970764],"study_design_scores_gemma":[0.000002489884,0.00004908178,0.9987327,0.000002040745,0.00001174319,0.0001562287,0.00006959237,0.0004132509,0.0004093124,0.0001229104,0.0000287238,0.000001890589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994792,0.00006046851,0.0002325896,0.000009167515,6.39005e-7,0.000003930139,0.00005471916,0.000003815879,0.000155585],"genre_scores_gemma":[0.9997603,0.0000214647,0.0001115792,0.000003340329,0.000002249233,0.000003495071,0.0000553211,8.469872e-7,0.00004136844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002231367,"threshold_uncertainty_score":0.004436731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538785594198819,"score_gpt":0.3030444989168424,"score_spread":0.2576566429748542,"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."}}