{"id":"W4412069745","doi":"10.1093/sleep/zsaf184","title":"Association of sleep spindle activity with executive functioning and intellectual ability in children and adolescents","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Working memory; Psychology; Cognition; Executive functions; Association (psychology); Polysomnography; Sleep spindle; Wechsler Adult Intelligence Scale; Intelligence quotient; Population; Psychiatry; Audiology; Clinical psychology; Medicine; Electroencephalography; Non-rapid eye movement sleep","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004767628,0.0003242083,0.0003227745,0.0008260349,0.0001961144,0.0004741143,0.0003080821,0.0002783848,0.001269929],"category_scores_gemma":[0.002191547,0.0002155598,0.0003874767,0.0006861319,0.0002683515,0.0003088273,0.0003440735,0.0003685317,0.0001279085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546238,"about_ca_system_score_gemma":0.0003113654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007460601,"about_ca_topic_score_gemma":0.009388092,"domain_scores_codex":[0.999765,0.00003339212,0.00004206909,0.00006424101,0.00005328439,0.00004209718],"domain_scores_gemma":[0.9983428,0.0002681405,0.0009772087,0.00006086285,0.0001877003,0.0001633415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002253564,0.00001052416,0.9989911,0.000007630092,0.00002541475,0.00004643976,0.00006400972,0.00001450559,0.0001232579,0.000005833237,0.00003233252,0.0006565687],"study_design_scores_gemma":[9.29692e-7,0.00001470755,0.9997903,0.000002535542,0.000005284981,0.00007458227,0.00004626133,0.00002065063,0.00001957538,0.000002412353,0.00002248808,3.803285e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994097,0.0001740529,0.0000299324,0.0000156834,0.00000219084,0.000003975822,0.0002317177,0.000002348479,0.0001304761],"genre_scores_gemma":[0.9991767,0.0001437238,0.00007631769,0.00000949601,0.000006524769,0.00001004567,0.0004752059,0.00000220264,0.00009986391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007460601,"threshold_uncertainty_score":0.01483434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061103684310959,"score_gpt":0.2574355563976949,"score_spread":0.2468245195545853,"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."}}