{"id":"W4411223905","doi":"10.1093/cercor/bhaf138","title":"The fractal dimension of resting state EEG increases over age in children","year":2025,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Resting state fMRI; Fractal dimension; Electroencephalography; Dimension (graph theory); Neuroscience; Psychology; Audiology; Fractal; Medicine; Mathematics; Mathematical analysis; Pure mathematics","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":[0.0003111752,0.000196482,0.0002406417,0.0005672881,0.0001165123,0.0003881344,0.0001317978,0.0002521156,0.001174756],"category_scores_gemma":[0.002687828,0.0001266371,0.0002025881,0.0004101958,0.0002192432,0.0003496875,0.0002737204,0.0002420939,0.0001781991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474974,"about_ca_system_score_gemma":0.0001069596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016322,"about_ca_topic_score_gemma":0.001832394,"domain_scores_codex":[0.9998647,0.00001977331,0.00001430833,0.00004921348,0.00002735752,0.0000245787],"domain_scores_gemma":[0.9989335,0.0003704581,0.0004399309,0.00007965892,0.0001088701,0.0000676548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003161253,0.00002762034,0.9396297,0.00009705694,0.00009327138,0.000402747,0.001183314,0.0003272892,0.01578564,0.0002369783,0.0005737957,0.04132642],"study_design_scores_gemma":[8.596448e-7,0.00002238988,0.9988857,0.000003589643,0.000006816795,0.0003140965,0.00007654179,0.0001187967,0.0003438993,0.00004712771,0.0001773116,0.000002818764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979074,0.0004441149,0.0007562801,0.00003238507,0.000003928777,0.000003002627,0.0004103715,0.00001962228,0.0004228679],"genre_scores_gemma":[0.9985604,0.0002463032,0.0005666732,0.000008221185,0.000006029829,0.000008481717,0.0003863579,0.000009879487,0.0002077557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0016322,"threshold_uncertainty_score":0.003929913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236767846876297,"score_gpt":0.2656955134224477,"score_spread":0.2533278349536847,"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."}}