{"id":"W4375865827","doi":"10.3390/brainsci13050772","title":"Sleep Architecture and EEG Power Spectrum Following Cumulative Sleep Restriction: A Comparison between Typically Developing Children and Children with ADHD","year":2023,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Polysomnography; Sleep (system call); Electroencephalography; Audiology; Psychology; Analysis of variance; Sleep deprivation; Sleep onset; Attention deficit hyperactivity disorder; Slow-wave sleep; Rapid eye movement sleep; Sleep architecture; Psychiatry; Cognition; Medicine; Insomnia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004760924,0.0002112256,0.0002680559,0.0003462082,0.0005864881,0.0001299286,0.0002448189,0.0001498386,0.00003675729],"category_scores_gemma":[0.00008643972,0.0001533923,0.00004611415,0.001528382,0.0005061697,0.0001410136,0.0001087537,0.0002988559,0.0000363158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463824,"about_ca_system_score_gemma":0.00003490579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002292427,"about_ca_topic_score_gemma":0.00006875527,"domain_scores_codex":[0.9981503,0.0001351431,0.0002444755,0.0006615794,0.0003292397,0.0004792114],"domain_scores_gemma":[0.9992441,0.0003501894,0.0001056351,0.0001631441,0.00001543869,0.0001215272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003347372,0.00002359137,0.9756705,0.00000150504,0.0004642788,0.000007500425,0.007030471,0.0002553411,0.000009123442,0.001554547,0.0008629197,0.01408674],"study_design_scores_gemma":[0.001009345,0.0003088599,0.9937744,0.00003264014,0.00006472052,0.00003200675,0.001754055,0.0001154498,0.000007259562,0.002453987,0.0001792244,0.0002680323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872829,0.0005480238,0.001672767,0.007002384,0.0002361931,0.0003659585,0.000008473684,0.0001761351,0.002707177],"genre_scores_gemma":[0.9984373,0.00001260931,0.001039286,0.00026165,0.00008800151,0.000009933052,0.00001959163,0.00001685262,0.0001147865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01810391,"threshold_uncertainty_score":0.6255156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398583142974356,"score_gpt":0.3176724572833178,"score_spread":0.2936866258535743,"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."}}