{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002916516,0.0002855302,0.0003895407,0.0006387916,0.0001806243,0.0002921325,0.000195368,0.0002680082,0.0008614517],"category_scores_gemma":[0.001417315,0.0001200615,0.000347646,0.0003964185,0.0003374117,0.0003035913,0.0002762801,0.0002648813,0.0001140646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321193,"about_ca_system_score_gemma":0.0002073124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686794,"about_ca_topic_score_gemma":0.009112053,"domain_scores_codex":[0.9997427,0.00004156524,0.00003554718,0.00007427514,0.0000603734,0.00004555633],"domain_scores_gemma":[0.9992207,0.0002184141,0.0002818709,0.0000407633,0.00008977197,0.0001483931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002392586,0.000229646,0.9795716,0.0001293966,0.0001712416,0.0003796215,0.0005249942,0.00007422241,0.006717204,0.00001705862,0.0000704926,0.009721709],"study_design_scores_gemma":[0.000007664537,0.0004438492,0.9989587,0.000002401568,0.0000216797,0.0002023411,0.0001548828,0.00001373756,0.0001476354,0.00000279799,0.00004270686,0.00000150034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995222,0.0001940427,0.00003047913,0.000004401967,0.000001941075,0.00000797872,0.00009578415,0.000001678907,0.0001414283],"genre_scores_gemma":[0.9992037,0.0001857818,0.0001177263,0.00001194367,0.000005263271,0.00001937721,0.0003438507,0.000002794012,0.0001095881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00686794,"threshold_uncertainty_score":0.01365596,"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."}}