{"id":"W3014925487","doi":"10.1016/j.biopsych.2020.03.010","title":"What Is the Link Between Attention-Deficit/Hyperactivity Disorder and Sleep Disturbance? A Multimodal Examination of Longitudinal Relationships and Brain Structure Using Large-Scale Population-Based Cohorts","year":2020,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal; Université Laval; Canadian Sleep & Circadian Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Trois-Rivières","funders":"National Institute on Drug Abuse; NIHR Cambridge Biomedical Research Centre; National Key Research and Development Program of China; Higher Education Discipline Innovation Project; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; National Natural Science Foundation of China; National Institutes of Health; Canada Research Chairs; Ministère de l'Éducation et de l'Enseignement supérieur; Science and Technology Commission of Shanghai Municipality; Cambridge Philosophical Society; Ministère de la Santé et des Services sociaux; University of Cambridge; Wellcome Trust; Natural Science Foundation of Shanghai","keywords":"Attention deficit hyperactivity disorder; Psychology; Sleep disorder; Neuroscience; Neuroimaging; Amygdala; Population; Insula; Psychiatry; Cognition; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002981025,0.000224271,0.0004151557,0.0000565287,0.0003442071,0.00005369255,0.00006541813,0.0002802071,0.00007821488],"category_scores_gemma":[0.0003351193,0.0001540894,0.0001114904,0.0002845289,0.0001526299,0.0002900924,0.00005864084,0.0004829327,0.000001840591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002592953,"about_ca_system_score_gemma":0.00003057788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003561686,"about_ca_topic_score_gemma":0.0000463904,"domain_scores_codex":[0.9983498,0.0003077014,0.0003808938,0.0005065499,0.0002519567,0.0002030871],"domain_scores_gemma":[0.998826,0.0004752755,0.0002617808,0.0002166856,0.00009824101,0.000122051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008238589,0.00008501281,0.9962789,0.00008235683,0.00006049149,6.443493e-7,0.00013679,0.0000758577,0.0004845999,0.00007090484,0.000004497491,0.002637542],"study_design_scores_gemma":[0.001306011,0.0001536164,0.9838976,0.00007476255,0.0001783967,0.000008776088,0.00150863,0.01251543,0.000003406271,0.0001399173,0.00004180983,0.0001716905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684929,0.001389474,0.004270918,0.02490571,0.0001674575,0.0006122161,0.0001121012,0.00004233307,0.000006934389],"genre_scores_gemma":[0.9970865,0.00002778346,0.001857135,0.0004217128,0.0003066651,0.000008640494,0.0002655477,0.0000185126,0.000007505937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02859364,"threshold_uncertainty_score":0.6283582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499792106237638,"score_gpt":0.3106434823078188,"score_spread":0.260664271684055,"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."}}