{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003453883,0.000334554,0.0004584796,0.001154581,0.0008041556,0.0008530148,0.0006881298,0.0004880002,0.001028322],"category_scores_gemma":[0.00393008,0.0002620371,0.00100719,0.001708616,0.0004692428,0.0006251491,0.0007552864,0.0006225716,0.0001330455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007762744,"about_ca_system_score_gemma":0.0009721395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07871588,"about_ca_topic_score_gemma":0.1268068,"domain_scores_codex":[0.9992008,0.0002530234,0.00004791904,0.0002875405,0.00008873778,0.0001220814],"domain_scores_gemma":[0.9974126,0.0005780205,0.0007857574,0.0005392048,0.000400787,0.0002835676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003852517,0.000009505821,0.997712,0.000006920356,0.0002962145,0.00002211646,0.00005586375,0.00004774504,0.00026831,0.00001928903,0.00009872963,0.001424811],"study_design_scores_gemma":[0.000001741409,0.00002597823,0.9994765,0.000005139681,0.00007152833,0.00002557189,0.00006744921,0.0001675863,0.0000306026,0.00002590641,0.00009979333,0.000002141308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956202,0.001021829,0.0008740629,0.0002639825,0.00001218425,0.00002003679,0.001850788,0.00001300052,0.0003238805],"genre_scores_gemma":[0.9974366,0.0002889433,0.0004933549,0.00007561447,0.00001201995,0.00002495244,0.001551414,0.000006120337,0.0001110151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07871588,"threshold_uncertainty_score":0.1565154,"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."}}