{"id":"W3208611051","doi":"10.3390/brainsci11111425","title":"Sleep Instability Correlates with Attentional Impairment in Boys with Attention Deficit Hyperactivity Disorder","year":2021,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Rivière-des-Prairies","funders":"Canadian Institutes of Health Research","keywords":"Polysomnography; Psychology; Arousal; Attention deficit hyperactivity disorder; Audiology; Sleep (system call); Sleep Stages; Sleep disorder; Insomnia; Clinical psychology; Psychiatry; Electroencephalography; Medicine; Neuroscience","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":[0.000240832,0.0003265117,0.0003118508,0.00128424,0.0003455166,0.0003747376,0.0002698571,0.0003157282,0.00174566],"category_scores_gemma":[0.001809877,0.0002536691,0.0002428466,0.0005552076,0.0003161664,0.0002474963,0.0003827246,0.0003827404,0.0001671048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913839,"about_ca_system_score_gemma":0.0001807751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008196391,"about_ca_topic_score_gemma":0.01081231,"domain_scores_codex":[0.9997807,0.00004334377,0.00002673879,0.0000507388,0.00005485361,0.00004363954],"domain_scores_gemma":[0.9985348,0.0002231869,0.0008782643,0.00003769639,0.0001043549,0.0002216897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007884904,0.00002142071,0.9976071,0.000009531418,0.0000196117,0.0001991409,0.0001522009,0.00001899521,0.0006113208,0.000009284731,0.0000330893,0.001239437],"study_design_scores_gemma":[8.48422e-7,0.00003761764,0.9995646,0.00000156146,0.000004354703,0.0002654928,0.00005770719,0.00002285079,0.00002411688,0.000003735674,0.00001656209,5.859628e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995234,0.0002070701,0.0000317777,0.0000169636,0.000002800896,0.000003038782,0.00006002103,0.000003960115,0.0001509468],"genre_scores_gemma":[0.9996518,0.00007350549,0.00004351892,0.000007450856,0.000005867114,0.000003148357,0.0001068779,0.000001771182,0.0001060621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008196391,"threshold_uncertainty_score":0.01629734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306814995316172,"score_gpt":0.2983860595212105,"score_spread":0.2653179095680488,"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."}}