{"id":"W4281399887","doi":"10.1016/j.sleep.2022.05.010","title":"Effects of cognitive behavioral therapy for insomnia on subjective and objective measures of sleep and cognition","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Canadian Sleep & Circadian Network; Institut Universitaire de Gériatrie de Montréal; Royal Ottawa Mental Health Centre; University of Ottawa; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Sleep onset latency; Polysomnography; Cognition; Psychology; Sleep (system call); Clinical psychology; Sleep onset; Cognitive behavioral therapy for insomnia; Audiology; Physical therapy; Cognitive behavioral therapy; Medicine; Psychiatry; Electroencephalography","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":[0.0002816133,0.0001642694,0.0003574737,0.0002519095,0.0001244232,0.00000162009,0.00005754525,0.000094411,0.0001343675],"category_scores_gemma":[0.0001501375,0.0001335432,0.00005929024,0.0002212039,0.0004212115,0.00002949233,0.00002708027,0.0002257372,7.731151e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001908497,"about_ca_system_score_gemma":0.00001189094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001978458,"about_ca_topic_score_gemma":0.00001095137,"domain_scores_codex":[0.9987965,0.0002326399,0.0002365524,0.0003072987,0.0002477355,0.0001792841],"domain_scores_gemma":[0.9984968,0.001004157,0.0001904346,0.00009049275,0.0001581871,0.00005990478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03337195,0.008369008,0.02760009,0.0002497734,0.006630206,0.00006719307,0.1547722,0.00001130704,0.02640369,0.004606453,0.0009125362,0.7370056],"study_design_scores_gemma":[0.1518629,0.09589498,0.5560514,0.000887585,0.006189773,0.00009316556,0.1334383,0.000109168,0.04317334,0.01069787,0.0005592592,0.001042312],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871096,0.008094842,0.0001917145,0.0001304021,0.000541373,0.001549476,0.00006708952,0.00002133477,0.002294146],"genre_scores_gemma":[0.9990305,0.0001791218,0.000009859922,0.0002485503,0.00005071817,0.0003738501,0.0000476214,0.00002422853,0.00003556246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7359633,"threshold_uncertainty_score":0.5445732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235234933974763,"score_gpt":0.3164524348046477,"score_spread":0.2929289414071715,"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."}}