{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007055014,0.0005392033,0.000864182,0.0002922445,0.0003653232,0.0002510534,0.0003921735,0.0005697455,0.002280727],"category_scores_gemma":[0.002398623,0.0002188334,0.0004925212,0.0002455094,0.0003900598,0.0002733626,0.0002738619,0.00102937,0.0001933068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627745,"about_ca_system_score_gemma":0.0005895285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003909855,"about_ca_topic_score_gemma":0.007594066,"domain_scores_codex":[0.999736,0.0001091614,0.00002252706,0.00002420164,0.00005688636,0.00005129716],"domain_scores_gemma":[0.9990896,0.0005438971,0.00008516871,0.0000541085,0.00004071742,0.0001865047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.442162,0.1718356,0.02534678,0.001144168,0.002320434,0.0003657482,0.001492971,0.002341207,0.03661907,0.0002114315,0.001612938,0.3145476],"study_design_scores_gemma":[0.06657403,0.2905172,0.627185,0.0001210123,0.0014374,0.0002219817,0.0005179464,0.00412411,0.007209713,0.0003656195,0.001655283,0.00007077494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971067,0.0005681214,0.0001018891,0.00007597184,0.00004639953,0.0001047855,0.00008863012,0.00002229021,0.001885206],"genre_scores_gemma":[0.9975412,0.0004785791,0.0003432759,0.00009974687,0.00005131401,0.000147077,0.0001196091,0.000006520647,0.001212599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003909855,"threshold_uncertainty_score":0.007774174,"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."}}