{"id":"W3210761802","doi":"10.1101/2021.10.21.21265019","title":"Effects of cognitive behavioral therapy for insomnia on subjective and objective measures of sleep and cognition","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; 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":"","keywords":"Insomnia; Sleep onset latency; Polysomnography; Cognition; Psychology; Sleep (system call); Clinical psychology; Cognitive behavioral therapy for insomnia; Sleep onset; Randomized controlled trial; Physical therapy; Audiology; Cognitive behavioral therapy; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001675674,0.000674871,0.002034752,0.0005368586,0.0003523749,0.0003156472,0.0004500579,0.0008217002,0.001965408],"category_scores_gemma":[0.002402693,0.0003039504,0.001451358,0.0003565123,0.0004128168,0.0002075969,0.0002285228,0.0008864407,0.0001625528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120305,"about_ca_system_score_gemma":0.0009065592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517059,"about_ca_topic_score_gemma":0.002173943,"domain_scores_codex":[0.9988744,0.0005732207,0.0001481083,0.0001120656,0.00019772,0.00009454228],"domain_scores_gemma":[0.9987233,0.0005800991,0.0003382118,0.00007037377,0.0000870939,0.0002008327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7856656,0.05288278,0.01124506,0.003897855,0.005293667,0.00006660179,0.0001802761,0.0005723131,0.01120081,0.00009012021,0.000627189,0.1282776],"study_design_scores_gemma":[0.3904973,0.4369444,0.1614999,0.0003245706,0.004620497,0.0000748447,0.00009204808,0.001103769,0.003786914,0.0001464892,0.0008659805,0.00004327929],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902457,0.00619871,0.000328827,0.0001263874,0.0001900486,0.001438602,0.0003119429,0.0000345856,0.001125182],"genre_scores_gemma":[0.9924696,0.002020281,0.001443508,0.0002387108,0.0002377237,0.002700075,0.0002348105,0.000006746989,0.000648598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002034752,"threshold_uncertainty_score":0.008861959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310753325277909,"score_gpt":0.3202838821034492,"score_spread":0.2892085495756583,"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."}}