{"id":"W4407394944","doi":"10.1101/2025.02.10.25322010","title":"Effects of cognitive-behavioral therapy for insomnia during sedative-hypnotics withdrawal on sleep and cognition in older adults","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Concordia University","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Concordia University","keywords":"Insomnia; Cognition; Sleep (system call); Sedative; Psychology; Psychiatry; Medicine; Clinical psychology","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":[0.001465068,0.0005914349,0.001679151,0.0005054269,0.0004192692,0.000328019,0.0003439671,0.0008862469,0.00145091],"category_scores_gemma":[0.002265465,0.0003008658,0.001918966,0.0003192042,0.0003195922,0.0002664822,0.0003771434,0.0008728303,0.0001297372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005182812,"about_ca_system_score_gemma":0.001074194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002793022,"about_ca_topic_score_gemma":0.005341579,"domain_scores_codex":[0.9990609,0.0004241647,0.0001725482,0.00008724224,0.0001402839,0.0001148522],"domain_scores_gemma":[0.9992151,0.0002738725,0.0001959678,0.00003365406,0.00008449615,0.0001969451],"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":[0.628175,0.07502702,0.02183966,0.009870518,0.007373348,0.0001855054,0.0006371703,0.0007672003,0.01263922,0.00009740485,0.0007447063,0.2426433],"study_design_scores_gemma":[0.3897565,0.4626924,0.1392214,0.0005415094,0.003794124,0.00007737953,0.0001669714,0.0007538216,0.001856076,0.00008264572,0.001023438,0.00003360709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931914,0.004544374,0.0001205984,0.0001306321,0.00009469065,0.001268207,0.0001104729,0.00001093773,0.0005286818],"genre_scores_gemma":[0.9936075,0.002460101,0.0009644485,0.0002652254,0.0001656002,0.001955807,0.0001159363,0.000002368761,0.0004629924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002793022,"threshold_uncertainty_score":0.007748127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370902335598986,"score_gpt":0.309654580612845,"score_spread":0.2959455572568551,"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."}}