{"id":"W4410222757","doi":"10.1186/s12888-025-06878-1","title":"Efficacy of cognitive behavioral therapy for insomnia and lemborexant medication for different subtypes of chronic insomnia: study protocol for a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; University of Ottawa; Concordia University; Toronto Metropolitan University; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Royal Ottawa Mental Health Centre; Institut Universitaire de Gériatrie de Montréal; Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Randomized controlled trial; Cognition; Chronic insomnia; Medicine; Protocol (science); Psychiatry; Cognitive behavioral therapy; Clinical psychology; Psychology; Internal medicine; Sleep disorder; Alternative medicine","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":[0.03735805,0.00841336,0.01801891,0.002995105,0.004262229,0.004610484,0.004316653,0.008525672,0.07004042],"category_scores_gemma":[0.03278452,0.003461767,0.008091005,0.004146984,0.004321652,0.004147461,0.002574481,0.009204106,0.01244141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006055682,"about_ca_system_score_gemma":0.01618501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925846,"about_ca_topic_score_gemma":0.005617964,"domain_scores_codex":[0.9776563,0.01252974,0.002691446,0.002110846,0.002680339,0.002331361],"domain_scores_gemma":[0.9843246,0.004636838,0.003409326,0.001880818,0.00364822,0.00210024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9297973,0.01194619,0.0005737772,0.01852072,0.002818033,0.0001746108,0.0002496057,0.001380874,0.001639355,0.002414346,0.01040012,0.02008517],"study_design_scores_gemma":[0.9696319,0.01416301,0.0009794011,0.001684229,0.00084308,0.00002472173,0.00005743179,0.00107487,0.0003269496,0.001149906,0.01000686,0.00005754692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001270983,0.0002649749,0.000773168,0.0001219923,0.0002670977,0.9961837,0.0006495588,0.00007569478,0.00039279],"genre_scores_gemma":[0.001032094,0.0001017547,0.0009789114,0.00008770174,0.00003648004,0.997459,0.0000913619,0.000004367941,0.0002083885],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07004042,"threshold_uncertainty_score":0.2343085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572357338152118,"score_gpt":0.3960478438229979,"score_spread":0.3703242704414767,"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."}}