{"id":"W3102513748","doi":"10.5664/jcsm.8988","title":"Behavioral and psychological treatments for chronic insomnia disorder in adults: an American Academy of Sleep Medicine systematic review, meta-analysis, and GRADE assessment","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":297,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Sleep hygiene; Cognitive behavioral therapy for insomnia; Insomnia; Sleep medicine; Psychological intervention; Systematic review; Cognitive behavioral therapy; Clinical psychology; Randomized controlled trial; Primary Insomnia; Sleep restriction; Mindfulness; Evidence-based practice; Sleep disorder; Evidence-based medicine; Critical appraisal; Psychiatry; Relaxation Therapy; MEDLINE; Alternative medicine; Sleep deprivation; Cognition; Anxiety; Sleep quality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005415493,0.0009146195,0.02212386,0.0008583758,0.00005593478,0.000008896553,0.0007354961,0.0008754304,0.000505215],"category_scores_gemma":[0.001294443,0.000450074,0.002801546,0.001670919,0.001344835,0.0001128837,0.00008097546,0.002367917,0.000002840808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069578,"about_ca_system_score_gemma":0.00007381289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011358,"about_ca_topic_score_gemma":0.00004160273,"domain_scores_codex":[0.9846099,0.003343454,0.00963792,0.001016987,0.0008994621,0.0004922887],"domain_scores_gemma":[0.9863881,0.003330607,0.008781134,0.0005548583,0.0001704094,0.0007748528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003409104,0.003848962,0.000900636,0.1141695,0.2267316,0.0001599197,0.0003362883,0.000001006037,1.03654e-7,0.0001130921,0.0006301256,0.6527679],"study_design_scores_gemma":[0.01008858,0.01804633,0.00160548,0.06988513,0.8721682,0.0002213067,0.0004638883,0.00003222374,6.809366e-9,0.00008208896,0.02696877,0.0004379883],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006226742,0.9906499,0.0002807013,0.004486449,0.0004184479,0.003424784,0.00004951179,0.0000142353,0.0000532779],"genre_scores_gemma":[0.002059217,0.9954459,0.0003969452,0.001062145,0.0005309515,0.0003190657,0.00008963625,0.00006771187,0.00002840966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6523299,"threshold_uncertainty_score":0.9999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2508985387032561,"score_gpt":0.5742142448893972,"score_spread":0.3233157061861411,"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."}}