{"id":"W4223970678","doi":"10.1016/j.brat.2022.104100","title":"Network Intervention Analyses of cognitive therapy and behavior therapy for insomnia: Symptom specific effects and process measures","year":2022,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Mental Health Research Topics","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"National Institute of Mental Health; Fundação Bial","keywords":"Insomnia; Dysfunctional family; Worry; Randomized controlled trial; Cognitive behavioral therapy for insomnia; Cognition; Sleep (system call); Cognitive therapy; Psychology; Psychological intervention; Clinical psychology; Cognitive behavioral therapy; Medicine; Psychiatry; Anxiety; 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":[0.006104365,0.0007002572,0.001247567,0.001023825,0.0003806966,0.0004961338,0.0005272432,0.0004229654,0.00406437],"category_scores_gemma":[0.0198372,0.0002195069,0.001944706,0.0007076241,0.0004922089,0.0006778383,0.001177471,0.0008571799,0.0001413104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293733,"about_ca_system_score_gemma":0.001532743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886257,"about_ca_topic_score_gemma":0.004807361,"domain_scores_codex":[0.9906166,0.00726914,0.0004347951,0.0004583273,0.001020537,0.0002005399],"domain_scores_gemma":[0.9897044,0.007259279,0.001637067,0.0004715718,0.0005443358,0.0003832431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2380331,0.04081361,0.0281076,0.009749412,0.0129022,0.00009276291,0.0009803133,0.01210505,0.007130513,0.004615992,0.001268924,0.6442006],"study_design_scores_gemma":[0.1246646,0.4786717,0.2840988,0.002529031,0.03108678,0.0002355472,0.000756349,0.04336135,0.01343183,0.009973842,0.01096496,0.0002252245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388264,0.008157734,0.02994114,0.0007607137,0.0005928552,0.01029731,0.0006387434,0.0002063719,0.0105787],"genre_scores_gemma":[0.9717301,0.002189812,0.01533045,0.0002252679,0.0001967687,0.00890462,0.0003540071,0.00002285029,0.001046146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006104365,"threshold_uncertainty_score":0.03228337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3483637297990672,"score_gpt":0.5434265126480535,"score_spread":0.1950627828489864,"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."}}