{"id":"W4394765964","doi":"10.1111/jsr.14193","title":"Digital cognitive behavioural therapy for insomnia reduces insomnia in nurses suffering from shift work disorder: A randomised‐controlled pilot trial","year":2024,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Hans Böckler Stiftung","keywords":"Actigraphy; Insomnia; Sleep onset latency; Sleep diary; Randomized controlled trial; Sleep disorder; Anxiety; Population; Physical therapy; Primary Insomnia; Sleep onset; Medicine; Cognitive behavioral therapy for insomnia; Psychiatry; Clinical psychology; Psychology; Cognitive behavioral therapy; 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":[0.001985633,0.001300726,0.002494208,0.000680472,0.0004975332,0.0006514039,0.001123787,0.00177131,0.007584136],"category_scores_gemma":[0.002797503,0.0005750133,0.001931327,0.0005882386,0.001019783,0.0006118538,0.0005942689,0.001641518,0.0007456402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007082097,"about_ca_system_score_gemma":0.001267111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493596,"about_ca_topic_score_gemma":0.003987308,"domain_scores_codex":[0.9989468,0.000531351,0.0001264915,0.0001326649,0.0001106101,0.000152106],"domain_scores_gemma":[0.9984894,0.0005982108,0.0002937016,0.0001264788,0.0001385909,0.0003537522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9587258,0.02097891,0.0004117329,0.001174991,0.0006221646,0.00003123796,0.00007112748,0.0001488144,0.001288768,0.00003963382,0.000226204,0.01628064],"study_design_scores_gemma":[0.8997409,0.09802365,0.001491798,0.00003942325,0.0002099238,0.000008454987,0.00002173818,0.0001118274,0.0001517507,0.00002529945,0.0001694756,0.000005864892],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760139,0.002499162,0.0005701103,0.0002974887,0.0005896538,0.01807996,0.0006800285,0.00009589787,0.001173737],"genre_scores_gemma":[0.9545856,0.002927861,0.002869155,0.000548818,0.0006621717,0.03485909,0.0006303429,0.00001582459,0.002901151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007584136,"threshold_uncertainty_score":0.02537143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07819248132945696,"score_gpt":0.4052930109097778,"score_spread":0.3271005295803209,"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."}}