{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023055,0.0003049461,0.0009176052,0.001274052,0.0001825247,0.0005556368,0.0005047788,0.00029425,0.0006011831],"category_scores_gemma":[0.001043817,0.0002160089,0.0005789535,0.0009731269,0.0003076975,0.000506534,0.00005567467,0.001778399,0.00007390486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431538,"about_ca_system_score_gemma":0.0002775285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002160144,"about_ca_topic_score_gemma":0.00007612433,"domain_scores_codex":[0.9960029,0.0007111965,0.001189688,0.000452077,0.0008490217,0.0007951728],"domain_scores_gemma":[0.9932468,0.005770935,0.0002305523,0.0001914612,0.0003350622,0.0002252089],"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":[0.7741172,0.002949287,0.005093488,0.000009989284,0.002471988,0.0003627303,0.0113549,0.00001572615,0.0001321858,0.00009813991,0.001172901,0.2022214],"study_design_scores_gemma":[0.9679198,0.007250069,0.008695193,0.0007289624,0.0002999844,0.000020699,0.01004708,0.00008970995,0.0001124646,0.002672906,0.001740228,0.000422931],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661668,0.02398591,0.00009642776,0.001136246,0.003351994,0.003409257,0.00006271509,0.00003898752,0.001751675],"genre_scores_gemma":[0.9970432,0.0008079767,0.00002878606,0.00002968962,0.0009421845,0.000467992,0.00001961572,0.00007907128,0.0005814667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017985,"threshold_uncertainty_score":0.8808588,"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."}}