{"id":"W3214483339","doi":"10.1016/j.sleep.2021.10.014","title":"Emotion coping strategies and dysfunctional sleep-related beliefs are associated with objective sleep problems in young adults with insomnia","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"LabEx BRAIN; Agence Nationale de la Recherche","keywords":"Dysfunctional family; Insomnia; Sleep onset latency; Psychology; Multivariate analysis of variance; Arousal; Sleep (system call); Actigraphy; Sleep onset; Sleep diary; Clinical psychology; Sleep disorder; Coping (psychology); Primary Insomnia; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.0003181806,0.0003918462,0.0005450312,0.0003302181,0.0001942106,0.00003964913,0.0001076468,0.0004101192,0.0006541779],"category_scores_gemma":[0.0001430695,0.0002865925,0.00003845317,0.001301632,0.0004213928,0.0003015827,0.00003663771,0.0008080523,0.00002495197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528404,"about_ca_system_score_gemma":0.00008520456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000841865,"about_ca_topic_score_gemma":0.005645677,"domain_scores_codex":[0.9973854,0.000271932,0.0005214532,0.0007764501,0.0004957268,0.0005490354],"domain_scores_gemma":[0.9986563,0.0001861029,0.0003428662,0.0002892341,0.0003711512,0.0001543988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002251449,0.002670587,0.8602474,0.0002774168,0.007410692,0.001387421,0.09701092,0.01023169,0.0005144302,0.005165336,0.001043186,0.01178947],"study_design_scores_gemma":[0.02830404,0.001738836,0.8861898,0.002752894,0.0005195037,0.0003201626,0.0773658,0.001319371,0.00002129761,0.0008084783,0.0000722032,0.0005876813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686232,0.004647409,0.0007876004,0.001569634,0.0008745328,0.0007226173,0.00001191262,0.0001861152,0.02257694],"genre_scores_gemma":[0.9984736,0.000147578,0.00003323238,0.0002507878,0.000108056,0.00008922401,0.0003444969,0.00005936384,0.0004936539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02985036,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007787373693946118,"score_gpt":0.2331258995877017,"score_spread":0.2253385258937556,"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."}}