{"id":"W4321504635","doi":"10.1007/978-3-031-20792-1_38","title":"Sleep Disorders","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children; Dalhousie University","funders":"","keywords":"Actigraphy; Biopsychosocial model; Sleep (system call); Psychoeducation; Insomnia; Clinical psychology; Polysomnography; Psychiatry; Psychological intervention; Comorbidity; Sleep disorder; Medicine; Psychology; Electroencephalography","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":[0.0002172615,0.0008072701,0.0005291904,0.001102806,0.0006999639,0.001106851,0.0006015065,0.0008751324,0.1709041],"category_scores_gemma":[0.000635378,0.0002829422,0.0003699545,0.000847693,0.0003069174,0.0008269189,0.00119227,0.001665702,0.1007309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005699676,"about_ca_system_score_gemma":0.001019557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003139738,"about_ca_topic_score_gemma":0.01613703,"domain_scores_codex":[0.9998708,0.00002020803,0.000006233406,0.00001759281,0.00006502758,0.0000201174],"domain_scores_gemma":[0.9998424,0.00003448222,0.000008124415,0.00001527021,0.00006096753,0.00003869822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001248745,0.00003754471,0.00009247971,0.0001543955,0.000003623076,0.00006922079,0.00008334878,0.0001068365,0.0002023513,0.005159231,0.7821141,0.2119644],"study_design_scores_gemma":[0.000003467554,0.00001501279,0.0003968652,0.0002122534,0.000002736148,0.0002466892,0.00004492939,0.00003703482,0.00003162392,0.001704252,0.9973024,0.000002720788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004419279,0.04356996,0.001660006,0.004003797,0.007065117,0.0001143377,0.0005095128,0.0002381137,0.9423972],"genre_scores_gemma":[0.001034166,0.01572564,0.0006270777,0.001953683,0.0008111042,0.00003776317,0.0002893855,0.00004686999,0.9794742],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1709041,"threshold_uncertainty_score":0.5717312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862829261208893,"score_gpt":0.2679925895176214,"score_spread":0.2493642969055325,"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."}}