{"id":"W2899804454","doi":"10.1093/oxfordhb/9780190634841.013.25","title":"Sleep–Wake Disorders","year":2018,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto","funders":"Johns Hopkins University","keywords":"Insomnia; Psychoeducation; Sleep (system call); Intervention (counseling); Sleep disorder; Cognition; Psychiatry; Psychology; Clinical psychology; 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":[0.0001789931,0.0006751164,0.0004888752,0.0007668604,0.0006338488,0.0009683121,0.0006027641,0.0008538247,0.05289784],"category_scores_gemma":[0.0006774231,0.0001802226,0.0004139219,0.0007737594,0.0005468217,0.0009820397,0.001116715,0.001878519,0.02016597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007073544,"about_ca_system_score_gemma":0.000862503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798303,"about_ca_topic_score_gemma":0.006075258,"domain_scores_codex":[0.9998196,0.00002847198,0.00001730761,0.00002691206,0.00007403948,0.00003380712],"domain_scores_gemma":[0.9998299,0.00006007832,0.00001662874,0.00001235036,0.0000440972,0.00003682499],"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":[0.00003722113,0.00008231568,0.0006110995,0.0009116143,0.00001471342,0.0006941718,0.0005728818,0.000134834,0.0007923408,0.01849489,0.5620599,0.4155939],"study_design_scores_gemma":[0.000007592776,0.0000218851,0.001526165,0.0008068635,0.000005392048,0.002407805,0.0001190182,0.00004915867,0.0001083862,0.004824386,0.9901153,0.000008142581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002871369,0.3455814,0.002397576,0.01061299,0.007868625,0.0001729471,0.001124982,0.0004404671,0.6289296],"genre_scores_gemma":[0.02496533,0.2362195,0.004336551,0.01460936,0.002853339,0.0002143266,0.001906405,0.000235072,0.7146602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05289784,"threshold_uncertainty_score":0.1769609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654833140045269,"score_gpt":0.2218538268045947,"score_spread":0.205305495404142,"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."}}