{"id":"W4233681998","doi":"10.1007/978-3-319-31738-0_20-1","title":"Sleep Difficulties","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Sleep hygiene; Insomnia; Palliative care; Context (archaeology); Medicine; Distress; Psychiatry; Sleep disorder; Quality of life (healthcare); Cognition; Adverse effect; Intensive care medicine; Psychology; Clinical psychology; Nursing; Pharmacology; Sleep quality","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":[0.0001815976,0.0005689462,0.0003443847,0.0007293164,0.0006190959,0.0007918658,0.0005596157,0.0007108018,0.07370603],"category_scores_gemma":[0.0006457822,0.0001532421,0.0003003396,0.0005249897,0.0004128835,0.000908584,0.001250414,0.001415794,0.02047099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473933,"about_ca_system_score_gemma":0.0007777713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264184,"about_ca_topic_score_gemma":0.008571822,"domain_scores_codex":[0.9998919,0.00001897029,0.000005450314,0.00001594264,0.00004243703,0.00002530558],"domain_scores_gemma":[0.9999071,0.0000204028,0.000005709473,0.000007408858,0.00002791451,0.00003146701],"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":[0.00002938411,0.00009000603,0.0004209093,0.000322088,0.000008410405,0.0004008611,0.0006056304,0.0001141618,0.0003399434,0.01610653,0.5762486,0.4053136],"study_design_scores_gemma":[0.000007630563,0.00002943451,0.001686118,0.0005000634,0.000005723061,0.001392681,0.0004152473,0.00004652454,0.00006457797,0.006093321,0.9897524,0.000006199487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003143391,0.07209875,0.002419398,0.01038011,0.008371045,0.0001319693,0.0005127133,0.0001757205,0.9027668],"genre_scores_gemma":[0.01053691,0.03507178,0.00104947,0.00438562,0.001509364,0.00008584792,0.0003854466,0.00007366382,0.946902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07370603,"threshold_uncertainty_score":0.2465712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695026537029086,"score_gpt":0.2596957825865727,"score_spread":0.2427455172162818,"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."}}