{"id":"W4255129576","doi":"10.1016/b978-0-12-809324-5.00898-1","title":"Nonrestorative Sleep☆","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Sleep (system call); Etiology; Sleep disorder; Psychology; Audiology; Medicine; Clinical psychology; Psychiatry; Insomnia; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002207191,0.0007863202,0.0003066556,0.0008774791,0.001046631,0.002689114,0.000861512,0.001049805,0.3285485],"category_scores_gemma":[0.0004544307,0.0003040574,0.0003573777,0.000870025,0.001084237,0.002777798,0.00174039,0.00174239,0.1985542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138737,"about_ca_system_score_gemma":0.0007132592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776391,"about_ca_topic_score_gemma":0.006132527,"domain_scores_codex":[0.9998355,0.00001593158,0.000006595547,0.00004105633,0.00008039735,0.0000205177],"domain_scores_gemma":[0.9998741,0.00002596271,0.000007800177,0.00002975986,0.00003882225,0.00002359215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002583188,0.00002947348,0.00009906187,0.0002166954,0.00000372354,0.00009785213,0.0005335915,0.0001119304,0.001582781,0.0943993,0.4465542,0.4563455],"study_design_scores_gemma":[8.555123e-7,0.000003724606,0.00008911773,0.00004938315,8.336955e-7,0.00006514684,0.00005193782,0.00002492636,0.0001155259,0.003218103,0.9963787,0.00000178697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003639453,0.003584907,0.001185528,0.0005909427,0.001185789,0.00001298956,0.0000713878,0.0001175772,0.992887],"genre_scores_gemma":[0.0007807328,0.001120757,0.0002449958,0.0001372077,0.00014554,0.000006272844,0.00004103125,0.00004115077,0.9974824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3285485,"threshold_uncertainty_score":0.9577441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093398553357342,"score_gpt":0.2960164483513787,"score_spread":0.2450824628178053,"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."}}