{"id":"W201661527","doi":"10.1016/b978-0-444-52007-4.00004-7","title":"Insomnia","year":2010,"lang":"en","type":"article","venue":"Handbook of clinical neurology","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Insomnia; Discontinuation; Benzodiazepine; Distress; Psychiatry; Cognitive behavioral therapy for insomnia; Medicine; Psychology; Cognitive behavioral therapy; Primary Insomnia; Cognition; Clinical psychology; Sleep disorder; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006473199,0.000816537,0.0006331822,0.002720887,0.0008846089,0.000885639,0.001076007,0.0007635513,0.08600658],"category_scores_gemma":[0.001114444,0.000297014,0.0006042439,0.001496514,0.0004128548,0.0008061447,0.001285176,0.00119804,0.06365382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899916,"about_ca_system_score_gemma":0.002002113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003747168,"about_ca_topic_score_gemma":0.01108302,"domain_scores_codex":[0.9997042,0.00004122198,0.0000309786,0.00003557151,0.0001515389,0.00003638175],"domain_scores_gemma":[0.9996605,0.00003986436,0.00002513892,0.00003552717,0.0001645534,0.00007445775],"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":[0.00005915478,0.00005925206,0.0005366337,0.0005945783,0.00001199933,0.0001628429,0.0001380976,0.00003438068,0.0005121021,0.002449326,0.4993428,0.4960989],"study_design_scores_gemma":[0.00001303632,0.00006101717,0.003004597,0.0003906274,0.00001292943,0.001549049,0.00009317514,0.00003153477,0.0001371399,0.001638925,0.9930606,0.000007352019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003117112,0.2664997,0.009185988,0.0143583,0.0153003,0.0006509516,0.003652916,0.002152739,0.685082],"genre_scores_gemma":[0.01128495,0.1214723,0.008958732,0.00553365,0.005130454,0.0004087324,0.003664666,0.0002756169,0.843271],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08600658,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016488587646552,"score_gpt":0.4034610172792767,"score_spread":0.3632961314028112,"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."}}