{"id":"W86291341","doi":"10.5665/sleep/32.1.55","title":"The Economic Burden of Insomnia: Direct and Indirect Costs for Individuals with Insomnia Syndrome, Insomnia Symptoms, and Good Sleepers","year":2009,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":647,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement; Université Laval","funders":"Merck Canada; Novartis Pharma; Sanofi; Novartis","keywords":"Insomnia; Indirect costs; Absenteeism; Medicine; Health care; Economic cost; Medical prescription; Psychiatry; Population; Total cost; Public health; Demography; Gerontology; Environmental health; Psychology; Business; Nursing; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007260228,0.0003439311,0.0002819306,0.001450047,0.0006525121,0.001103552,0.000431968,0.0003957617,0.002831948],"category_scores_gemma":[0.002998714,0.0001665849,0.0009853195,0.002087455,0.0003066422,0.0004880776,0.000632202,0.0005252202,0.0001438895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01427236,"about_ca_system_score_gemma":0.007951926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7900656,"about_ca_topic_score_gemma":0.8584329,"domain_scores_codex":[0.9994596,0.0001925843,0.00004326666,0.00002668942,0.0001604175,0.0001176064],"domain_scores_gemma":[0.9987613,0.0001713925,0.0003512589,0.0000199445,0.0004826629,0.0002134752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002091748,0.00005929298,0.966235,0.0002191635,0.0006407833,0.0002426292,0.0002220687,0.002922839,0.00006647546,0.0007904453,0.005904625,0.02248758],"study_design_scores_gemma":[0.00003589328,0.00008602085,0.9875225,0.0003710451,0.0003795885,0.0003208072,0.001035048,0.005138879,0.00004920869,0.0003243419,0.004713522,0.00002327123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549827,0.01071235,0.0009241203,0.006484953,0.0001090076,0.0002365544,0.01472158,0.00001756474,0.01181108],"genre_scores_gemma":[0.9931279,0.002687229,0.0005489044,0.0001949,0.00004131516,0.00004300861,0.002289265,0.000003527379,0.001063952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7900656,"threshold_uncertainty_score":0.4223415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005335876867294433,"score_gpt":0.2397263254841943,"score_spread":0.2343904486168999,"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."}}