{"id":"W4307953895","doi":"10.1016/j.sleh.2022.09.010","title":"Economic burden of insomnia symptoms in Canada","year":2022,"lang":"en","type":"article","venue":"Sleep Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Concordia University; Royal Ottawa Mental Health Centre; Institut Universitaire de Gériatrie de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Agricultural Research Institute of Ontario; Toronto Metropolitan University; Queen's University; University of Ottawa","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Eisai; CHEO Research Institute; Concordia University; Weston Family Foundation; Canadian Institutes of Health Research; Jazz Pharmaceuticals","keywords":"Insomnia; Medicine; Indirect costs; Depression (economics); Medical prescription; Health care; Productivity; Cohort; Psychiatry; Environmental health; Internal medicine","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":[0.000303433,0.0002501009,0.0003852682,0.001843964,0.002405711,0.002166419,0.0009058119,0.0007147258,0.005038138],"category_scores_gemma":[0.002740534,0.000298123,0.0009423053,0.005825795,0.0006645657,0.0004140664,0.001191987,0.001462814,0.0002181903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04782765,"about_ca_system_score_gemma":0.07583485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966074,"about_ca_topic_score_gemma":0.9978987,"domain_scores_codex":[0.9991122,0.00005493793,0.0000587991,0.00004703008,0.0002750855,0.0004519025],"domain_scores_gemma":[0.9972582,0.0001092672,0.0005896026,0.00003124865,0.0009238306,0.001087796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003949537,0.0001103512,0.9678029,0.0001422471,0.0002651171,0.0006274715,0.000455927,0.0008079581,0.0001271791,0.001387729,0.01397149,0.01390666],"study_design_scores_gemma":[0.0000406512,0.00002720539,0.993233,0.0001255751,0.00006602747,0.0001562352,0.001706008,0.0006508027,0.000025974,0.0001556501,0.003790475,0.00002243254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475987,0.006299071,0.00007836712,0.00988594,0.0001879411,0.00006680439,0.02288884,0.00002168536,0.01297261],"genre_scores_gemma":[0.9895746,0.00405329,0.00007546975,0.0005778435,0.00005109354,0.00001698027,0.003399707,0.000007326057,0.002243724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04782765,"threshold_uncertainty_score":0.3470155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007791526981707928,"score_gpt":0.2635834852336664,"score_spread":0.2557919582519584,"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."}}