{"id":"W2030710544","doi":"10.1016/j.sleep.2005.08.008","title":"Epidemiology of insomnia: Prevalence, self-help treatments, consultations, and determinants of help-seeking behaviors","year":2006,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":1187,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Saint-Sacrement; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Distress; Population; Medicine; Intervention (counseling); Epidemiology; Psychiatry; Public health; Active listening; Clinical psychology; Psychology; Environmental health; Nursing","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":[0.0005763466,0.0001238076,0.0003143468,0.001379173,0.0003928437,0.0004567807,0.0003314413,0.0005377613,0.001431397],"category_scores_gemma":[0.002775778,0.0003072462,0.0005393657,0.001255471,0.0002333376,0.000577924,0.0004692473,0.0005791857,0.0001717051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236319,"about_ca_system_score_gemma":0.0005699008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579065,"about_ca_topic_score_gemma":0.01489823,"domain_scores_codex":[0.9993418,0.0001819621,0.0001220281,0.0001261761,0.0001493375,0.00007871093],"domain_scores_gemma":[0.9973618,0.0004795135,0.001415619,0.00009501438,0.0003243991,0.0003237812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003871305,0.0000292878,0.9986845,0.00001242478,0.00003065906,0.00001862175,0.00003401895,0.00001446044,0.00009061984,0.00001214482,0.00005746897,0.0009770391],"study_design_scores_gemma":[0.000001313043,0.00002465959,0.9997122,0.000003828751,0.000007200954,0.00009776765,0.00005861147,0.00005444475,0.000006505091,0.000005403928,0.00002700341,0.000001048969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958103,0.002498668,0.0001315995,0.0001735672,0.000007752969,0.00001547653,0.0006929961,0.00001134185,0.0006583811],"genre_scores_gemma":[0.9985893,0.0007766506,0.0001328352,0.0000358515,0.00002179596,0.00001207366,0.0003333958,0.000002151549,0.0000958651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579065,"threshold_uncertainty_score":0.03139746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830965305159542,"score_gpt":0.3261483967574678,"score_spread":0.3078387437058724,"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."}}