{"id":"W195896834","doi":"10.1177/070674371105600905","title":"Prevalence of Insomnia and its Treatment in Canada","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Psychiatry; Medicine; Psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005107161,0.0001943827,0.0003105128,0.001644348,0.002512245,0.0008612543,0.001176606,0.0004345533,0.00335265],"category_scores_gemma":[0.002202922,0.0003036564,0.0005201292,0.003444251,0.0004625564,0.0003008991,0.000736277,0.0006486474,0.0002178421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02936129,"about_ca_system_score_gemma":0.04880252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964018,"about_ca_topic_score_gemma":0.9971687,"domain_scores_codex":[0.9988549,0.00004937187,0.00006853718,0.0000958596,0.0005719719,0.0003592485],"domain_scores_gemma":[0.9975119,0.00006764264,0.0004074226,0.00002987898,0.001389896,0.0005933116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006786513,0.00005971659,0.973669,0.0001600069,0.00004849297,0.0001496438,0.0007098733,0.0001204516,0.0001992423,0.0002793078,0.006711524,0.01782493],"study_design_scores_gemma":[0.00001027036,0.00001794381,0.9964084,0.00006990072,0.00001175113,0.0001058672,0.0006356238,0.0001890075,0.00003821373,0.00002207499,0.002481962,0.00000899419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555403,0.006421617,0.000285907,0.003904607,0.000102712,0.0001837106,0.01529086,0.00006078169,0.01820956],"genre_scores_gemma":[0.9915514,0.002478841,0.000324222,0.0004773656,0.00002130807,0.00004471036,0.00301763,0.000008861297,0.002075702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02936129,"threshold_uncertainty_score":0.2130321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727193477055578,"score_gpt":0.2314082664960197,"score_spread":0.2141363317254639,"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."}}