{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001235098,0.00007536479,0.0001193043,0.0001223515,0.00004761611,0.000002889989,0.0001770861,0.00005173319,0.0007206235],"category_scores_gemma":[0.000008125959,0.00004912143,0.00003273823,0.0001096769,0.00005179233,0.00002787793,0.000002734439,0.0001555875,0.000004152281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518846,"about_ca_system_score_gemma":0.004334228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817179,"about_ca_topic_score_gemma":0.9994902,"domain_scores_codex":[0.9993461,0.00007249948,0.000264349,0.00006605214,0.00006775995,0.0001832433],"domain_scores_gemma":[0.9994577,0.00002000122,0.000162478,0.0001221248,0.0000337566,0.0002039774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005785079,0.00005218146,0.9815249,0.0000163667,0.0002262007,0.00006048445,0.005830615,0.00001106327,0.000001588538,0.007877678,0.002145703,0.002195362],"study_design_scores_gemma":[0.001519172,0.0002995591,0.9905279,0.00008430742,0.0001481986,0.0002087516,0.003633426,0.000006269171,0.00001651809,0.002728138,0.0007264789,0.0001013105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971747,0.0164333,3.748059e-7,0.001456229,0.001655363,0.00008588804,0.00001209403,6.994322e-7,0.008608994],"genre_scores_gemma":[0.9993214,0.0001526561,0.00005580396,0.000173858,0.00003917844,0.000001360087,1.099737e-7,0.000007072132,0.0002485344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02757437,"threshold_uncertainty_score":0.7890322,"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."}}