{"id":"W2923743825","doi":"10.5664/jcsm.26396","title":"Burden of Chronic Insomnia on Society","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Chronic insomnia; Insomnia; Medicine; Download; Sleep (system call); Gerontology; Psychiatry; Library science; Family medicine; Sleep disorder","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002969993,0.0001692506,0.0002581895,0.001115143,0.0007459351,0.000892048,0.0002242763,0.0008251887,0.006730725],"category_scores_gemma":[0.001856056,0.0001905286,0.0005786209,0.001451746,0.0003449389,0.0008161635,0.001089148,0.0007120034,0.0005073783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008477221,"about_ca_system_score_gemma":0.00149902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04038128,"about_ca_topic_score_gemma":0.06512021,"domain_scores_codex":[0.9995466,0.0001120185,0.00003625991,0.00003536986,0.00008890082,0.0001808461],"domain_scores_gemma":[0.9983558,0.0001104424,0.0005431991,0.00006688467,0.0003253765,0.0005982735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001974712,0.00008130477,0.9717248,0.00006430528,0.0001503907,0.0003267276,0.000433521,0.0002043243,0.0003432571,0.0006891608,0.005184247,0.02060056],"study_design_scores_gemma":[0.00001062091,0.00007061596,0.9969633,0.0000207813,0.00002748518,0.0002069234,0.0006557012,0.0001455302,0.00001192598,0.0001292309,0.001753094,0.000004749165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763555,0.00265063,0.00007505735,0.007687913,0.0001548046,0.0000142033,0.002488432,0.00001241204,0.01056107],"genre_scores_gemma":[0.9946622,0.002625408,0.00003533275,0.0002714401,0.0001972523,0.000007881353,0.0008418959,0.000002027275,0.00135658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04038128,"threshold_uncertainty_score":0.08029246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04779334339327976,"score_gpt":0.4245659451512504,"score_spread":0.3767726017579706,"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."}}