{"id":"W2892179388","doi":"10.4088/jcp.17m12020","title":"Insomnia and Impaired Quality of Life in the United States","year":2018,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Comorbidity; Insomnia; Fibromyalgia; Medicine; Quality of life (healthcare); Odds ratio; Psychiatry; Depression (economics); Population; National Comorbidity Survey; Mania; Bipolar disorder; Internal medicine; Mood; Environmental health","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":[0.0007256457,0.0001756484,0.0002357419,0.0009166005,0.000292752,0.0004871859,0.0001852093,0.0002028401,0.001600638],"category_scores_gemma":[0.001998892,0.0001106124,0.0004525246,0.001326632,0.0002013437,0.0002430854,0.0006497991,0.0003581979,0.0001356626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601077,"about_ca_system_score_gemma":0.0004840207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02089388,"about_ca_topic_score_gemma":0.02217296,"domain_scores_codex":[0.9995688,0.0001240853,0.0000729873,0.00005789325,0.0001202046,0.0000560256],"domain_scores_gemma":[0.9985198,0.000119902,0.0009035532,0.00004230838,0.0002172686,0.0001971573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006880385,0.00003838805,0.9930345,0.0000672209,0.0002085764,0.00005789214,0.00007465375,0.0001329996,0.00003477355,0.00005338495,0.001711306,0.004517483],"study_design_scores_gemma":[0.000007863589,0.00003195438,0.9990295,0.00004340428,0.00004026236,0.000076017,0.00007136472,0.0001211531,0.000007652751,0.00004209162,0.0005260896,0.000002746048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777354,0.009278244,0.0001992515,0.001249559,0.0001218501,0.00003483577,0.006658104,0.00002498762,0.004697719],"genre_scores_gemma":[0.9959763,0.001319076,0.0001193175,0.0002282631,0.00005590618,0.00001946527,0.002101663,0.000001908329,0.0001781724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02089388,"threshold_uncertainty_score":0.0415445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09113724603600036,"score_gpt":0.452488848264278,"score_spread":0.3613516022282776,"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."}}