{"id":"W2039835883","doi":"10.5664/jcsm.1668","title":"State and Regional Prevalence of Sleep Disturbance and Daytime Fatigue","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"Centers for Disease Control and Prevention; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Demography; Medicine; Behavioral Risk Factor Surveillance System; Sleep disorder; Depression (economics); Covariate; Census; Population; Psychiatry; Environmental health; Insomnia; Statistics","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":[0.0004492212,0.0001551098,0.0002566,0.000848246,0.0002595363,0.0004336181,0.0002540505,0.0002962499,0.002240745],"category_scores_gemma":[0.002316298,0.0002302423,0.0004206757,0.0007161372,0.0003643175,0.0005619868,0.0005365195,0.0002836172,0.0003059932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847233,"about_ca_system_score_gemma":0.0001388445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007789619,"about_ca_topic_score_gemma":0.01101935,"domain_scores_codex":[0.9998011,0.00005025877,0.00003219924,0.00005175238,0.00002251057,0.00004219839],"domain_scores_gemma":[0.9982612,0.0003321918,0.0009125292,0.0001137804,0.0001740113,0.0002064102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923189,0.00002015132,0.997982,0.000008338875,0.00007006949,0.00003613772,0.0002240086,0.00004622252,0.0005433302,0.0000133673,0.00002866132,0.000735321],"study_design_scores_gemma":[0.000001728156,0.00005453428,0.9996377,0.000001162529,0.00001160666,0.00006318166,0.000154073,0.00003358607,0.00001502655,0.000004802476,0.00002093724,0.000001568877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99926,0.00009218088,0.00002576326,0.000009665435,0.000001425456,0.00000363777,0.000198743,0.00000218904,0.0004063235],"genre_scores_gemma":[0.9996834,0.00003604358,0.00002334364,0.000003622286,0.000002445092,0.000002441841,0.0001437561,9.945395e-7,0.0001038691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007789619,"threshold_uncertainty_score":0.01548856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07447166566056447,"score_gpt":0.4113387328763723,"score_spread":0.3368670672158079,"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."}}