{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002391158,0.0001474916,0.000650572,0.0000959902,0.00003735749,0.000003232672,0.0001686845,0.0001856036,0.0007114353],"category_scores_gemma":[0.0009586283,0.00009239625,0.0001046827,0.0001277601,0.0008601968,0.0001528148,0.00003825638,0.0006196589,0.00000922667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007306466,"about_ca_system_score_gemma":0.00001677813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000016106,"about_ca_topic_score_gemma":0.000001030959,"domain_scores_codex":[0.9974211,0.0002688513,0.001504233,0.0001705763,0.000370578,0.0002646802],"domain_scores_gemma":[0.9967281,0.00141668,0.001080219,0.0001937879,0.0001567189,0.0004244791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00113452,0.000757517,0.8152169,0.0001170321,0.0009846997,0.00003427897,0.002898882,0.000007367836,0.00004687586,0.0009036727,0.01289864,0.1649996],"study_design_scores_gemma":[0.006959222,0.001574852,0.9769428,0.0003667965,0.0006197406,0.0002535727,0.0004421226,0.00006370631,0.000007154418,0.0009620534,0.011666,0.0001419887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394933,0.04995682,0.0009107715,0.004127733,0.001974887,0.0001224328,0.000003865598,0.000005904292,0.003404313],"genre_scores_gemma":[0.9913606,0.006074565,0.000289369,0.000692424,0.0008224397,0.000001312453,8.824265e-7,0.0000133241,0.0007450562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648576,"threshold_uncertainty_score":0.7789718,"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."}}