{"id":"W2300630231","doi":"10.1097/der.0000000000000161","title":"Burden of Sleep and Fatigue in US Adults With Atopic Dermatitis","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Sleep disorder; Confidence interval; Sleep (system call); Atopic dermatitis; Cross-sectional study; National Health and Nutrition Examination Survey; Feeling; Population; Physical therapy; Gerontology; Psychiatry; Insomnia; Internal medicine; Psychology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005536985,0.000174378,0.0002843225,0.000650077,0.0002449875,0.0003401301,0.000160497,0.0003206631,0.001136083],"category_scores_gemma":[0.001716261,0.0001807933,0.0004324944,0.0008156811,0.0001654263,0.000349778,0.0003933899,0.0003765971,0.00009511495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775601,"about_ca_system_score_gemma":0.0002404184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027081,"about_ca_topic_score_gemma":0.01774236,"domain_scores_codex":[0.9995167,0.0001437328,0.00009629763,0.00007981877,0.0001020156,0.00006140448],"domain_scores_gemma":[0.9988128,0.0001252832,0.0007460103,0.00004326775,0.0001385831,0.0001341457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002734486,0.00001859989,0.997766,0.00002043901,0.00004256472,0.00003965815,0.00005781739,0.00002476067,0.00006830685,0.000006683033,0.0001267375,0.00180102],"study_design_scores_gemma":[0.000002435609,0.00004518392,0.9995081,0.00001321594,0.00001578757,0.0001541417,0.0001017102,0.00005281432,0.000008566444,0.000006275497,0.00009047973,0.00000121083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975334,0.001014292,0.0000399614,0.0001796637,0.00000991321,0.00001486365,0.0007550713,0.000003776672,0.0004489656],"genre_scores_gemma":[0.998956,0.0004248464,0.00005903937,0.00007768546,0.00001374666,0.000008816925,0.0003909712,5.353663e-7,0.00006845768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027081,"threshold_uncertainty_score":0.02042204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008233868480872021,"score_gpt":0.2349012998840193,"score_spread":0.2266674314031473,"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."}}