{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000289587,0.0001090164,0.0002822938,0.0001136349,0.00002407382,0.00000502469,0.00005303819,0.00007390345,0.0001860734],"category_scores_gemma":[0.00006148277,0.00007062222,0.00002827973,0.0001016901,0.0001690158,0.0001363855,0.00002412112,0.00005507711,0.0000206207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001481489,"about_ca_system_score_gemma":0.00003409956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000147656,"about_ca_topic_score_gemma":0.000152791,"domain_scores_codex":[0.9992682,0.00004100223,0.0002449194,0.0001439288,0.000133771,0.0001681612],"domain_scores_gemma":[0.9994928,0.00009549787,0.00007119602,0.0001913008,0.00005243376,0.00009675029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001547305,0.00004931039,0.9768954,0.0003943893,0.00004350541,0.0004761866,0.0008556772,0.00000112015,0.00004273246,0.0002092525,0.005930013,0.01508696],"study_design_scores_gemma":[0.003194864,0.00005650354,0.9892374,0.001078334,0.00003649564,0.0007466879,0.0001223901,0.0001103936,0.001939875,0.000198864,0.003176033,0.0001022035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904355,0.0007813277,0.0002048892,0.005055803,0.00003602051,0.0002238383,0.00002639339,0.00002897653,0.003207205],"genre_scores_gemma":[0.9981276,0.0002676241,0.0003785012,0.001049726,0.00002259971,0.00002648875,0.00001144049,0.00001062728,0.0001053267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01498476,"threshold_uncertainty_score":0.2879891,"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."}}