{"id":"W3134138803","doi":"10.1097/der.0000000000000731","title":"Epidemiology and Burden of Sleep Disturbances in Atopic Dermatitis in US Adults","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Hospital Anxiety and Depression Scale; Anxiety; Quality of life (healthcare); Depression (economics); Pittsburgh Sleep Quality Index; Epidemiology; Population; Dermatology Life Quality Index; Sleep disorder; Eczema Area and Severity Index; Disease; Physical therapy; Psychiatry; Sleep quality; Internal medicine; Dermatology; 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":[0.0003761736,0.0001387357,0.0002050112,0.000810614,0.0001912664,0.0003460826,0.0002209823,0.0002792059,0.0008844134],"category_scores_gemma":[0.0009769598,0.0001614879,0.0002736243,0.001140977,0.0002074756,0.0002651848,0.0003159718,0.000259382,0.00009163292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452034,"about_ca_system_score_gemma":0.0002351813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178731,"about_ca_topic_score_gemma":0.01258997,"domain_scores_codex":[0.9996912,0.00007618242,0.0000653177,0.00006492135,0.00006785803,0.00003450589],"domain_scores_gemma":[0.9988771,0.0001039248,0.0007268609,0.00004281184,0.0001223735,0.0001269317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001710742,0.000007276738,0.9990354,0.0000107031,0.00002481129,0.00002000293,0.00001530312,0.00001554599,0.00006015391,0.000005191184,0.00006086101,0.0007278228],"study_design_scores_gemma":[0.000001067014,0.00001760288,0.9997882,0.000004541189,0.000006057821,0.00007285352,0.00002924493,0.00003144773,0.000004832365,0.000004158583,0.00003951997,5.362693e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969341,0.0016047,0.00005274064,0.00009057246,0.000007639432,0.00001106583,0.0008995701,0.000005528677,0.0003941887],"genre_scores_gemma":[0.9990025,0.0004085921,0.00004900317,0.00003235654,0.00001090776,0.000006941947,0.0004458281,7.09243e-7,0.00004306883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178731,"threshold_uncertainty_score":0.02343744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238987753233637,"score_gpt":0.2718600159298623,"score_spread":0.2594701383975259,"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."}}