{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001003133,0.0001081,0.0005451672,0.000117975,0.00002058687,0.000002470172,0.00005309686,0.0001208381,0.0001438262],"category_scores_gemma":[0.0006312092,0.0001047026,0.00005038443,0.0001935523,0.0001578566,0.00009083439,0.00004593089,0.000139769,0.00001231752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002015269,"about_ca_system_score_gemma":0.00005192729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004805724,"about_ca_topic_score_gemma":0.0009689472,"domain_scores_codex":[0.9987878,0.0002134549,0.0005001042,0.0001998825,0.00007485684,0.0002239284],"domain_scores_gemma":[0.9992358,0.000358894,0.00008947996,0.000189752,0.00004498567,0.00008106268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006764678,0.00006403654,0.9898297,0.0004927557,0.00002034134,0.001121306,0.0007286257,0.00001118638,0.000005937346,0.000396513,0.003601578,0.003721288],"study_design_scores_gemma":[0.001566135,0.00001598464,0.9909136,0.0004923997,0.00002051095,0.0007830331,0.0002802129,0.0008415494,0.0004064434,0.001443775,0.003148267,0.00008811165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971559,0.01796314,0.00002670534,0.007561797,0.00009949475,0.000143567,0.00002089525,0.00001476278,0.002610628],"genre_scores_gemma":[0.994565,0.001388842,0.0004275925,0.003422048,0.00002844965,0.00002737232,0.00006254689,0.000006948192,0.00007116178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02300603,"threshold_uncertainty_score":0.426965,"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."}}