{"id":"W3111090824","doi":"10.1097/der.0000000000000687","title":"High Levels of Psychological Distress, Sleep Disturbance, and Alcohol Use Disorder in Adults With Atopic Dermatitis","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pittsburgh Sleep Quality Index; Atopic dermatitis; Dermatology Life Quality Index; Sleep disorder; Depression (economics); Alcohol Use Disorders Identification Test; Quality of life (healthcare); Center for Epidemiologic Studies Depression Scale; Eczema Area and Severity Index; Alcohol abuse; Distress; Psychiatry; Disease; Internal medicine; Anxiety; Poison control; Clinical psychology; Injury prevention; Dermatology; Sleep quality; Insomnia; 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":[0.00001935308,0.0001807488,0.0004563518,0.00005230238,0.00004205401,0.00001792253,0.00008824969,0.0001109498,0.000200274],"category_scores_gemma":[0.0001180404,0.0001399743,0.00004839144,0.0002162674,0.0002776998,0.0002146469,0.00004403483,0.0001735389,0.00001472667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009200911,"about_ca_system_score_gemma":0.00001178047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000854466,"about_ca_topic_score_gemma":0.00009798422,"domain_scores_codex":[0.9988961,0.00006681478,0.000353397,0.0002840541,0.0001823576,0.0002172954],"domain_scores_gemma":[0.9993588,0.00009864059,0.0001002355,0.0002129781,0.00004801417,0.0001813511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004627509,0.0001971711,0.9840235,0.0005167721,0.00004167701,0.0006857679,0.0005785923,0.000006864943,0.000005257386,0.0003699772,0.009217408,0.00431078],"study_design_scores_gemma":[0.003860818,0.0001080663,0.992722,0.0003622966,0.00005090758,0.0002786317,0.00009131144,0.0002363415,0.0001254765,0.0001244897,0.001882961,0.000156695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905354,0.0009568252,0.0003014626,0.007045261,0.00004285914,0.0003558441,0.0002671256,0.00005055035,0.0004446094],"genre_scores_gemma":[0.9929475,0.0002329635,0.0007600714,0.005836062,0.00002742521,0.00004036247,0.0001132796,0.00001527336,0.00002704617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008698546,"threshold_uncertainty_score":0.5707985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838689739907443,"score_gpt":0.2639648557840101,"score_spread":0.2455779583849357,"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."}}