{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003634696,0.0001639755,0.0002625435,0.0005671316,0.0004014839,0.0004690038,0.0001778321,0.0003562704,0.001941292],"category_scores_gemma":[0.001644865,0.0001960633,0.0002107418,0.0006899465,0.0002422098,0.0003347509,0.0003805861,0.0004892994,0.000182393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002575846,"about_ca_system_score_gemma":0.000219029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700454,"about_ca_topic_score_gemma":0.006297002,"domain_scores_codex":[0.9996896,0.00008153175,0.00005748479,0.00004307096,0.00007910261,0.00004922537],"domain_scores_gemma":[0.9989942,0.0001345549,0.000537926,0.00002550834,0.00008548728,0.0002223275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002669462,0.0000200859,0.9988443,0.00001024382,0.00001307986,0.00006408912,0.00006863593,0.000008527185,0.00007553949,0.000003477668,0.00006843665,0.0007969493],"study_design_scores_gemma":[0.000002215888,0.00003638422,0.9995329,0.000004462501,0.000006214434,0.0002020499,0.0001297039,0.00002280787,0.000006503652,0.0000041879,0.0000517128,8.057209e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988018,0.0004404835,0.00002119087,0.0001174171,0.000007071411,0.00001202128,0.0001681486,0.000002063975,0.0004298821],"genre_scores_gemma":[0.999558,0.0001618632,0.00003578242,0.00005082061,0.00001102904,0.000006440396,0.0001002164,4.204855e-7,0.00007546491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700454,"threshold_uncertainty_score":0.007357836,"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."}}