{"id":"W2885257319","doi":"10.1016/j.anai.2018.07.042","title":"Association of atopic dermatitis with allergic, autoimmune, and cardiovascular comorbidities in US adults","year":2018,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Glenmark Pharmaceuticals; Kiniksa Pharmaceuticals; GlaxoSmithKline; Asthma and Allergy Foundation of America; Regeneron Pharmaceuticals; Sunovion; University of Pennsylvania; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Celgene; Pfizer; National Eczema Association; Galderma; Ortho Dermatologics; Eli Lilly and Company; Genentech; Valeant Pharmaceuticals International; Sanofi","keywords":"Medicine; Atopic dermatitis; Odds ratio; Internal medicine; Hay fever; Confidence interval; Asthma; Depression (economics); Diabetes mellitus; Population; Anxiety; Logistic regression; Disease; Immunology; Psychiatry; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001828664,0.0001445174,0.0006424059,0.000184401,0.00004462566,0.000003395479,0.00009845678,0.0002120482,0.000155873],"category_scores_gemma":[0.0001141265,0.0001304089,0.0001313136,0.0001445224,0.0004674869,0.00009865331,0.00005901667,0.0001393469,0.000008978594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001227474,"about_ca_system_score_gemma":0.0000833343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000528074,"about_ca_topic_score_gemma":0.0003952428,"domain_scores_codex":[0.998802,0.0001694881,0.0003886838,0.0001951949,0.0001824437,0.0002621758],"domain_scores_gemma":[0.9989845,0.0000871493,0.0002049008,0.0003321579,0.0003557462,0.00003559554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007935706,0.00313785,0.8198479,0.001508079,0.05136877,0.001418389,0.01407719,0.0001458513,0.001742401,0.0104573,0.04754406,0.04081648],"study_design_scores_gemma":[0.002370303,0.0005352474,0.9356533,0.0002328241,0.00001174678,0.0001757045,0.000345702,0.00002873921,0.004729694,0.0001577758,0.0556521,0.0001068613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972561,0.02331375,0.00001472487,0.00142277,0.00009566585,0.0001389636,0.000008495999,0.0000215352,0.002423097],"genre_scores_gemma":[0.9934016,0.005806707,0.0001176945,0.0003754271,0.00002618032,0.00001416512,0.00002686646,0.00001260315,0.0002187319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158054,"threshold_uncertainty_score":0.5317919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119724524528457,"score_gpt":0.2428789101863674,"score_spread":0.2316816649410829,"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."}}