{"id":"W3106710293","doi":"10.1016/j.jaad.2020.06.655","title":"15112 Epidemiology of atopic dermatitis in children aged 6-11 years: A cross-sectional Study in the United States, Canada, Europe, and Japan","year":2020,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Atopic dermatitis; Epidemiology; Environmental health; Dermatology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004677833,0.0005116077,0.0005833899,0.0016364,0.001280341,0.0009535782,0.0007123296,0.0006537959,0.001460703],"category_scores_gemma":[0.0008579015,0.0006473326,0.0008561417,0.003930763,0.0004807743,0.0005542593,0.0005643481,0.0009151995,0.000236155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003078067,"about_ca_system_score_gemma":0.0032459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7603555,"about_ca_topic_score_gemma":0.8122588,"domain_scores_codex":[0.9992674,0.00008887971,0.00008436883,0.0001414096,0.0002056293,0.000212367],"domain_scores_gemma":[0.9985891,0.00008262597,0.0003794243,0.00005089739,0.0004306741,0.0004672222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001371486,0.00001388959,0.9995609,0.000005080028,0.00002497182,0.00003413588,0.00005912342,0.000008205457,0.00004611463,0.000004844448,0.0000632892,0.0001657122],"study_design_scores_gemma":[9.084562e-7,0.0000117624,0.9995242,0.00000459689,0.00001168769,0.00004211925,0.000307209,0.00001483444,0.000008308229,0.00000113365,0.00007188715,0.000001444353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969653,0.000496466,0.00003250006,0.00004500673,0.00001234273,0.00001536435,0.001690577,0.000004018371,0.0007383613],"genre_scores_gemma":[0.9977667,0.0005077883,0.00008115483,0.00006016198,0.00001031965,0.00001736423,0.00114807,0.00000365628,0.0004046708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396445,"threshold_uncertainty_score":0.4821115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618602279040335,"score_gpt":0.3190086213192534,"score_spread":0.2928225985288501,"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."}}