{"id":"W3107671803","doi":"10.1097/der.0000000000000680","title":"Mental Health Symptoms and Functional Impairment in Children With Atopic Dermatitis","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Agency for Healthcare Research and Quality","keywords":"Medicine; Atopic dermatitis; Odds ratio; Confidence interval; Anxiety; Depression (economics); Functional impairment; Medical Expenditure Panel Survey; Pediatrics; Psychiatry; Health care; Health insurance; Internal medicine; Dermatology","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":[0.00002652932,0.0001217457,0.0002457404,0.00005753076,0.00008342869,0.00001564191,0.00003086666,0.00004158001,0.000230128],"category_scores_gemma":[0.000008672409,0.0001038509,0.00003013661,0.0001162666,0.0000813203,0.0001118694,0.0000295272,0.0001146099,0.00004285299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004074386,"about_ca_system_score_gemma":0.0001016828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004848083,"about_ca_topic_score_gemma":0.00002831298,"domain_scores_codex":[0.9991972,0.00004477024,0.0002100797,0.0001824363,0.0001664696,0.0001990848],"domain_scores_gemma":[0.9995832,0.00001331625,0.00005149313,0.00008958041,0.00001421394,0.000248145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006777853,0.00007169955,0.9166981,0.0000882043,0.00006933749,0.00004787438,0.0005946956,0.000002069867,0.000001243222,0.00008327542,0.08076011,0.001576607],"study_design_scores_gemma":[0.002576081,0.0001526264,0.9903547,0.00009605902,0.00001966557,0.002013672,0.00008915965,0.0002284229,0.0000449423,0.00002997594,0.004296155,0.00009857427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397901,0.001520857,0.0001106316,0.05751197,0.00003569959,0.0004588341,0.00005150641,0.00006267745,0.0004576611],"genre_scores_gemma":[0.9542564,0.0001925292,0.0001855179,0.04502796,0.00004472429,0.00002837719,0.0002281991,0.00001089912,0.00002535991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07646395,"threshold_uncertainty_score":0.4234915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007034128826369379,"score_gpt":0.2279382107416624,"score_spread":0.220904081915293,"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."}}