{"id":"W3112575869","doi":"10.1097/der.0000000000000715","title":"Financial Burden of Atopic Dermatitis Out-of-Pocket Health Care Expenses in the United States","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; National Eczema Association","keywords":"Medicine; Medical prescription; Atopic dermatitis; Family medicine; Health care; Nursing; 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":[0.00005077501,0.0001207067,0.0004170407,0.0001068648,0.00005146943,0.000006939929,0.0001560069,0.0000682066,0.0001430184],"category_scores_gemma":[0.0002149337,0.00009510692,0.00008232157,0.0002889079,0.0001317886,0.00006142208,0.0000336956,0.0001409511,0.00001789198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001801696,"about_ca_system_score_gemma":0.0001892309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005468003,"about_ca_topic_score_gemma":0.0001215703,"domain_scores_codex":[0.9988024,0.0001931192,0.0004693917,0.0001252543,0.0002170316,0.0001927981],"domain_scores_gemma":[0.999308,0.0001562638,0.0001604667,0.0002055518,0.00009031518,0.00007944117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003381648,0.0001587157,0.1326186,0.003696033,0.00007286901,0.0006177476,0.2139307,0.00008096471,0.00001716929,0.0006932697,0.6412424,0.006837661],"study_design_scores_gemma":[0.00343686,0.0003531562,0.792555,0.0008265041,0.0001049861,0.0001844623,0.02700387,0.0008794955,0.002487993,0.0005596888,0.1713234,0.000284508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499314,0.0047501,0.000106876,0.04362475,0.0001118344,0.0004340151,0.0001864076,0.00003332198,0.0008212659],"genre_scores_gemma":[0.9603187,0.0004429559,0.00017392,0.03857857,0.00005611778,0.00002114466,0.0003919817,0.000009408206,0.000007239256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6599365,"threshold_uncertainty_score":0.3878348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308352232143258,"score_gpt":0.289855531102691,"score_spread":0.2667720087812585,"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."}}