{"id":"W3135703712","doi":"10.1097/der.0000000000000733","title":"Atopic Dermatitis is Associated with Lower Patient Satisfaction in US Adults","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical Expenditure Panel Survey; Atopic dermatitis; Odds ratio; Confidence interval; Patient satisfaction; Logistic regression; Demography; Family medicine; Percentile; Young adult; Household income; Health care; Pediatrics; Gerontology; Health insurance; Internal medicine; Dermatology; Surgery","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":[0.0006744395,0.0001273849,0.0002686204,0.0005161294,0.0002539491,0.0005831817,0.0001707839,0.000391256,0.003046765],"category_scores_gemma":[0.003462394,0.0001266312,0.0006347627,0.001091394,0.0002081874,0.0002803764,0.0003889698,0.0006483936,0.000189125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917222,"about_ca_system_score_gemma":0.0002782372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472102,"about_ca_topic_score_gemma":0.004877991,"domain_scores_codex":[0.9992187,0.0002851326,0.0001435454,0.00009872251,0.0001580852,0.00009580165],"domain_scores_gemma":[0.9969375,0.0004494288,0.001936977,0.00008045973,0.0002839092,0.0003117553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003053366,0.00001364961,0.9985038,0.00001227785,0.0000405075,0.00001903276,0.00003315447,0.0000132767,0.00002490455,0.00001021426,0.0002095197,0.001089121],"study_design_scores_gemma":[0.00000285188,0.00003696608,0.9994598,0.000009568225,0.00001675644,0.000102,0.0000960164,0.0000873391,0.00001094298,0.00001408447,0.0001620071,0.000001632198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962792,0.0008509108,0.00007510639,0.0005424035,0.00001439741,0.00001020768,0.001015152,0.000006834261,0.001205836],"genre_scores_gemma":[0.9993134,0.0001362166,0.00004974521,0.0001288924,0.00001111414,0.000005119873,0.0003022584,9.003485e-7,0.00005238656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004472102,"threshold_uncertainty_score":0.01019239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005847328114258199,"score_gpt":0.2201815912739233,"score_spread":0.2143342631596651,"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."}}