{"id":"W4283691823","doi":"10.1001/jamadermatol.2022.1906","title":"The Multidimensional Burden of Atopic Dermatitis Among Adults","year":2022,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Atopic dermatitis; Disease burden; Young adult; Burden of disease; Ordinal regression; Disease; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008372515,0.0002084565,0.000199346,0.001016932,0.0003055053,0.0005757174,0.0002130601,0.0002902607,0.001795188],"category_scores_gemma":[0.003277051,0.0001470061,0.0002956105,0.001526475,0.0002338139,0.0007281909,0.00064531,0.0003816789,0.0002306153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002076202,"about_ca_system_score_gemma":0.0002783851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034292,"about_ca_topic_score_gemma":0.005245737,"domain_scores_codex":[0.9992206,0.0002928213,0.0001538825,0.00008993828,0.0001766464,0.00006606554],"domain_scores_gemma":[0.998049,0.0002651224,0.001288132,0.00007488569,0.0001428385,0.0001799219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001244516,0.00001074828,0.9970252,0.00001836731,0.00002301636,0.00001710224,0.00007952062,0.00002582359,0.00003975115,0.00001302013,0.0001866757,0.002548313],"study_design_scores_gemma":[0.000002080613,0.00003174449,0.9991512,0.00001857868,0.00001092202,0.0001500576,0.0002030339,0.0001085089,0.00001635666,0.00003356412,0.0002715065,0.000002498005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960891,0.001086119,0.0001841573,0.0004954117,0.00001249306,0.00002035902,0.001132309,0.000006661044,0.0009735129],"genre_scores_gemma":[0.9984921,0.0004634613,0.0002584889,0.00007960421,0.00002687292,0.00001411635,0.0005662096,8.133854e-7,0.00009823951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003034292,"threshold_uncertainty_score":0.006033242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006378302108169502,"score_gpt":0.2379523203524569,"score_spread":0.2315740182442874,"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."}}