{"id":"W2333322094","doi":"10.1097/der.0b013e31823e1f46","title":"Atopic Dermatitis in Adults","year":2012,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Reprint; Columbia university; Family medicine; Dermatology; Media studies","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005615958,0.0003941433,0.0007993787,0.0003842866,0.00006071947,0.00002603971,0.0002027617,0.001135836,0.00206908],"category_scores_gemma":[0.00009130303,0.0003866144,0.0002270538,0.0002014883,0.0001399593,0.0002027932,0.00006808441,0.001542538,0.001965918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008776,"about_ca_system_score_gemma":0.0001325431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114055,"about_ca_topic_score_gemma":0.00004995449,"domain_scores_codex":[0.997848,0.0001528359,0.0005897065,0.0003357696,0.0003812716,0.0006924488],"domain_scores_gemma":[0.9988647,0.0001479161,0.000168049,0.0005944388,0.00006771481,0.0001571714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000192967,0.0000585519,0.103872,0.001848851,0.00006002542,0.007512732,0.0002483944,6.879952e-8,1.077509e-7,0.00001366705,0.8847731,0.001610545],"study_design_scores_gemma":[0.0009148822,0.000009384765,0.3387784,0.001071993,0.0000936504,0.002177997,0.00001312179,0.00001276624,0.00002216202,0.0001347614,0.6565225,0.0002483772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01246747,0.007641253,0.0000211009,0.9397641,0.001108606,0.0007515154,0.0001682943,0.000197654,0.03787996],"genre_scores_gemma":[0.1719105,0.0004341485,0.0001644762,0.8221013,0.001657245,0.0001378955,0.001628795,0.00006204727,0.001903591],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2349064,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062093461187027,"score_gpt":0.2440819285834941,"score_spread":0.2334609939716239,"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."}}