{"id":"W2414140072","doi":"10.2310/6620.2010.10036","title":"Patch Testing in Atopic Dermatitis","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Patch testing; Atopic dermatitis; Dermatology; Antibiotics; Allergy; Contact dermatitis; Immunology","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":[0.00006370377,0.0001171779,0.0002316958,0.0001241502,0.00006632954,0.00002063959,0.00008735565,0.0001281876,0.0007289891],"category_scores_gemma":[0.0004290569,0.0001153689,0.00005057542,0.0002323808,0.00008715859,0.0001380211,0.00003336425,0.0003330489,0.0003305758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001311695,"about_ca_system_score_gemma":0.00008010576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001784792,"about_ca_topic_score_gemma":0.0004493725,"domain_scores_codex":[0.9991309,0.00003408186,0.0002786015,0.0001582822,0.0001396402,0.0002584796],"domain_scores_gemma":[0.9993447,0.0001500392,0.00005125368,0.0002631349,0.00005760794,0.0001332418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[5.972782e-7,0.00007261507,0.942726,0.0001084773,0.000009879503,0.0008728938,0.0001749879,4.803445e-7,0.0001731714,0.000186645,0.04684358,0.008830674],"study_design_scores_gemma":[0.0007927812,0.00001032327,0.9687319,0.00009845423,0.00001997097,0.001749833,0.00003966797,0.0004365747,0.001470617,0.0009603963,0.02557239,0.0001170327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540667,0.0001922799,0.00004341464,0.005014549,0.0003093244,0.0001830006,0.000009272082,0.0001109285,0.04007054],"genre_scores_gemma":[0.9894775,0.00001751327,0.002173934,0.007960314,0.00008606267,0.00003680375,0.00002997221,0.00001487296,0.0002030895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03986745,"threshold_uncertainty_score":0.7981919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458271514459237,"score_gpt":0.2617351194571139,"score_spread":0.2471524043125215,"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."}}