{"id":"W1547213990","doi":"10.2310/6620.2011.10042","title":"Atopic Dermatitis in Adults","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Atopy; Atopic dermatitis; Forehead; Patch test; Family history; Disease; Medical history; Allergy; Surgery; Immunology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003408918,0.0001141792,0.000234825,0.0001383489,0.00003733097,0.00000597194,0.00008277841,0.00009919932,0.001570178],"category_scores_gemma":[0.00005893145,0.0001093797,0.00006701761,0.0001500428,0.00007805025,0.0001465442,0.00002766587,0.0001269491,0.0006305549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224935,"about_ca_system_score_gemma":0.000044822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001559771,"about_ca_topic_score_gemma":0.0001431238,"domain_scores_codex":[0.9991814,0.00004389406,0.0002698985,0.000153144,0.0001174773,0.0002341897],"domain_scores_gemma":[0.9995263,0.00002812506,0.00004436224,0.0002414467,0.00003555129,0.0001242642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008586086,0.0001809311,0.9106797,0.0002527487,0.00002366759,0.001850436,0.001885441,9.552948e-8,0.00000177822,0.0007630876,0.07947324,0.004880306],"study_design_scores_gemma":[0.001347484,0.00002155705,0.9841281,0.0002877243,0.00002126621,0.0008871069,0.0001300113,0.0000773974,0.0007729076,0.001063326,0.01115074,0.0001124181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8789363,0.0009594946,0.00007495841,0.00165775,0.0001853741,0.0002565755,0.00001183086,0.0001073017,0.1178104],"genre_scores_gemma":[0.9904154,0.0001542536,0.0007065624,0.008352509,0.00003094924,0.00004275828,0.00003237556,0.00001272154,0.0002524744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117558,"threshold_uncertainty_score":0.9993425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471670495901114,"score_gpt":0.2411091762101659,"score_spread":0.2263924712511548,"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."}}