{"id":"W2403041073","doi":"10.2310/6620.2010.10007","title":"Localized Dermographism Presenting As Allergic Contact Dermatitis from Spectacle Frames","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Spectacle; Dermatology; Allergy; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005559868,0.0002633906,0.0004511189,0.0001554422,0.0001630422,0.0001377283,0.0001871287,0.0001881142,0.006294686],"category_scores_gemma":[0.0002831611,0.0002480003,0.0002861108,0.0002256518,0.0001186554,0.0002433619,0.00008349008,0.0003708676,0.0006135125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001664966,"about_ca_system_score_gemma":0.00008026361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417018,"about_ca_topic_score_gemma":0.0002128092,"domain_scores_codex":[0.9983059,0.00004931789,0.0004140701,0.000349962,0.0004272135,0.000453604],"domain_scores_gemma":[0.9985323,0.0002694262,0.0001363284,0.0005569526,0.0001093873,0.0003955948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001821683,0.0003798125,0.8264791,0.0001877401,0.0005271602,0.001488967,0.001032475,0.000001947097,0.006715558,0.002447298,0.1517038,0.009017826],"study_design_scores_gemma":[0.002392993,0.00004749526,0.8612685,0.0001567929,0.0001804866,0.000207719,0.000206176,0.001050872,0.01119787,0.005425406,0.1175447,0.0003210193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739712,0.00131228,0.0001137411,0.004487707,0.0005531082,0.0004139779,0.00009406252,0.0002806458,0.01877331],"genre_scores_gemma":[0.9859034,0.0001916606,0.002135824,0.01073222,0.0004753798,0.00005401154,0.0002675146,0.0000511273,0.0001888151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03478936,"threshold_uncertainty_score":0.9999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007166243887678087,"score_gpt":0.2479409807582587,"score_spread":0.2407747368705806,"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."}}