{"id":"W2469065067","doi":"10.2310/6620.2011.10081","title":"Allergy to Methyldibromoglutaronitrile/Phenoxyethanol (Euxyl K 400): Regulatory Issues, Epidemiology, Clinical Characteristics, and Management","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Contact allergy; Allergy; Dermatology; Patch test; Contact dermatitis; Environmental health; Family medicine; Immunology; Internal medicine","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":[0.0006611524,0.0002871295,0.0008854306,0.0001839809,0.0001048838,0.00002021585,0.0001735667,0.0001853158,0.001271607],"category_scores_gemma":[0.0002610649,0.000264498,0.0001556482,0.0001209663,0.0001695492,0.0001393637,0.0002421332,0.0002470235,0.0003225249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004496237,"about_ca_system_score_gemma":0.00003203293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002363457,"about_ca_topic_score_gemma":0.00006901608,"domain_scores_codex":[0.9975682,0.0002531162,0.00103001,0.0004765329,0.0001994071,0.0004727524],"domain_scores_gemma":[0.9984329,0.0001788441,0.0001996104,0.0006329461,0.00009264953,0.0004630223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001556929,0.0005666752,0.230625,0.0009796533,0.001674691,0.00156581,0.003506701,4.566663e-7,0.0001478447,0.03038104,0.4046589,0.3257375],"study_design_scores_gemma":[0.000713099,0.0001674475,0.6932446,0.0002015205,0.00006773857,0.0001365846,0.0001194834,0.00003943819,0.0001353501,0.0006543032,0.3043129,0.0002075494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400609,0.006064046,0.00134016,0.02139757,0.001608851,0.00181174,0.0001060618,0.0004365083,0.02717413],"genre_scores_gemma":[0.9280599,0.01138885,0.03139028,0.02596447,0.0004719883,0.0001126479,0.0000993484,0.00006612066,0.002446412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626196,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06690105105346154,"score_gpt":0.3307769793321123,"score_spread":0.2638759282786508,"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."}}