{"id":"W2083940914","doi":"10.2310/6620.2007.06040","title":"Sensitivity of Petrolatum and Aqueous Vehicles for Detecting Allergy to Imidazolidinylurea, Diazolidinylurea, and DMDM Hydantoin: A Retrospective Analysis from the North American Contact Dermatitis Group","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergen; Allergy; Dermatology; Formaldehyde; Contact allergy; Contact dermatitis; Allergic contact dermatitis; Aqueous solution; Immunology; Organic chemistry; Chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.0004780796,0.0003607428,0.001081988,0.0003156293,0.0003224891,0.0001079073,0.0001035455,0.00008260257,0.00001586775],"category_scores_gemma":[0.0004584146,0.0002945777,0.0003069319,0.0007736725,0.0001846811,0.0002018018,0.0001264112,0.0002538729,0.000001882612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050331,"about_ca_system_score_gemma":0.00003738066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01308505,"about_ca_topic_score_gemma":0.131297,"domain_scores_codex":[0.9978209,0.0001302709,0.0006634399,0.0004839531,0.0003850719,0.0005163593],"domain_scores_gemma":[0.9970235,0.001596969,0.0003992365,0.0004307517,0.0002437755,0.0003057735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008607311,0.00007446014,0.9398303,0.00008373822,0.002102565,0.000200382,0.003943075,0.000009819005,0.003290834,0.0002022131,0.0009967174,0.04917984],"study_design_scores_gemma":[0.001142466,0.0002862626,0.9886084,0.0001090648,0.0006946623,0.0002059109,0.001371031,0.002580351,0.002399944,0.00007437687,0.00221598,0.0003116048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827612,0.0007709773,0.01199734,0.002973259,0.00007222043,0.0007429398,0.0004131713,0.00007445685,0.0001944332],"genre_scores_gemma":[0.9936997,0.0003995592,0.002383321,0.003134713,0.0001773945,0.00004541426,0.0001052855,0.00004059811,0.00001403409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118212,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007938743809180759,"score_gpt":0.2351303299666168,"score_spread":0.227191586157436,"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."}}