{"id":"W2400056321","doi":"10.2310/6620.2010.09077","title":"Allergic Contact Dermatitis from Formaldehyde Textile Resins","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Consumer Product Safety Commission","keywords":"Formaldehyde; Allergic contact dermatitis; Textile; Contact dermatitis; Medicine; Dermatology; Composite material; Allergy; Organic chemistry; Materials science; Chemistry; 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":["insufficient_payload"],"category_scores_codex":[0.00009560276,0.0003516042,0.0005925078,0.0001808366,0.0002449692,0.0001724113,0.0002539158,0.0002391798,0.007603041],"category_scores_gemma":[0.0001265914,0.0003258248,0.000251093,0.0001892249,0.00009044541,0.0006014293,0.0001062568,0.0006313949,0.0011898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004921398,"about_ca_system_score_gemma":0.0001465682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215026,"about_ca_topic_score_gemma":0.003865645,"domain_scores_codex":[0.9979266,0.00004546532,0.0006450702,0.0003541764,0.0004882278,0.0005404469],"domain_scores_gemma":[0.9983642,0.0001713841,0.00018634,0.0007515313,0.0001567034,0.0003699133],"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":[0.0000337101,0.0004863694,0.0664049,0.0003201072,0.0006044922,0.002196868,0.004574946,0.000004191772,0.0359408,0.008063014,0.8221642,0.05920636],"study_design_scores_gemma":[0.001691029,0.00006481608,0.5123804,0.0001396444,0.00006035109,0.0005361973,0.0001902862,0.0006067441,0.007037862,0.000500389,0.4764967,0.0002955944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175441,0.0004337782,0.0003137523,0.01315483,0.0009939462,0.0005283589,0.0002653812,0.0003709604,0.06639493],"genre_scores_gemma":[0.9796493,0.0004057839,0.002558567,0.01515994,0.000506469,0.00006908036,0.0004568138,0.00006146501,0.001132572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4459755,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018752837431092,"score_gpt":0.2405156907088628,"score_spread":0.2303281623345519,"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."}}