{"id":"W2523252149","doi":"10.1097/der.0000000000000209","title":"Contact Sensitization to Emulsifying Agents: An Underrated Issue?","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sensitization; Concomitant; Cosmetics; Dermatology; Patch test; Allergy; Polyethylene glycol; Hair dyes; Allergic contact dermatitis; Allergen; Lanolin; Contact dermatitis; Immunology; Internal medicine; Pathology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005514777,0.0001548706,0.0002541959,0.0001345084,0.0000962081,0.0000588677,0.0000627027,0.0000670676,0.002082198],"category_scores_gemma":[0.0001180622,0.0001089136,0.00005405704,0.0001877868,0.00001579475,0.0003791286,0.00003001918,0.00005267124,0.0009638292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008995664,"about_ca_system_score_gemma":0.00003752088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005796,"about_ca_topic_score_gemma":0.0002265436,"domain_scores_codex":[0.9989947,0.00005286159,0.0002772362,0.0002088888,0.0002199004,0.0002464085],"domain_scores_gemma":[0.9992008,0.000062079,0.00006067129,0.0002912554,0.0001449824,0.0002402608],"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":[0.00007549536,0.0003874373,0.1380475,0.0003793027,0.0003947857,0.001183501,0.007121773,0.0000237313,0.1655294,0.003202898,0.4881016,0.1955526],"study_design_scores_gemma":[0.002100013,0.0002386996,0.8219814,0.0005975304,0.00004001465,0.0002964618,0.0003168547,0.0006092326,0.007019184,0.0002299483,0.1662537,0.0003170088],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249398,0.00007090159,0.007332896,0.0544643,0.0003782191,0.0004884193,0.00003761409,0.0002368753,0.01205094],"genre_scores_gemma":[0.9804562,0.00009488848,0.0005140975,0.016291,0.0002125937,0.00001580706,0.00006139118,0.00002894304,0.002325069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6839339,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629256369903745,"score_gpt":0.2891061413906905,"score_spread":0.262813577691653,"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."}}