{"id":"W2014263546","doi":"10.1097/der.0b013e3182a5d8bc","title":"Allergy to Cosmetics","year":2013,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Medicine; Dermatology; Patch testing; Allergic contact dermatitis; Personal care; Contact dermatitis; Contact allergy; Skin care; Allergy; Intensive care medicine; Family medicine; Nursing; Pathology; 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":[0.00004768602,0.0004352931,0.001933872,0.0002918638,0.00006101057,0.0001056118,0.0002105467,0.0002531971,0.002250944],"category_scores_gemma":[0.00007626926,0.0003436099,0.0004987979,0.0002778582,0.00002678972,0.00007748438,0.0001344977,0.0003064814,0.006829896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113878,"about_ca_system_score_gemma":0.0002079416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003999089,"about_ca_topic_score_gemma":0.00002035274,"domain_scores_codex":[0.9982578,0.00006043658,0.0007073048,0.0002999528,0.0003182326,0.0003563438],"domain_scores_gemma":[0.9986715,0.00009588845,0.0001776492,0.0005987419,0.0001117518,0.0003444429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.097146e-7,0.00001917018,3.709924e-7,0.006248303,0.0001678623,0.0001082736,0.0001045031,4.548867e-8,7.707133e-8,0.0001782175,0.3164271,0.676746],"study_design_scores_gemma":[0.0001656767,0.0000569441,0.00005877962,0.01390308,0.000286946,0.0007576827,0.00003007674,0.000004204687,0.000001197041,0.00001407868,0.9843783,0.0003430304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004687717,0.9790505,0.0001016419,0.001008393,0.0004405364,0.00135672,0.00005185536,0.0001270494,0.01785864],"genre_scores_gemma":[0.000004399068,0.986028,0.001592368,0.004777804,0.0003041047,0.0003739395,0.0002896617,0.00008877934,0.006541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6764029,"threshold_uncertainty_score":0.9999016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474513167384528,"score_gpt":0.3204660013600193,"score_spread":0.275720869686174,"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."}}