{"id":"W179118820","doi":"10.2310/6620.2009.08089","title":"Consumer Allergy to Oxidative Hair Coloring Products: Epidemiologic Data in the Literature","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hair dyes; Medicine; Dermatology; Contact allergy; Patch test; Atopic dermatitis; p-Phenylenediamine; Allergy; Population; Contact dermatitis; Environmental health; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004240705,0.0001750094,0.0003527167,0.0001174379,0.0000802247,0.00007903475,0.0004052629,0.00007356156,0.00006502491],"category_scores_gemma":[0.001050884,0.0001131777,0.00003586043,0.0004713554,0.00003424368,0.0003193907,0.00009472518,0.0002886081,0.00007957202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003553596,"about_ca_system_score_gemma":0.0000503947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008251268,"about_ca_topic_score_gemma":0.0002087311,"domain_scores_codex":[0.9986059,0.0001726551,0.0003723158,0.0003398999,0.0002110429,0.0002981864],"domain_scores_gemma":[0.998637,0.0002140036,0.00007569953,0.0009051426,0.00009381387,0.0000744085],"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":[0.0000443984,0.0003400857,0.01218946,0.0001937412,0.0001319021,0.001615286,0.01609959,0.00002487047,0.001186858,0.004471625,0.9020566,0.06164556],"study_design_scores_gemma":[0.0005347434,0.0001313372,0.5047467,0.0004545687,0.00001274187,0.000328264,0.0006065209,0.0001275587,0.0003613849,0.0003521155,0.49219,0.0001540534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6854274,0.006111921,0.0001838121,0.2973127,0.0002610765,0.001361901,0.000138648,0.0001255108,0.009077113],"genre_scores_gemma":[0.938202,0.0009846101,0.001909383,0.05812596,0.0001625939,0.00003596178,0.0003683211,0.000007042323,0.0002040922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4925572,"threshold_uncertainty_score":0.4615254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335563651264066,"score_gpt":0.3064157714745686,"score_spread":0.2630601349619279,"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."}}