{"id":"W145976779","doi":"10.2310/6620.2010.09099","title":"Emergent and Unusual Allergens in Cosmetics","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"Les Laboratories Pierre Fabre","keywords":"Cosmetics; Dermatology; Medicine; Allergen; Allergic contact dermatitis; Allergy; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005804451,0.00009649428,0.0001841962,0.0000980346,0.00003570468,0.00002025341,0.00003872533,0.00006319718,0.0006011041],"category_scores_gemma":[0.00005185821,0.00008938718,0.00003391386,0.00009202208,0.00004255322,0.00006798947,0.00003727472,0.0002043013,0.0000440781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009269998,"about_ca_system_score_gemma":0.00002886583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007326317,"about_ca_topic_score_gemma":0.001289832,"domain_scores_codex":[0.9993448,0.00001251099,0.0002211642,0.0001187526,0.0001329837,0.0001698009],"domain_scores_gemma":[0.9996404,0.00002608712,0.00003173221,0.0001562502,0.00003532926,0.0001102189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000258192,0.0006722827,0.5273741,0.0006121651,0.0002365676,0.001985987,0.01591749,0.000006800459,0.0319763,0.01978554,0.2626407,0.1387661],"study_design_scores_gemma":[0.0009272069,0.00004122897,0.7929557,0.00004356855,0.00001363037,0.0003114928,0.0003144825,0.0006567153,0.001649725,0.0002385255,0.2027214,0.0001262645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850004,0.0002346391,0.00003525872,0.006300315,0.0003535442,0.0001578722,0.000007496158,0.00003570637,0.007874787],"genre_scores_gemma":[0.9956372,0.0006488904,0.0008534412,0.002335268,0.00007789816,0.00001288393,0.00001834811,0.00001243782,0.0004036128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2655815,"threshold_uncertainty_score":0.6581668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120711569159326,"score_gpt":0.2571207062503935,"score_spread":0.2459135905588002,"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."}}