{"id":"W3216813035","doi":"10.1097/der.0000000000000717","title":"Presence of Contact Allergens in Dry Shampoo Products","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shampoo; Contact dermatitis; Cosmetics; Allergic contact dermatitis; Allergen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003043819,0.0001741801,0.0002102063,0.0006290969,0.000301015,0.0005925611,0.00008807981,0.0003382626,0.003493274],"category_scores_gemma":[0.0006728974,0.0001146129,0.0002357293,0.0004274973,0.0002269984,0.0003017264,0.0001710646,0.000293581,0.0002481664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585027,"about_ca_system_score_gemma":0.0001681686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009037614,"about_ca_topic_score_gemma":0.0006758097,"domain_scores_codex":[0.9995887,0.00007951823,0.00003736821,0.00005623957,0.0001735318,0.00006466532],"domain_scores_gemma":[0.9994991,0.000169173,0.0001352054,0.00002621936,0.0001054918,0.00006487453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005123378,0.00121116,0.6723529,0.0007949054,0.0001840414,0.003113785,0.001578723,0.00009121882,0.2771086,0.000361786,0.0004962699,0.03758315],"study_design_scores_gemma":[0.00002292866,0.002079169,0.9475504,0.00006857452,0.0001579186,0.005617847,0.002207555,0.0002198446,0.03850444,0.0001628388,0.003396746,0.00001178413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969497,0.001126235,0.00008351381,0.00001873672,0.00001266341,0.00001134253,0.00006616252,0.000002861001,0.001728781],"genre_scores_gemma":[0.9987657,0.0002885752,0.0001100191,0.00002416229,0.000008503954,0.000004438575,0.00008366242,0.000001593788,0.0007133608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003493274,"threshold_uncertainty_score":0.01168621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538329828924381,"score_gpt":0.266047687670979,"score_spread":0.2506643893817352,"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."}}