{"id":"W4411576361","doi":"10.1089/derm.2024.0542","title":"Contact Allergens in “PPD-Free” Hair Dyes","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Hair dyes; Dermatology; Composite material","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":[0.0005344689,0.0004330482,0.0001856292,0.0007883999,0.0003250572,0.0004871977,0.0002248737,0.0005823902,0.002485211],"category_scores_gemma":[0.0007188102,0.0002038825,0.0003459031,0.0004142192,0.0003412555,0.0004442164,0.0003296234,0.0003296152,0.0002987532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003073238,"about_ca_system_score_gemma":0.0001549107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188651,"about_ca_topic_score_gemma":0.001106608,"domain_scores_codex":[0.9990345,0.000110837,0.00007612874,0.0002110475,0.0004738683,0.0000936646],"domain_scores_gemma":[0.9994218,0.0001308772,0.000184972,0.00004954621,0.0001615972,0.00005122297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009470185,0.0005527143,0.2003701,0.0004141967,0.0001763327,0.001896578,0.0003325304,0.00009967727,0.7805011,0.0001240047,0.0001980568,0.01438768],"study_design_scores_gemma":[0.00006491801,0.003028579,0.5422464,0.0001083449,0.0003030164,0.01035215,0.0004991275,0.001112412,0.437159,0.0001682211,0.004934704,0.00002306046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979293,0.0006317647,0.000476924,0.00002114431,0.00001147538,0.00002668518,0.0001081656,0.00001243564,0.0007821866],"genre_scores_gemma":[0.9981911,0.0001700745,0.0009068324,0.00009124116,0.00001006299,0.000008433387,0.0001660621,0.000006882815,0.0004493082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485211,"threshold_uncertainty_score":0.008313894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009295398075028214,"score_gpt":0.2551837851680047,"score_spread":0.2458883870929764,"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."}}