{"id":"W4415270153","doi":"10.1177/17103568251387141","title":"Nutritional Supplements and Cosmetic Formulations: A Review of Emerging Allergens","year":2025,"lang":"en","type":"review","venue":"Dermatitis","topic":"Herbal Medicine Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch testing; Allergic contact dermatitis; Allergen; Ingredient; Atopic dermatitis; Adverse effect; Allergy","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":[0.001534144,0.00105362,0.002585591,0.008344837,0.0004103256,0.001300337,0.0009450039,0.001243994,0.004267225],"category_scores_gemma":[0.002994612,0.000438934,0.002109222,0.007982212,0.0004878253,0.001584724,0.0007980551,0.000894014,0.0005414065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009752296,"about_ca_system_score_gemma":0.002611127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615118,"about_ca_topic_score_gemma":0.005036804,"domain_scores_codex":[0.9991334,0.0001705428,0.0002926958,0.0001055295,0.000254907,0.0000429694],"domain_scores_gemma":[0.9969441,0.002163427,0.0004802475,0.00004229756,0.0003195885,0.00005027743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001351855,0.00007112296,0.0005155246,0.5346785,0.0008914469,0.0003092902,0.0002184047,0.0001867846,0.0008287606,0.001281514,0.009403985,0.4514795],"study_design_scores_gemma":[0.00007620551,0.0003027327,0.005166998,0.4267569,0.007505973,0.003437026,0.0004861241,0.0001793485,0.0007451859,0.00142755,0.5538627,0.00005320139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009874585,0.9996151,0.00001890954,0.00005793952,0.00003641668,0.000005698032,0.00001800444,0.000001601503,0.0001475642],"genre_scores_gemma":[0.0006009784,0.9991665,0.00006882045,0.00006521023,0.00002676853,0.000005817637,0.0000184181,5.277995e-7,0.00004700022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008344837,"threshold_uncertainty_score":0.01427525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05877679745352159,"score_gpt":0.43182761034199,"score_spread":0.3730508128884684,"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."}}