{"id":"W4414451931","doi":"10.1177/17103568251382236","title":"Allergenicity and Unregulated Marketing Claims in Tinted Sunscreens","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluid ounce (US); Allergen; Cosmetics; Product (mathematics); Popularity; Allergic contact dermatitis","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":[0.001675995,0.0003111286,0.0002198102,0.001787618,0.0002542097,0.0007146584,0.0004021953,0.0003698631,0.003103493],"category_scores_gemma":[0.006135955,0.0001758083,0.0006989921,0.00109393,0.0004739996,0.0006745061,0.0005131622,0.0005083004,0.000340789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133214,"about_ca_system_score_gemma":0.0001935039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187131,"about_ca_topic_score_gemma":0.0008756918,"domain_scores_codex":[0.9982704,0.0003739545,0.0002474893,0.0002374989,0.0007538354,0.0001166673],"domain_scores_gemma":[0.9897494,0.002831423,0.00569061,0.0003792852,0.001066781,0.0002825156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007462024,0.0001699214,0.9935315,0.0000678392,0.000120336,0.0001140763,0.000093737,0.00007852123,0.001859465,0.00002289769,0.0000408427,0.003154685],"study_design_scores_gemma":[0.000005104083,0.0002793979,0.9980022,0.000010471,0.00003547274,0.0004146312,0.00007714559,0.0001895472,0.0008548514,0.00002001839,0.0001083528,0.000002887479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992455,0.0002823299,0.00005937612,0.0000103949,0.00000231897,0.000007526442,0.0001228279,0.00000218214,0.0002675515],"genre_scores_gemma":[0.9995348,0.00004860966,0.0001139786,0.000009776239,0.000006290038,0.00000376118,0.0001918869,0.00000256637,0.00008833691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003103493,"threshold_uncertainty_score":0.01038224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007805517107107448,"score_gpt":0.2588869931018252,"score_spread":0.2510814759947178,"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."}}