{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939391,0.00006075978,0.0001286926,0.0001470305,0.0000450605,0.00001300174,0.00002274285,0.00005160188,0.0001967257],"category_scores_gemma":[0.0001222385,0.00006149906,0.00002326879,0.000258845,0.00002592002,0.00003449288,0.00002902813,0.0001355476,0.000007279026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003047316,"about_ca_system_score_gemma":0.00001986574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352454,"about_ca_topic_score_gemma":0.0001378863,"domain_scores_codex":[0.9994676,0.00006069964,0.0001695961,0.0001189811,0.00006320931,0.0001198844],"domain_scores_gemma":[0.9997551,0.00006293046,0.00002360214,0.00009165548,0.00002964581,0.00003700974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001698123,0.000173036,0.6980231,0.0007990658,0.0002272063,0.0003795602,0.001170689,0.0000248836,0.01097849,0.00150418,0.06060876,0.2259412],"study_design_scores_gemma":[0.0010216,0.000008003609,0.9766431,0.0004475156,0.00001172913,0.0000708853,0.000149498,0.006323394,0.002090678,0.0002019719,0.01297078,0.00006088212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748132,0.0002156451,0.0007134026,0.008647777,0.00009093242,0.0002126823,0.000001349489,0.00008335889,0.01522171],"genre_scores_gemma":[0.9950172,0.00006505757,0.0004398153,0.002886228,0.00001569385,0.000009008062,0.000007410183,0.000005437335,0.001554199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2786199,"threshold_uncertainty_score":0.2507859,"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."}}