{"id":"W2016705508","doi":"10.1097/der.0000000000000079","title":"Adverse Reactions to Sunscreen Agents: Epidemiology, Responsible Irritants and Allergens, Clinical Characteristics, and Management","year":2014,"lang":"en","type":"review","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sunburn; Dermatology; Sunscreening Agents; Allergic contact dermatitis; Skin reaction; Drug reaction; Skin cancer; UV filter; Allergic reaction; Drug; Allergy; Pharmacology; Cancer; Immunology; Internal medicine","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":[0.001314221,0.000277342,0.001624654,0.000298669,0.000123466,0.0000141094,0.0000752394,0.0002643174,0.0002088267],"category_scores_gemma":[0.001200685,0.0002387201,0.0001955192,0.0001493002,0.00009047247,0.00004584759,0.0001540933,0.0004060183,0.0003132384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005400439,"about_ca_system_score_gemma":0.00004393097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000405834,"about_ca_topic_score_gemma":0.00001208688,"domain_scores_codex":[0.9973887,0.0005944197,0.001159659,0.0004790185,0.0001092675,0.0002689812],"domain_scores_gemma":[0.9982924,0.0005458069,0.0003373891,0.0004077539,0.00004645664,0.0003701797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000895643,0.00003429504,0.0009028363,0.009785368,0.0003569986,0.0001402647,0.00002358094,2.052575e-8,5.332267e-8,0.00034255,0.07281386,0.9155912],"study_design_scores_gemma":[0.0003420075,0.00006304695,0.04026639,0.0108702,0.0005773318,0.0004763008,0.00001963257,0.00001725618,5.100607e-8,0.00003401528,0.9471364,0.000197382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001342357,0.9858369,0.001131155,0.005294629,0.001015004,0.002537634,0.0001272632,0.0001536538,0.003769499],"genre_scores_gemma":[0.00002949748,0.9865564,0.003773447,0.005758598,0.0002862085,0.0001330213,0.0001428463,0.0000387093,0.0032813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9153938,"threshold_uncertainty_score":0.9734721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439795794604559,"score_gpt":0.4354302109718509,"score_spread":0.2914506315113949,"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."}}