{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593101,0.0008576873,0.001481057,0.002736729,0.0002216054,0.0007237107,0.0005764859,0.0006211631,0.002165531],"category_scores_gemma":[0.00116241,0.0002169491,0.0008783931,0.00245122,0.0003171282,0.0007417653,0.000391753,0.0008578308,0.0006274296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911611,"about_ca_system_score_gemma":0.0007764258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424136,"about_ca_topic_score_gemma":0.00214848,"domain_scores_codex":[0.9995713,0.00008061423,0.0001110969,0.00005561668,0.0001558368,0.00002558847],"domain_scores_gemma":[0.9993908,0.0002595106,0.0001612477,0.0000138668,0.0001492158,0.00002538822],"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":[0.00009629878,0.0001071342,0.002065202,0.04462519,0.0002935173,0.0003818618,0.0001055752,0.000248115,0.001186438,0.0006408418,0.01314204,0.9371077],"study_design_scores_gemma":[0.00009373538,0.0004253497,0.03181897,0.05001359,0.00205003,0.01999959,0.0004836841,0.0002959615,0.001721275,0.00253069,0.8904853,0.00008178248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002891405,0.999045,0.00005972559,0.00009086453,0.00004170318,0.000006773443,0.00002356721,0.000003403994,0.0004397959],"genre_scores_gemma":[0.001693178,0.9977341,0.0001323468,0.0000723965,0.00008346776,0.000006303629,0.00004100995,7.692769e-7,0.0002364102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002736729,"threshold_uncertainty_score":0.007244408,"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."}}