{"id":"W2588449456","doi":"10.1097/der.0000000000000263","title":"Gallate Contact Dermatitis: Product Update and Systematic Review","year":2017,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Propyl gallate; Dermatology; Allergic contact dermatitis; Contact dermatitis; Allergen; Cosmetics; Allergy; Preservative; Contact allergy; Food science; Antioxidant; Organic chemistry; Immunology; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004861773,0.0009885068,0.00795419,0.0002964089,0.0003357025,0.0004102614,0.0004998051,0.000272836,0.0003246889],"category_scores_gemma":[0.0007350262,0.0007322956,0.0008939945,0.0001700711,0.0001114897,0.000463883,0.0002466942,0.0006499781,0.0009281648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404756,"about_ca_system_score_gemma":0.0004008804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004768188,"about_ca_topic_score_gemma":0.00003830525,"domain_scores_codex":[0.9955475,0.0003866317,0.002208593,0.0007032239,0.0005824118,0.0005716223],"domain_scores_gemma":[0.9953681,0.0001740115,0.001840533,0.002040443,0.0002183156,0.0003585939],"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":[2.28315e-7,0.00002199247,0.000004074822,0.7974507,0.0006325897,0.0006047662,0.00002820345,2.020494e-9,2.461154e-8,0.0001661815,0.03831518,0.162776],"study_design_scores_gemma":[0.0002073043,0.00002081194,0.0000722242,0.4818332,0.004611131,0.005674315,0.000003554731,0.000002115598,3.144177e-7,0.00001272692,0.5071911,0.0003711901],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001125355,0.9863533,0.0000112308,0.002923616,0.0003733192,0.006803974,0.0002020654,0.0001909068,0.00314044],"genre_scores_gemma":[0.00004010704,0.9901813,0.0001522873,0.006695276,0.000222009,0.0009008294,0.0005856969,0.0001409395,0.001081525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4688759,"threshold_uncertainty_score":0.9998497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480161774665141,"score_gpt":0.3317616507367251,"score_spread":0.2869600329900737,"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."}}