{"id":"W2969869209","doi":"10.1097/der.0000000000000498","title":"Chemical Identification and Confirmation of Contact Allergens","year":2019,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Centers for Disease Control and Prevention; U.S. Department of Veterans Affairs","keywords":"Medicine; Identification (biology); Dermatology; Contact dermatitis; Immunology; Allergy; Biology; Botany","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":[0.001156075,0.0006553768,0.00117178,0.003216909,0.0002571422,0.000993822,0.0007630893,0.0008879661,0.004018216],"category_scores_gemma":[0.002203651,0.0002633842,0.001032059,0.001693211,0.00049798,0.001172085,0.0004222874,0.001012509,0.001604637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458955,"about_ca_system_score_gemma":0.0009960737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051558,"about_ca_topic_score_gemma":0.001753971,"domain_scores_codex":[0.9990759,0.0002141606,0.0001443582,0.0001266204,0.0003935933,0.00004532109],"domain_scores_gemma":[0.9986205,0.0008805132,0.0001608268,0.00005121666,0.0002617871,0.00002520539],"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":[0.00006485895,0.0000714031,0.0006996655,0.05980376,0.0002218556,0.0004374663,0.00007432584,0.0004001066,0.004155207,0.005073073,0.01503961,0.9139587],"study_design_scores_gemma":[0.00001432961,0.0001473041,0.002875503,0.0152263,0.0003349652,0.005767437,0.0001440218,0.0002411916,0.003851557,0.002889708,0.9684786,0.00002914307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003180206,0.9966248,0.0004674225,0.0002403748,0.0001555057,0.00001754801,0.00003957545,0.000008696814,0.002128079],"genre_scores_gemma":[0.003086637,0.9951767,0.0007905489,0.0001640528,0.0001025022,0.0000126124,0.00006084907,0.000002219682,0.000603924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004018216,"threshold_uncertainty_score":0.01344228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058468451236776,"score_gpt":0.3162422687731392,"score_spread":0.2756575842607715,"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."}}