{"id":"W3046474629","doi":"10.1093/annweh/wxaa063","title":"Skin Exposure to Acrylates in Nail Salons","year":2020,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; St. Michael's Hospital; Public Health Ontario; University of Toronto; Occupational Cancer Research Centre","funders":"","keywords":"Nail (fastener); Methacrylate; Acrylate; Methyl methacrylate; Materials science; Dermatology; Medicine; Composite material; Copolymer; Polymer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002524658,0.0003529594,0.0001529305,0.0005952743,0.0007060448,0.0005071034,0.000224117,0.0003410906,0.003590863],"category_scores_gemma":[0.0004396409,0.0001692349,0.0001549293,0.0004905087,0.0004032272,0.000148938,0.000352309,0.0001863929,0.0004006915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009486593,"about_ca_system_score_gemma":0.0006595433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08910927,"about_ca_topic_score_gemma":0.1576702,"domain_scores_codex":[0.999592,0.00006595276,0.00001970973,0.00006226182,0.000179379,0.00008080132],"domain_scores_gemma":[0.9996713,0.00004760156,0.0001036217,0.00001161764,0.0001113772,0.00005440957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002535313,0.0001265856,0.9279185,0.0001972929,0.00003763946,0.00182487,0.002815682,0.00005213814,0.05524407,0.00002005526,0.0002311796,0.0112785],"study_design_scores_gemma":[0.000003627471,0.0006447515,0.9890519,0.00002938233,0.00001450525,0.001721022,0.002633883,0.00005933792,0.004771418,0.00001040746,0.001054333,0.000005536795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986405,0.0002798099,0.0001000764,0.0000232693,0.000002335589,0.00001670542,0.00005958259,0.000004680164,0.0008729842],"genre_scores_gemma":[0.9983435,0.0002946399,0.000166119,0.00003155888,0.000002232023,0.000004392911,0.00005962329,0.000001436177,0.001096405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08910927,"threshold_uncertainty_score":0.1771812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0962034040664765,"score_gpt":0.3585765199273028,"score_spread":0.2623731158608263,"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."}}