{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001983297,0.0001078488,0.0004147421,0.00007420845,0.00004378925,0.00001454529,0.00005459578,0.00004625251,0.00006041199],"category_scores_gemma":[0.00004987581,0.00009193359,0.00005646057,0.000269899,0.0000208319,0.00004435708,0.00004239175,0.0001258526,0.000008158631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005853009,"about_ca_system_score_gemma":0.00008702134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003042358,"about_ca_topic_score_gemma":0.0003056739,"domain_scores_codex":[0.9990024,0.00003040523,0.0003854194,0.0001775916,0.0001462709,0.0002579217],"domain_scores_gemma":[0.9993783,0.00003800696,0.00007766303,0.000124212,0.00005150269,0.0003303119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000523099,0.000213539,0.5845351,0.0008249807,0.00007989243,0.00006564828,0.01865862,0.0000384446,0.0002940808,0.001466864,0.1770678,0.216232],"study_design_scores_gemma":[0.0006618223,0.001650064,0.9578098,0.0004814246,0.000003662414,0.000005014286,0.0008450412,0.00000695857,0.000438638,0.00008743347,0.03791094,0.0000992204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.782255,0.007096867,0.0000102107,0.2100112,0.00002887268,0.0002347582,0.000007096704,0.00001917584,0.0003367627],"genre_scores_gemma":[0.9680868,0.003117859,0.0003941502,0.02819786,0.0001063282,0.000007738431,0.000007115474,0.00001156093,0.00007061246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3732747,"threshold_uncertainty_score":0.3748943,"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."}}