{"id":"W2805208870","doi":"10.1016/j.chemosphere.2018.05.196","title":"Polydimethylsiloxane (silicone rubber) brooch as a personal passive air sampler for semi-volatile organic compounds","year":2018,"lang":"en","type":"article","venue":"Chemosphere","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; Occupational Cancer Research Centre; The Scarborough Hospital; Public Health Ontario; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada; Environment and Climate Change Canada; University of Toronto","keywords":"Polydimethylsiloxane; Silicone rubber; Environmental chemistry; Chemistry; Organophosphate; Inhalation exposure; Silicone; Volatile organic compound; Pesticide; Toxicity; Organic chemistry; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002083223,0.0002795828,0.0003002328,0.000007818254,0.000413026,0.00004302865,0.0003495281,0.0002284719,0.02849505],"category_scores_gemma":[0.0001059012,0.0002697476,0.0001562192,0.0002662472,0.0005544206,0.0002100255,0.0001962732,0.0002083529,0.002814534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062848,"about_ca_system_score_gemma":0.00008068845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007731308,"about_ca_topic_score_gemma":0.0008537577,"domain_scores_codex":[0.9982658,0.0000483373,0.0003000817,0.0005591016,0.0002684942,0.000558196],"domain_scores_gemma":[0.9991665,0.0001216928,0.0001302998,0.0003497426,0.00005178091,0.0001799325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002246309,0.0002369089,0.002731105,0.0000491092,0.00006858956,0.000004593626,0.00473635,0.000004800612,0.7975747,0.0001596944,0.1848991,0.009310392],"study_design_scores_gemma":[0.002206798,0.0008577047,0.004263296,0.00005095631,0.00007101318,0.00007606225,0.001657496,0.0004641986,0.6164483,0.001855616,0.3712378,0.0008107762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789026,0.00008227419,0.001289435,0.001244702,0.000324519,0.0005207341,0.00007534594,0.0001150988,0.01744533],"genre_scores_gemma":[0.9783921,0.000003768078,0.002762903,0.002832411,0.0004210218,0.00003454432,0.00007054673,0.00004818161,0.01543455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1863386,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011121110012023,"score_gpt":0.2403162219000216,"score_spread":0.2302050107999013,"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."}}