{"id":"W2883707773","doi":"10.1093/annweh/wxy067","title":"Biomonitoring of Benzene and Effect of Wearing Respirators during an Oil Spill Field Trial at Sea","year":2018,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Total; Eni; Réseau de cancérologie Rossy; Aker BP; Statoil; Shell","keywords":"Respirator; Benzene; Occupational exposure; Environmental science; Environmental chemistry; Tenax; Biomonitoring; Work shift; Urine; Toxicology; Chemistry; Gas chromatography; Chromatography; Medicine; Environmental health; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575193,0.0001056167,0.0003562429,0.00004781958,0.0002089243,0.000006853626,0.00008328004,0.00007975917,0.00005826904],"category_scores_gemma":[0.00007628076,0.00008887357,0.00003547752,0.0001501646,0.0001639953,0.0001009774,0.0001318932,0.00007926609,0.000001487966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916347,"about_ca_system_score_gemma":0.0000190175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849551,"about_ca_topic_score_gemma":0.0003905864,"domain_scores_codex":[0.9986589,0.0001571265,0.0004669704,0.0001981884,0.0002156134,0.0003031987],"domain_scores_gemma":[0.9990979,0.0001325705,0.0003078343,0.0001914423,0.00001412128,0.0002561665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00939893,0.00006840152,0.9132954,0.0008562639,0.00001625337,8.726422e-7,0.002257924,0.00000910557,0.001880786,0.00003404566,0.0006298787,0.07155214],"study_design_scores_gemma":[0.004711885,0.01655704,0.84685,0.0004721527,0.000009084176,0.000001710509,0.0001091575,0.00001651339,0.1303175,0.00008283434,0.0007227219,0.0001494262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973546,0.000721384,0.000002975805,0.001424727,0.0001058761,0.0001381044,0.000004463518,0.000008113163,0.0002397447],"genre_scores_gemma":[0.998368,0.0008345808,0.0001878559,0.000402021,0.0001697671,0.00000242376,7.385686e-7,0.000007679655,0.00002697191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284367,"threshold_uncertainty_score":0.4307688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09724726963406834,"score_gpt":0.4025664299047889,"score_spread":0.3053191602707205,"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."}}