{"id":"W4289782023","doi":"10.1371/journal.pone.0268341","title":"Development of an observational exposure human biomonitoring study to assess Canadian children’s DEET exposure during protective use","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"DEET; Insect repellent; Biomonitoring; Context (archaeology); Urine; Toxicology; Observational study; Metabolite; Medicine; Environmental health; Biology; Chemistry; Environmental chemistry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003387617,0.0009350169,0.0004961291,0.0009941828,0.004335615,0.0009029653,0.001639529,0.0007522169,0.001186929],"category_scores_gemma":[0.003359442,0.0007558049,0.0008943165,0.001802508,0.0009705584,0.0005630519,0.001197711,0.0009604869,0.0003001899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01831843,"about_ca_system_score_gemma":0.03377482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631314,"about_ca_topic_score_gemma":0.9764505,"domain_scores_codex":[0.9973958,0.0004717057,0.0001061898,0.0004644045,0.001008972,0.0005529349],"domain_scores_gemma":[0.9976375,0.0001199302,0.0003436373,0.0001597262,0.001441869,0.0002974324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004348877,0.000852512,0.9654237,0.0002850994,0.0002050291,0.0002806933,0.00424478,0.0007717119,0.005802958,0.0007190018,0.002958859,0.01802084],"study_design_scores_gemma":[0.00005903793,0.00071704,0.9886551,0.00004195569,0.00005873882,0.0000825637,0.001677387,0.0005334576,0.001084578,0.00008005295,0.006965825,0.00004428214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737996,0.0003771544,0.00668753,0.00042349,0.00004772289,0.005056997,0.007631138,0.00005897465,0.005917406],"genre_scores_gemma":[0.9598333,0.0007591381,0.02347541,0.0008231859,0.00003820013,0.005727879,0.005996278,0.00003231714,0.003314321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03686857,"threshold_uncertainty_score":0.1329101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825771902180513,"score_gpt":0.2721736753810495,"score_spread":0.08959648516299817,"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."}}