{"id":"W3166207101","doi":"10.1016/j.envint.2021.106678","title":"Trends in environmental chemical concentrations in the Canadian population: Biomonitoring data from the Canadian Health Measures Survey 2007–2017","year":2021,"lang":"en","type":"article","venue":"Environment International","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Government of Canada","keywords":"Biomonitoring; Perfluorooctanoic acid; Phthalate; Environmental chemistry; Population; National Health and Nutrition Examination Survey; Perfluorooctane; Chemistry; Pesticide; Environmental health; Medicine; Organic chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007725727,0.0001507952,0.0001231161,0.00005130264,0.0003012161,0.0001297492,0.0009495421,0.00006354418,0.003555843],"category_scores_gemma":[0.0001076957,0.0001130738,0.00003617796,0.0001266498,0.0001394924,0.0001871454,0.0002073113,0.0003069631,0.0001611484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196834,"about_ca_system_score_gemma":0.00008404411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.959909,"about_ca_topic_score_gemma":0.9917084,"domain_scores_codex":[0.9980065,0.0002408562,0.0003094098,0.0004591579,0.000586239,0.0003978749],"domain_scores_gemma":[0.9989554,0.0001965258,0.00007581064,0.0005790347,0.000001830967,0.0001914047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003261733,0.00007572981,0.9831893,2.617724e-7,0.00001309795,0.00004011505,0.0002969529,0.0007300091,0.0003553662,0.00002012072,0.01194508,0.003330661],"study_design_scores_gemma":[0.0002396779,0.00000440829,0.9525183,0.00000987519,0.000003636096,0.000008942206,0.0001001241,0.000679468,0.0001420899,0.00004621309,0.04612347,0.0001237815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782209,0.0003771009,0.000005269705,0.01501859,0.0004655349,0.0001996591,0.002297559,0.000006774561,0.003408663],"genre_scores_gemma":[0.9885119,0.0001130137,0.0001774168,0.001080747,0.0001885322,0.00001504078,0.009769228,0.00001072361,0.0001334602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03417839,"threshold_uncertainty_score":0.997355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204601618737382,"score_gpt":0.3636749517156845,"score_spread":0.3016289355283107,"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."}}