{"id":"W4312105771","doi":"10.1038/s41370-022-00508-8","title":"Assessing gestational exposure to trace elements in an area of unconventional oil and gas activity: comparison with reference populations and evaluation of variability","year":2022,"lang":"en","type":"article","venue":"Journal of Exposure Science & Environmental Epidemiology","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; The Scarborough Hospital; University of British Columbia; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Assembly of First Nations; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Population; Inductively coupled plasma mass spectrometry; Barium; Urine; Chemistry; Environmental chemistry; Animal science; Environmental science; Medicine; Environmental health; Biology; Internal medicine; Chromatography; Mass spectrometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001675181,0.0003035293,0.0003301068,0.0008653117,0.000328121,0.0005845922,0.0005530292,0.000480758,0.000298811],"category_scores_gemma":[0.005272748,0.0002039129,0.0003225635,0.0007183244,0.0004240695,0.0002898047,0.0006872031,0.0002880501,0.00009491816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007672032,"about_ca_system_score_gemma":0.0004450436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510239,"about_ca_topic_score_gemma":0.009943021,"domain_scores_codex":[0.99861,0.0004446478,0.0001514409,0.0003597533,0.0003376166,0.00009646716],"domain_scores_gemma":[0.9983456,0.0006122143,0.000404608,0.0002833328,0.0002730109,0.00008117125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000579732,0.00007993339,0.9859319,0.00001581454,0.00007600387,0.0001735011,0.001035522,0.0002618237,0.005030374,0.0000863897,0.0000298272,0.006699193],"study_design_scores_gemma":[0.00001150206,0.0006782331,0.9941291,0.000007033846,0.0000590249,0.0004961003,0.0009310049,0.0009584001,0.002269683,0.0001058321,0.0003464415,0.000007778774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986975,0.00005990666,0.0008299995,0.000006481697,0.000002700021,0.00001092453,0.00009621209,0.000005245365,0.0002910553],"genre_scores_gemma":[0.9988997,0.00006929687,0.0006971644,0.000006972701,0.000002035554,0.0000158408,0.0001223752,0.000003488477,0.000183197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01510239,"threshold_uncertainty_score":0.03002894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417617867408673,"score_gpt":0.3911852827120936,"score_spread":0.2494234959712263,"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."}}