{"id":"W4375862533","doi":"10.1080/15287394.2023.2208594","title":"Estimation of exposure to particulate matter in pregnant individuals living in an area of unconventional oil and gas operations: Findings from the EXPERIVA study","year":2023,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; The Scarborough Hospital; Public Health Ontario; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Particulates; Environmental science; Spearman's rank correlation coefficient; Air quality index; Environmental chemistry; Atmospheric sciences; Statistics; Chemistry; Meteorology; Geography; Mathematics; Geology","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":[0.0006226356,0.0002282524,0.0001535538,0.0003522091,0.0006106921,0.0004576016,0.0004436492,0.0003024859,0.0004590777],"category_scores_gemma":[0.002043807,0.0002435593,0.0002155413,0.0005507027,0.0003947805,0.000181666,0.0006987043,0.0003927505,0.0001006002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007405588,"about_ca_system_score_gemma":0.0009339703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3632095,"about_ca_topic_score_gemma":0.4813733,"domain_scores_codex":[0.9996552,0.00009769292,0.00002387882,0.00006953751,0.0001088071,0.00004488039],"domain_scores_gemma":[0.9993699,0.0001701305,0.0001388078,0.00005394127,0.0001826479,0.00008465847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005675723,0.00003845598,0.9908848,0.00001638823,0.00002180306,0.0001343097,0.003378061,0.00005101084,0.0008387623,0.00003409169,0.0001247422,0.004420713],"study_design_scores_gemma":[0.00000135565,0.00004685011,0.9960493,0.00001132574,0.000007642288,0.0001017124,0.003338699,0.00009235778,0.0001125412,0.00001537891,0.0002188895,0.000003929983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992218,0.00004445557,0.0001006347,0.0000239134,9.760067e-7,0.00001002841,0.0002045621,0.000001677745,0.0003920217],"genre_scores_gemma":[0.9991052,0.00009508574,0.000242473,0.0000292016,0.000001306505,0.00001847263,0.0001992029,0.000001334383,0.0003077818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3632095,"threshold_uncertainty_score":0.7221907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508202599611539,"score_gpt":0.3322027307519432,"score_spread":0.2871207047558278,"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."}}