{"id":"W4401946406","doi":"10.3390/atmos15091038","title":"Health Risk Assessment of Ambient Volatile Organic Compounds in a Border City in Canada","year":2024,"lang":"en","type":"article","venue":"Atmosphere","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; University of Windsor","funders":"Environment and Climate Change Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; University of Windsor","keywords":"Hazard quotient; Morning; Environmental science; Medicine; Inhalation exposure; Inhalation; Toxicology; Environmental health; Health risk; Internal medicine; Anesthesia","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":[0.0005672272,0.00009898777,0.0002250656,0.000003250044,0.00004935055,0.00001223758,0.0001198963,0.00003759918,0.003948126],"category_scores_gemma":[0.00002270973,0.00009319145,0.00001889447,0.0004939506,0.00003955981,0.0001170706,0.00008464576,0.0002911127,0.00002006064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003150955,"about_ca_system_score_gemma":0.001634374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871779,"about_ca_topic_score_gemma":0.9973193,"domain_scores_codex":[0.9985676,0.0001454945,0.0003953617,0.0002311573,0.000311228,0.0003491203],"domain_scores_gemma":[0.9994928,0.000092779,0.00008438038,0.0001789234,0.000003535903,0.0001475639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004944714,0.00006858145,0.9741917,0.00009719405,0.000003906015,0.00001197687,0.0007962185,0.002113342,0.00001804507,0.00006095116,0.01288015,0.009752958],"study_design_scores_gemma":[0.0001995168,0.00007165905,0.929284,0.00009153452,0.000001816514,0.000001394995,0.0003275988,0.05728684,0.00001164673,0.0002757385,0.01236133,0.00008694855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918336,0.0003101272,0.0002654896,0.004560463,0.0001421879,0.0002299228,0.00002216709,0.00001385643,0.002622184],"genre_scores_gemma":[0.9969978,0.000107319,0.001392093,0.001317744,0.000009001789,0.000006870104,0.000004741056,0.000009822154,0.0001545731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05517349,"threshold_uncertainty_score":0.9969624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156431400219524,"score_gpt":0.3141266688166807,"score_spread":0.2984835287947283,"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."}}