{"id":"W3121013531","doi":"10.1016/j.chemosphere.2021.129650","title":"Cancer risk assessment for exposure to hazardous volatile organic compounds in Calgary, Canada","year":2021,"lang":"en","type":"article","venue":"Chemosphere","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Sichuan Province Science and Technology Support Program; China Scholarship Council","keywords":"Environmental remediation; Hazardous waste; Risk assessment; Environmental science; Environmental health; Waste management; Health risk assessment; Inhalation exposure; Contamination; Probabilistic risk assessment; Combustion; Hazardous substance; Environmental chemistry; Inhalation; Human health; Environmental engineering; Medicine; Engineering; Chemistry","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":[0.0006756223,0.0004927508,0.0004110144,0.00254433,0.001378662,0.001328729,0.001248909,0.0004308591,0.002524893],"category_scores_gemma":[0.001056086,0.0002822434,0.0007358157,0.003052257,0.0002926038,0.0001685279,0.0007196499,0.0006007568,0.0002521122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04283134,"about_ca_system_score_gemma":0.0327901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969621,"about_ca_topic_score_gemma":0.997926,"domain_scores_codex":[0.9992052,0.0000971444,0.00003447941,0.00009281588,0.0003855051,0.0001850129],"domain_scores_gemma":[0.9992309,0.00004725549,0.00005880121,0.00001438387,0.0005606328,0.00008798228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006409677,0.0001327737,0.9307519,0.0001971899,0.0005521397,0.0004805731,0.0007113697,0.0158914,0.002209449,0.001361806,0.008028817,0.0390416],"study_design_scores_gemma":[0.00007351355,0.0001740286,0.9726362,0.0001117125,0.0003686607,0.0001455829,0.00245802,0.009569739,0.001484226,0.0002815159,0.01265746,0.00003936722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557531,0.004215908,0.002096847,0.001251904,0.00005618228,0.0003772751,0.01472282,0.00008548722,0.02144045],"genre_scores_gemma":[0.9768716,0.00204583,0.001380718,0.0002862856,0.000009539905,0.00005667755,0.003997867,0.00002566476,0.01532593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04283134,"threshold_uncertainty_score":0.3107646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638305781763018,"score_gpt":0.2894246161492131,"score_spread":0.2730415583315829,"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."}}