{"id":"W4312129373","doi":"10.1093/annweh/wxac085","title":"Exposures to Polycyclic Aromatic Hydrocarbons and Their Mitigation in Wildland Firefighters in Two Canadian Provinces","year":2022,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Ministry of Agriculture and Forestry; University of Calgary; University of Alberta","funders":"University of Alberta; Government of Alberta","keywords":"Firefighting; Environmental health; Environmental science; Toxicology; Medicine; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.001475755,0.0001359173,0.0003338179,0.0004459312,0.0006949694,0.000007502768,0.0001008817,0.0000462916,0.00001798658],"category_scores_gemma":[0.00003521199,0.0001200499,0.00001998001,0.0004721682,0.00003613535,0.00009186373,0.00005022625,0.0003813475,0.000002087426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308087,"about_ca_system_score_gemma":0.001103089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2551099,"about_ca_topic_score_gemma":0.6229272,"domain_scores_codex":[0.9978508,0.0004084391,0.0007013339,0.0002418225,0.0001694252,0.0006281214],"domain_scores_gemma":[0.9989448,0.0002494827,0.0002137661,0.0001438,0.000008333387,0.0004397809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001519449,0.00003220004,0.9730489,0.000154532,0.000003858075,0.000001600141,0.01274568,0.00003800173,0.000002886217,0.0001418505,0.003105702,0.01057291],"study_design_scores_gemma":[0.0005776731,0.0004227873,0.9878286,0.0003953477,8.534833e-7,0.000001348482,0.002734244,0.0001496584,0.00000507497,0.00141049,0.006361559,0.000112343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596309,0.003365523,0.00000105247,0.03546878,0.0001426184,0.0008848131,0.00003570378,0.00001078285,0.0004598243],"genre_scores_gemma":[0.9864407,0.0006445128,0.00008127824,0.01241877,0.00006729244,0.0002231841,0.00003983527,0.00001238172,0.00007204468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3678174,"threshold_uncertainty_score":0.7498504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07633191941201362,"score_gpt":0.4190330865043196,"score_spread":0.342701167092306,"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."}}