{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006520321,0.0006863978,0.0003965582,0.001144543,0.005248769,0.000872188,0.00124897,0.0005273299,0.001204168],"category_scores_gemma":[0.000869162,0.0004540321,0.0004970668,0.001527763,0.0007860651,0.0001913028,0.0006495484,0.0005272778,0.0001465914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03039733,"about_ca_system_score_gemma":0.03122445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995978,"about_ca_topic_score_gemma":0.9982567,"domain_scores_codex":[0.9991639,0.00006452008,0.00002515024,0.0001608958,0.0002363529,0.0003492436],"domain_scores_gemma":[0.9990778,0.00004574377,0.00009013028,0.00002846556,0.0005236755,0.0002341068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006381627,0.0002441218,0.9697197,0.0001085735,0.00009229421,0.000615273,0.007434406,0.000467405,0.004705763,0.0001612333,0.001309344,0.01450359],"study_design_scores_gemma":[0.00001980068,0.0001076018,0.9897528,0.00002817638,0.00003416184,0.0001203529,0.007877356,0.0002747315,0.0004104704,0.00002054461,0.001332113,0.00002200424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976524,0.0002073379,0.0001800239,0.00009985564,0.000008619936,0.00007222134,0.000700004,0.000006487486,0.001073134],"genre_scores_gemma":[0.9964125,0.0002443734,0.0006012586,0.0001379982,0.000005252173,0.00004428427,0.0006352089,0.000005109413,0.001914003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03039733,"threshold_uncertainty_score":0.2205491,"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."}}