{"id":"W3037632054","doi":"10.1093/annweh/wxaa064","title":"Exposure and Absorption of PAHs in Wildland Firefighters: A Field Study with Pilot Interventions","year":2020,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"University of Alberta","keywords":"Work shift; Fluoranthene; Firefighting; Psychological intervention; Environmental health; Medicine; Environmental science; Toxicology; Environmental chemistry; Phenanthrene; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008800181,0.0001023642,0.0003592391,0.00008526712,0.0001781695,0.000003739716,0.00005797388,0.00005495012,0.00005571127],"category_scores_gemma":[0.00004594482,0.00007874426,0.00002482907,0.0002362551,0.00003371347,0.00009704224,0.00003936084,0.0002703869,0.000001716326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007136969,"about_ca_system_score_gemma":0.0001541102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211155,"about_ca_topic_score_gemma":0.002550963,"domain_scores_codex":[0.9984217,0.0002539249,0.000728414,0.0001839787,0.0001541843,0.0002578569],"domain_scores_gemma":[0.9989982,0.0002428927,0.0003622153,0.0001103983,0.00009637402,0.0001899714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384431,0.0002107634,0.978449,0.001954545,0.00001489651,9.296115e-7,0.008122839,0.000007811691,0.000001722511,0.0001562089,0.00335307,0.00634375],"study_design_scores_gemma":[0.001365458,0.01090619,0.9829835,0.001396055,0.000005274726,3.803092e-7,0.002526095,0.00002627474,0.000004070765,0.00008251319,0.0006358354,0.00006833559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760718,0.002889019,0.000042486,0.02000068,0.00004417911,0.0007991607,0.00002095327,0.00001105969,0.0001206013],"genre_scores_gemma":[0.9937025,0.001774252,0.0001716632,0.004181709,0.00007495804,0.00004198945,0.00001229126,0.000008148572,0.00003249687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01763063,"threshold_uncertainty_score":0.3211097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2973641190685331,"score_gpt":0.4894989342549621,"score_spread":0.1921348151864291,"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."}}