{"id":"W4402616448","doi":"10.3390/toxics12090677","title":"Occupational Exposure of On-Shift Ottawa Firefighters to Flame Retardants and Polycyclic Aromatic Hydrocarbons","year":2024,"lang":"en","type":"article","venue":"Toxics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Services Canada; University of Ottawa; Health Canada","funders":"Health Canada; Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Environmental chemistry; Fire retardant; Polycyclic aromatic hydrocarbon; Occupational exposure; Environmental science; Chemistry; Environmental health; Organic chemistry; Medicine","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":[0.0003864843,0.0001362678,0.0002042462,0.0001817254,0.0002555705,0.000008071742,0.0001023897,0.0001340149,0.00009692532],"category_scores_gemma":[0.00009615466,0.0001146278,0.00003863635,0.0002707692,0.00003812166,0.0000969268,0.00003454945,0.0003465988,0.0005045408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007383375,"about_ca_system_score_gemma":0.0004138382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007051064,"about_ca_topic_score_gemma":0.0001422043,"domain_scores_codex":[0.9984912,0.0001092385,0.0005122344,0.0002297605,0.0003203798,0.0003371607],"domain_scores_gemma":[0.9988953,0.0005609667,0.00008651084,0.0002186386,0.000008214502,0.0002304042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008397308,0.0001855238,0.8786303,0.002650301,0.00009219817,0.00002463448,0.01836162,0.00003923204,0.0007771877,0.01136113,0.06668551,0.02035258],"study_design_scores_gemma":[0.0005165705,0.0004936446,0.9553487,0.001353221,0.00002295122,0.00000294969,0.0001538558,0.003408377,0.0001621109,0.003507632,0.03478685,0.0002431551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885812,0.000386877,0.00008671291,0.002950605,0.0008653284,0.0004400448,0.0000866855,0.00008100215,0.00652148],"genre_scores_gemma":[0.9959682,0.00005238645,0.0005031889,0.002105541,0.0002983202,0.00006519836,0.00004562905,0.00002050224,0.0009409953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07671834,"threshold_uncertainty_score":0.6485019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638954212637926,"score_gpt":0.404653848317736,"score_spread":0.3582643061913567,"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."}}