{"id":"W2259549339","doi":"10.1021/acs.est.5b04752","title":"Evaluation of Firefighter Exposure to Wood Smoke during Training Exercises at Burn Houses","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Smoke; Environmental health; Urine; Personal protective equipment; Medicine; Toxicology; Firefighting; Environmental science; Waste management; Chemistry; Pathology; Engineering; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005522407,0.0004394928,0.0002872865,0.0005628381,0.000617101,0.0004572863,0.0002776961,0.0003877198,0.0009703651],"category_scores_gemma":[0.0007509846,0.0001906137,0.0002652462,0.0002378384,0.0002636198,0.0001710213,0.0003415644,0.0002252771,0.0002477367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432045,"about_ca_system_score_gemma":0.0004798145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369629,"about_ca_topic_score_gemma":0.03269869,"domain_scores_codex":[0.9996371,0.00006298081,0.00001806965,0.00006145161,0.0001419625,0.00007833365],"domain_scores_gemma":[0.9995943,0.00004405659,0.00009732469,0.00001357974,0.0001553002,0.00009546956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006490336,0.0003601256,0.9459212,0.00009470384,0.00004680238,0.0005586901,0.00226478,0.0002257282,0.04011127,0.00001542672,0.0001163174,0.009635809],"study_design_scores_gemma":[0.000003370557,0.00114053,0.9921847,0.00001512244,0.00002317545,0.0001688159,0.001629599,0.0002363195,0.004307624,0.000008724094,0.0002756538,0.000006353424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992729,0.00005615926,0.0001782538,0.00000867054,0.000003898047,0.00004285875,0.00007393938,0.000004481992,0.0003587398],"genre_scores_gemma":[0.9982573,0.0001490916,0.0004320706,0.00002197762,0.000006389073,0.00003040369,0.0001557188,0.000002746866,0.0009442696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369629,"threshold_uncertainty_score":0.02723312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07984444005051522,"score_gpt":0.3909957798099823,"score_spread":0.3111513397594671,"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."}}