{"id":"W2109475783","doi":"10.1093/annhyg/mer038","title":"Characterization of Noise and Carbon Monoxide Exposures among Professional Firefighters in British Columbia","year":2011,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of British Columbia","funders":"","keywords":"Firefighting; Noise (video); Occupational exposure; Occupational safety and health; Environmental science; Medicine; Environmental health; Toxicology; Geography; Computer science","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":[0.0001914899,0.0002983849,0.0002081636,0.0008400184,0.00120928,0.0006752389,0.0005083568,0.0003476912,0.001102932],"category_scores_gemma":[0.000511548,0.0002133258,0.00009999714,0.0009264559,0.0003043445,0.000110124,0.0003555259,0.0002317447,0.0002778773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516446,"about_ca_system_score_gemma":0.00341988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9198026,"about_ca_topic_score_gemma":0.9638575,"domain_scores_codex":[0.9996225,0.00002619327,0.00001990527,0.00007051583,0.0001452021,0.0001156799],"domain_scores_gemma":[0.9995183,0.00002851578,0.0000571734,0.000009866188,0.0002818277,0.0001043052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006573804,0.00003700312,0.9873639,0.00002785178,0.0000155265,0.0001864696,0.001337881,0.00008123397,0.004983724,0.00001079373,0.0002653327,0.005624507],"study_design_scores_gemma":[7.720283e-7,0.00001693284,0.9986363,0.000006467013,0.000002713086,0.00004912565,0.0008853735,0.00004511326,0.000108089,0.000001646047,0.00024577,0.000001760392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988978,0.000114266,0.00006384512,0.00002328729,0.0000012988,0.00001283692,0.0002375138,0.000002641977,0.0006464747],"genre_scores_gemma":[0.9979745,0.0001517277,0.0001270139,0.00003823749,0.000001930031,0.00001251751,0.0003657007,0.000002421566,0.001326051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08019739,"threshold_uncertainty_score":0.1613393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292196903543042,"score_gpt":0.3978987322322708,"score_spread":0.2686790418779666,"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."}}