{"id":"W4307262851","doi":"10.3390/ijerph192013658","title":"Respiratory Tract and Eye Symptoms in Wildland Firefighters in Two Canadian Provinces: Impact of Discretionary Use of an N95 Mask during Successive Rotations","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Ministry of Agriculture and Forestry; University of Alberta","funders":"Government of Alberta","keywords":"Respiratory tract; Respiratory tract infections; Environmental health; Medicine; Respiratory system; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009138819,0.0004791177,0.0003474637,0.000697533,0.002537447,0.0008190883,0.001040455,0.0004858437,0.001066035],"category_scores_gemma":[0.002194927,0.0004451028,0.0004615702,0.0009383301,0.001003497,0.0002976203,0.000786379,0.0005585108,0.0001243682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567037,"about_ca_system_score_gemma":0.01698986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9797681,"about_ca_topic_score_gemma":0.9925995,"domain_scores_codex":[0.9987751,0.0001475314,0.00005027177,0.0001577389,0.0003520956,0.0005172898],"domain_scores_gemma":[0.9982804,0.0001525291,0.0004840398,0.00006632171,0.0005136577,0.0005031113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003928526,0.000168043,0.9888806,0.00004374859,0.00003463589,0.0001717824,0.002945968,0.0001199999,0.001018191,0.0000212997,0.0002988157,0.005904005],"study_design_scores_gemma":[0.000006659391,0.0001067861,0.9967427,0.000007986341,0.000007534918,0.00003092966,0.002768569,0.00007231897,0.00006464067,0.000004288823,0.000180211,0.000007541863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993777,0.00005826183,0.0000191884,0.00003590938,0.000002605661,0.00001603091,0.0001632103,0.000001218467,0.0003258785],"genre_scores_gemma":[0.9992913,0.00006572363,0.00008964313,0.00003949611,0.000002237291,0.000008598369,0.0002019161,0.000001274752,0.0002997032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202319,"threshold_uncertainty_score":0.1136971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09073447185318634,"score_gpt":0.4848676528059899,"score_spread":0.3941331809528035,"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."}}