{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002401632,0.00008620937,0.0002141908,0.001201819,0.0003669679,0.00001636335,0.0002166293,0.00003815393,0.0003457876],"category_scores_gemma":[0.0001834342,0.00007607962,0.00003196174,0.0002205934,0.0001688357,0.0008711054,0.0001035858,0.0008804436,6.806151e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288922,"about_ca_system_score_gemma":0.003751704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07213543,"about_ca_topic_score_gemma":0.04578244,"domain_scores_codex":[0.9967131,0.000979924,0.0008576537,0.0001532811,0.0008392493,0.0004567707],"domain_scores_gemma":[0.9982145,0.0005594252,0.0004494842,0.0000883117,0.0000906561,0.0005976626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005181499,0.0003758946,0.9923742,0.00006357449,0.00001749472,0.00002757649,0.002319039,0.0003775846,0.00008813295,0.0001225316,0.00002574205,0.003690013],"study_design_scores_gemma":[0.001649603,0.0009598319,0.9935951,0.0001350541,6.936419e-7,0.00001519535,0.002149577,0.0006465687,0.00000204107,0.0001714164,0.0006219895,0.00005294126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960473,0.0004148646,0.00000196273,0.002262661,0.00008863371,0.0003917039,0.0007416186,0.000001182674,0.00005006801],"genre_scores_gemma":[0.9990306,0.0004683539,0.0000539212,0.0002150143,0.00007448698,0.00003317399,0.00008388524,0.000009461635,0.00003107453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02635298,"threshold_uncertainty_score":0.9716296,"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."}}