{"id":"W2923783136","doi":"10.13075/ijomeh.1896.01326","title":"A systematic review of the health impacts of occupational exposure to wildland fires","year":2019,"lang":"en","type":"review","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Queen's University; University of Toronto; Public Health Ontario","funders":"","keywords":"Environmental health; Medicine; Occupational safety and health; Occupational exposure; Lung function; Lung cancer; Pathology; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002368212,0.0003294763,0.002329529,0.0002136364,0.00009337391,0.000007405613,0.0007032083,0.0001062562,0.0004963696],"category_scores_gemma":[0.0006392756,0.0001939649,0.0003521481,0.0002336695,0.0002662792,0.0001801678,0.0002382255,0.0003715367,0.00001983093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007204,"about_ca_system_score_gemma":0.0008517163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004135559,"about_ca_topic_score_gemma":0.00004693566,"domain_scores_codex":[0.9934077,0.000624705,0.003288075,0.0002512758,0.002155465,0.0002727582],"domain_scores_gemma":[0.9933158,0.0006001944,0.005294403,0.000311761,0.00004862751,0.0004292449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002960069,0.0003858093,0.005232424,0.8721908,0.0004272172,0.000005197908,0.001793895,0.00005916971,0.000001323673,0.000113754,0.03895908,0.08053532],"study_design_scores_gemma":[0.0007543291,0.002084626,0.022739,0.8597795,0.0003733565,0.0004645591,0.000191093,0.00001298462,5.63171e-7,0.00003759215,0.1133328,0.0002295557],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005714195,0.9903111,0.0001042662,0.006251184,0.0006328335,0.001571034,0.0005256671,0.000002581941,0.00002984156],"genre_scores_gemma":[0.002692742,0.9835734,0.0003273061,0.0129561,0.0002207259,0.00001562991,0.0001352165,0.00002155169,0.00005736775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08030576,"threshold_uncertainty_score":0.790966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035156861330744,"score_gpt":0.4410621541593281,"score_spread":0.3375464680262537,"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."}}