{"id":"W3132861272","doi":"10.1093/annweh/wxaa142","title":"Are Inflammatory Markers an Indicator of Exposure or Effect in Firefighters Fighting a Devastating Wildfire? Follow-up of a Cohort in Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Environmental health; Cohort; Respiratory system; Cohort study; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001930529,0.0001884466,0.0008030231,0.0001567539,0.0001840599,0.000002461386,0.0001514258,0.0001437192,0.00005013464],"category_scores_gemma":[0.0004258931,0.000156466,0.0000436003,0.0004911282,0.00005040701,0.0001310013,0.00004938575,0.0004542225,7.483968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006870239,"about_ca_system_score_gemma":0.00254431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3494512,"about_ca_topic_score_gemma":0.7512794,"domain_scores_codex":[0.9965037,0.0006564345,0.00160538,0.0002887684,0.0003665453,0.0005792356],"domain_scores_gemma":[0.9966756,0.001135665,0.001534784,0.0001787831,0.00007995588,0.000395196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00219308,0.00003089858,0.9792541,0.004475162,0.00002123898,0.000005535226,0.007472354,0.00004030315,0.000003427338,0.00002287991,0.003181595,0.00329942],"study_design_scores_gemma":[0.001498148,0.0008050845,0.9925869,0.002575578,0.000004854345,2.797471e-7,0.00167168,0.0001356076,0.00003944396,0.00001119555,0.0005507718,0.0001205002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929618,0.0008908928,8.411347e-7,0.004961709,0.0001212508,0.0009266098,0.00005961341,0.000007070309,0.00007024872],"genre_scores_gemma":[0.9948972,0.0004007939,0.0001372151,0.004356653,0.00006690296,0.0000657475,0.00003254496,0.00001984072,0.00002312881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4018283,"threshold_uncertainty_score":0.6548809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07957482562946508,"score_gpt":0.3953722198327325,"score_spread":0.3157973942032675,"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."}}