{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006135505,0.0004926121,0.0005301939,0.001218127,0.002547415,0.001299429,0.001620209,0.0006190986,0.001331394],"category_scores_gemma":[0.00103978,0.0004366429,0.0006031271,0.002655608,0.0007822884,0.0003753187,0.0005733431,0.001089616,0.0003922967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01291816,"about_ca_system_score_gemma":0.01148129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97931,"about_ca_topic_score_gemma":0.9838297,"domain_scores_codex":[0.9992802,0.00003174662,0.00002754078,0.0001299237,0.0002619039,0.0002686676],"domain_scores_gemma":[0.9985602,0.00003052746,0.0002309571,0.00006628679,0.000702573,0.0004094272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001240709,0.00003298037,0.9976997,0.000007412487,0.00003747276,0.00009066363,0.0002359262,0.00003413864,0.0002575284,0.00001276191,0.0003948005,0.001072515],"study_design_scores_gemma":[0.000003914744,0.00002549967,0.999112,0.000008633148,0.00001820036,0.00003500229,0.0005047679,0.00005465233,0.00002663918,0.000006710236,0.0001991894,0.00000492399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951203,0.0006868261,0.00008435871,0.0001988187,0.00001912448,0.00003531678,0.002577818,0.00001062967,0.001266846],"genre_scores_gemma":[0.9959432,0.0004564271,0.00009690875,0.0001119422,0.00000943166,0.00001522378,0.002077599,0.000004931796,0.001284426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068996,"threshold_uncertainty_score":0.09372824,"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."}}