{"id":"W3212036235","doi":"10.3390/ijerph182211787","title":"Short-Term Acute Exposure to Wildfire Smoke and Lung Function among Royal Canadian Mounted Police (RCMP) Officers","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Interquartile range; Environmental health; Medicine; Spirometry; Air pollution; Air quality index; Smoke; Confounding; Demography; Meteorology; Internal medicine; Asthma; Geography","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":[0.0004836577,0.0003422078,0.0002358413,0.000768152,0.0009805608,0.0006922385,0.0008026719,0.0005517919,0.001367368],"category_scores_gemma":[0.002148086,0.0003289648,0.0003462188,0.0009685617,0.0005042184,0.0003152827,0.0004455489,0.0006784335,0.000206895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276556,"about_ca_system_score_gemma":0.00288708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6621486,"about_ca_topic_score_gemma":0.753217,"domain_scores_codex":[0.9994133,0.00005746189,0.00003402914,0.00009902671,0.000184414,0.0002117423],"domain_scores_gemma":[0.9987884,0.0001174053,0.0005012106,0.0000696131,0.0002345663,0.0002887172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003280432,0.0000291879,0.9985801,0.000008615503,0.00002542589,0.00004128589,0.0001755987,0.00001600893,0.0001161429,0.000005909135,0.0001122212,0.0008566158],"study_design_scores_gemma":[7.151904e-7,0.00001931128,0.9995746,0.000005684363,0.000007398325,0.00003059737,0.0002300974,0.00002747802,0.00001369185,0.000002418217,0.00008600613,0.000002010635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992455,0.0001818495,0.00002342423,0.00005318808,0.000004228325,0.000005725018,0.0002356933,0.00000145755,0.000249112],"genre_scores_gemma":[0.9992777,0.0001566345,0.00003087541,0.00003117555,0.00001120662,0.00000519179,0.0002641696,0.000001118168,0.0002219575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3378514,"threshold_uncertainty_score":0.6796821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05208441876105928,"score_gpt":0.4018029082896696,"score_spread":0.3497184895286103,"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."}}