{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001554118,0.00008918915,0.0001954335,0.0003991989,0.0001849272,0.00005009984,0.00009872625,0.00009791656,0.0003392873],"category_scores_gemma":[0.0001686409,0.00008152532,0.00005045436,0.00009326852,0.0001413432,0.0002012736,0.00006976896,0.0005493894,0.000004722545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000709683,"about_ca_system_score_gemma":0.0007462727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008975542,"about_ca_topic_score_gemma":0.008081919,"domain_scores_codex":[0.9981992,0.0003075067,0.0003739586,0.0001853023,0.0005430897,0.0003909217],"domain_scores_gemma":[0.9984342,0.0001136541,0.00008272768,0.00009236784,0.0001111161,0.001165911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005664633,0.000208935,0.9036647,0.0000213009,0.0005026128,0.0002179818,0.0006139118,0.000003348086,0.0006787637,0.0001757053,0.003856253,0.08949002],"study_design_scores_gemma":[0.0005778861,0.000994982,0.9887755,0.0000824872,0.00001570353,0.0004988461,0.0007472627,0.00006020618,0.00003626476,0.00005344625,0.008101156,0.00005628162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762792,0.0008104948,0.00007711974,0.02185877,0.0002640515,0.0001506912,0.00007756303,0.000003189915,0.0004789361],"genre_scores_gemma":[0.9953383,0.001391841,0.00009197666,0.002060586,0.0003255389,0.000004278745,0.0001346357,0.000009767457,0.0006430583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08943374,"threshold_uncertainty_score":0.9976238,"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."}}