{"id":"W7096048449","doi":"","title":"www.mdpi.com/journal/ijerph Article An Evaluation of the British Columbia Asthma Monitoring System (BCAMS) and PM2.5 Exposure Metrics during the 2014 Forest Fire Season","year":2016,"lang":"en","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Prescribed burn; Smoke; Outbreak; Public health; Wildfire suppression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981516,0.0007107551,0.0006609159,0.002578642,0.0004658079,0.003155131,0.0008553903,0.001057544,0.03646471],"category_scores_gemma":[0.005552412,0.0003121792,0.0006219871,0.001609986,0.0004119162,0.0008199665,0.001242297,0.000433802,0.01737479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358096,"about_ca_system_score_gemma":0.004594084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1000886,"about_ca_topic_score_gemma":0.1367165,"domain_scores_codex":[0.9985239,0.0002503219,0.0000916865,0.0002235897,0.0007530078,0.0001575632],"domain_scores_gemma":[0.9978063,0.0004353261,0.0003117221,0.0001233298,0.001061122,0.0002621508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008242829,0.001157636,0.2031472,0.002079358,0.0004461521,0.0004661931,0.0002821508,0.01045463,0.004317947,0.0008006079,0.133007,0.6430169],"study_design_scores_gemma":[0.0004641484,0.001842999,0.4819488,0.003899736,0.000954851,0.002028478,0.002905418,0.1792886,0.02012185,0.004987829,0.3011414,0.0004158306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5749569,0.02869628,0.0388535,0.01556076,0.004222217,0.002253355,0.111525,0.01400588,0.2099262],"genre_scores_gemma":[0.8443142,0.008304742,0.04066783,0.002462755,0.0009580384,0.0004983993,0.0300785,0.001396556,0.07131889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8999114,"threshold_uncertainty_score":0.199012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008112816840022458,"score_gpt":0.2058050082497935,"score_spread":0.197692191409771,"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."}}