{"id":"W2612301956","doi":"10.1080/10962247.2017.1315348","title":"Seasonal ambient particulate matter and population health outcomes among communities impacted by road dust in British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ministry of Environment; BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control; Ministry of Environment","keywords":"Interquartile range; Environmental health; Poisson regression; Particulates; Environmental science; Air quality index; Population; Air pollution; Geography; Medicine; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001833955,0.001058312,0.001528856,0.002301492,0.002964345,0.002026657,0.002177308,0.0008173601,0.002653962],"category_scores_gemma":[0.004267851,0.000696769,0.002653508,0.006675142,0.0007750154,0.0004352045,0.001000712,0.001190553,0.0002084047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04656995,"about_ca_system_score_gemma":0.06212719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982505,"about_ca_topic_score_gemma":0.9988451,"domain_scores_codex":[0.9981601,0.0003267972,0.0002465534,0.0004141236,0.0004924866,0.0003599372],"domain_scores_gemma":[0.9962897,0.0003459177,0.0003955873,0.000133776,0.002317091,0.0005178202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001829682,0.0001701885,0.9224684,0.003834202,0.01236022,0.0004176483,0.001072093,0.001635693,0.0006678184,0.0004922923,0.01616974,0.03888214],"study_design_scores_gemma":[0.0005927006,0.000113103,0.9736935,0.002474901,0.01139794,0.000196927,0.001554118,0.001870481,0.0002809391,0.0002495621,0.007450658,0.0001251761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7453984,0.2031547,0.001341315,0.004986723,0.0006604962,0.0005068589,0.03568824,0.0001330428,0.008130159],"genre_scores_gemma":[0.9687572,0.02225727,0.0008243317,0.0008317146,0.0000480607,0.0001748293,0.00466353,0.00002464228,0.002418509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04656995,"threshold_uncertainty_score":0.3378903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122162933973503,"score_gpt":0.2510045939259476,"score_spread":0.2387883005285973,"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."}}