{"id":"W3037708950","doi":"10.1289/ehp5792","title":"Sub-Daily Exposure to Fine Particulate Matter and Ambulance Dispatches during Wildfire Seasons: A Case-Crossover Study in British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Island Health; University of British Columbia","funders":"Australian Research Council; British Columbia Lung Association","keywords":"Particulates; Environmental science; Environmental health; Geography; Ecology; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000233274,0.0001727333,0.0003769792,0.00002400732,0.001207008,0.00003481546,0.00008902214,0.00007070423,0.0004464095],"category_scores_gemma":[0.00003724096,0.0002482632,0.00002326988,0.0001723818,0.0000691108,0.0001938225,0.0001425179,0.0005547763,0.00007291348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224947,"about_ca_system_score_gemma":0.00045337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7790279,"about_ca_topic_score_gemma":0.9873816,"domain_scores_codex":[0.9974353,0.000338567,0.0005019524,0.0006138529,0.0003175277,0.0007927839],"domain_scores_gemma":[0.9988231,0.0001249081,0.000150144,0.0001846442,0.00000866088,0.0007085514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374221,0.0001783616,0.9689519,0.0002954581,0.000009654209,0.0003419585,0.02739177,0.00003260958,0.00001461364,3.168953e-7,0.002275789,0.000370102],"study_design_scores_gemma":[0.001758939,0.0003862084,0.937474,0.0001598348,0.000004048374,0.00004795101,0.05946708,0.0000668572,0.000001540981,0.000002232606,0.0004219272,0.0002094335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884506,0.001549149,0.000001636958,0.007333794,0.000115468,0.00212982,0.0003693112,0.00002851618,0.00002165128],"genre_scores_gemma":[0.9939297,0.0001752226,0.00006216484,0.004906927,0.0001983039,0.0003148135,0.00001885831,0.00003461861,0.0003594095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083537,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624881939665849,"score_gpt":0.3069466861901907,"score_spread":0.2906978667935322,"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."}}