{"id":"W3015573661","doi":"10.1016/j.scitotenv.2020.138506","title":"Health impact analysis of PM2.5 from wildfire smoke in Canada (2013–2015, 2017–2018)","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Environment and Climate Change Canada; Health Canada; Wilfrid Laurier University","funders":"Health Canada","keywords":"Environmental health; Population health; Population; Smoke; Geography; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001137849,0.0001613243,0.0004106183,0.00004199307,0.000242747,0.00001026681,0.001162235,0.00002901598,0.00116674],"category_scores_gemma":[0.00007737109,0.00009285818,0.0001318669,0.001138501,0.001203331,0.0001928765,0.0006333693,0.0001978867,0.00003537456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714514,"about_ca_system_score_gemma":0.0006080557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9381692,"about_ca_topic_score_gemma":0.2764324,"domain_scores_codex":[0.997142,0.0001859728,0.0005242128,0.0003684675,0.001251447,0.0005279084],"domain_scores_gemma":[0.9983118,0.0000974202,0.0004510217,0.0007628222,0.000001952529,0.0003750457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00005057951,0.00009107311,0.03133544,0.000009319458,0.000070746,0.000001099764,0.004289183,0.9540772,0.002694549,0.00001336212,0.005225407,0.002142051],"study_design_scores_gemma":[0.0001523763,0.0001000566,0.9689717,0.00001225779,0.00005233588,7.209939e-7,0.0004707121,0.02914117,0.0007569508,0.00008879952,0.0001486918,0.0001041788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559976,0.0001407988,0.00002252043,0.04310032,0.00007531233,0.0002758513,0.0001480413,0.000003543031,0.0002359639],"genre_scores_gemma":[0.9984403,0.00008922367,0.0001386566,0.001267894,0.00001318789,0.000003440703,0.000003014233,0.000006016506,0.00003827719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9376363,"threshold_uncertainty_score":0.9997463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623164736763897,"score_gpt":0.2832022018249306,"score_spread":0.2469705544572917,"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."}}