{"id":"W7111109290","doi":"10.1021/acs.est.5c01641.s001","title":"Fire Smoke Elevatedthe Carbonaceous PM<sub>2.5</sub> Concentration and Mortality Burdenin the Contiguous U.S. and SouthernCanada","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoke; Particulates; Population; Human health; Air pollution; Total organic carbon","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":[0.0006283817,0.0008492072,0.0003409605,0.0004064065,0.0007185555,0.0009771334,0.0006957408,0.0005199309,0.0009131747],"category_scores_gemma":[0.001127306,0.0002620899,0.0008692854,0.0006543825,0.0004353954,0.0003425081,0.0005576523,0.0005319465,0.0001856689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006553574,"about_ca_system_score_gemma":0.007514467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9076827,"about_ca_topic_score_gemma":0.9134291,"domain_scores_codex":[0.9997581,0.00003074006,0.000009916783,0.0001061299,0.00005101235,0.0000441564],"domain_scores_gemma":[0.999675,0.00004679005,0.000057014,0.00002562925,0.0001600445,0.00003553298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601651,0.00009282914,0.8614475,0.0001129676,0.0003068749,0.0001419127,0.0002173277,0.1084132,0.002675977,0.0009434163,0.002265594,0.02322237],"study_design_scores_gemma":[0.00004132557,0.00008461725,0.6412826,0.00005736633,0.000252127,0.00008346944,0.0006800623,0.3492006,0.002286744,0.001113006,0.004863926,0.00005399666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986975,0.0006312607,0.006438708,0.0005305168,0.00003216693,0.00003786433,0.003025181,0.0004289583,0.001900407],"genre_scores_gemma":[0.9928705,0.0002400219,0.003763429,0.0001075224,0.00001089214,0.00001919253,0.002195639,0.00001840737,0.0007744109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09231734,"threshold_uncertainty_score":0.185722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134137177344402,"score_gpt":0.2171962144570441,"score_spread":0.2058548426836001,"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."}}