{"id":"W4404599532","doi":"10.21203/rs.3.rs-5478994/v1","title":"Fire Smoke Elevated the Carbonaceous PM2.5 Concentration and Mortality Burden in the Contiguous U.S. and Southern Canada","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Smoke; Environmental science; Environmental health; Geography; Climatology; Meteorology; Medicine; Geology","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":[0.0002285302,0.0003222779,0.0002530772,0.0007629629,0.001612825,0.001275531,0.0007467324,0.0004795872,0.003541235],"category_scores_gemma":[0.001088971,0.0002654175,0.0005141282,0.001467535,0.0005452551,0.0003272709,0.0006777104,0.0005944051,0.0002860515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132403,"about_ca_system_score_gemma":0.02102214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972032,"about_ca_topic_score_gemma":0.9975903,"domain_scores_codex":[0.9997328,0.00001608041,0.00001229014,0.00005800954,0.00005876687,0.0001221042],"domain_scores_gemma":[0.9991639,0.00003566768,0.00009697313,0.00002944017,0.000418831,0.0002552744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467397,0.00002358099,0.9908042,0.00001898011,0.0001061499,0.0001157914,0.000439778,0.0004156335,0.0006997557,0.0002341444,0.002351577,0.004643621],"study_design_scores_gemma":[0.000005189767,0.000006400933,0.9975689,0.00001904255,0.00003591713,0.00003207696,0.0009132384,0.0005007821,0.0001083761,0.00004966945,0.0007534961,0.000006987313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910874,0.000605184,0.0001217023,0.0008166985,0.00003418527,0.00001039532,0.004019741,0.0000216913,0.00328313],"genre_scores_gemma":[0.9957597,0.0003574999,0.00006053587,0.00007678315,0.000009531039,0.000002979774,0.00104409,0.000007156768,0.002681698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132403,"threshold_uncertainty_score":0.08216202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690453283612431,"score_gpt":0.2989599988940735,"score_spread":0.2620554660579492,"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."}}