{"id":"W4404042296","doi":"10.1021/acs.estlett.4c00785","title":"Aged and Obscured Wildfire Smoke Associated with Downwind Health Risks","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Federal Emergency Management Agency; Research Foundation for the State University of New York; Division of Atmospheric and Geospace Sciences; New York State Energy Research and Development Authority; New York State Department of Environmental Conservation; National Science Foundation; State University of New York; University at Albany; Homeland Security and Emergency Services","keywords":"Smoke; Environmental science; Environmental health; Meteorology; Geography; Medicine","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":[0.0005229396,0.0004551475,0.00022453,0.0007090495,0.0007031799,0.0008744177,0.00051834,0.0005062107,0.002333412],"category_scores_gemma":[0.0006935321,0.0001958365,0.0002713157,0.0006998572,0.0003197787,0.0003415673,0.0005165489,0.0004254214,0.0002555341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340789,"about_ca_system_score_gemma":0.001540393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3127238,"about_ca_topic_score_gemma":0.5826811,"domain_scores_codex":[0.9996094,0.00002647345,0.00001885678,0.0001176469,0.0001378426,0.00008983883],"domain_scores_gemma":[0.999631,0.00004010455,0.00008507042,0.00003251956,0.0001732767,0.00003800117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003490265,0.00005149098,0.9374573,0.0001762427,0.0001476507,0.0004847509,0.0005784985,0.001338685,0.02255766,0.0004219497,0.002873554,0.03356321],"study_design_scores_gemma":[0.00000366123,0.00003699137,0.987246,0.00004623612,0.00007691971,0.0002524728,0.0006373576,0.002500643,0.004474258,0.0003060263,0.004402533,0.00001691977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829006,0.001135687,0.004577345,0.0004024683,0.00007962526,0.00006129302,0.005274769,0.0001178535,0.005450384],"genre_scores_gemma":[0.9923115,0.0005357912,0.002765085,0.0002555657,0.00002493256,0.00002159279,0.002179725,0.00002178281,0.001884011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3127238,"threshold_uncertainty_score":0.6218071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489925063650204,"score_gpt":0.285075100417227,"score_spread":0.2601758497807249,"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."}}