{"id":"W4402605288","doi":"10.1016/j.chest.2024.06.3577","title":"WORSENING AIR QUALITY DURING THE CANADIAN WILDFIRES NOT OBSERVED TO INCREASE PERT ACTIVATION RATES","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Air quality index; Quality (philosophy); Atmospheric sciences; Chemistry; Meteorology; Geography; Geology; Physics","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":[0.0006980045,0.000312248,0.0002197597,0.000664076,0.001792609,0.001050129,0.0006475229,0.0008399508,0.003765251],"category_scores_gemma":[0.00318124,0.0001646508,0.0003348032,0.0008028907,0.0003992877,0.0004464715,0.0003614765,0.001021683,0.0001940969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007272355,"about_ca_system_score_gemma":0.009863175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9098053,"about_ca_topic_score_gemma":0.9807857,"domain_scores_codex":[0.9993351,0.00003705814,0.00003332669,0.00008029254,0.0002266737,0.0002874002],"domain_scores_gemma":[0.9967757,0.0002374488,0.0005921295,0.0001194109,0.001548399,0.000726946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003681034,0.000100127,0.9853069,0.00004268582,0.00009881778,0.0001140711,0.000340472,0.000243331,0.001711593,0.00008670335,0.002794839,0.008792389],"study_design_scores_gemma":[0.000001591089,0.0000131453,0.9988948,0.000004830405,0.00000899825,0.00001366871,0.0002035895,0.00004728867,0.00009277943,0.000008663797,0.0007085412,0.000002246396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838533,0.0005374969,0.0001777725,0.0009874222,0.0001147248,0.00004815498,0.003249268,0.00002797976,0.01100382],"genre_scores_gemma":[0.9968599,0.0001897438,0.0001171667,0.0002496694,0.00003983921,0.00001191383,0.0008469651,0.000006581037,0.001678346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0901947,"threshold_uncertainty_score":0.1814517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283722840703369,"score_gpt":0.2611034130775804,"score_spread":0.2327311290072435,"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."}}