{"id":"W4409403694","doi":"10.1021/acsenvironau.4c00087","title":"Wildfire-Related Air Pollution and Infectious Diseases: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"ACS Environmental Au","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; China Scholarship Council; Australian Research Council; Monash University","keywords":"Air pollution; Environmental science; Pollution; Environmental planning; Biology; Ecology","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":[0.02026484,0.002875164,0.01954027,0.01073806,0.000722395,0.003404084,0.002314482,0.002620301,0.004740334],"category_scores_gemma":[0.04991279,0.001712669,0.03360261,0.01246654,0.0009208412,0.002337961,0.002014731,0.001779091,0.000359108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310695,"about_ca_system_score_gemma":0.006935905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006963568,"about_ca_topic_score_gemma":0.01740368,"domain_scores_codex":[0.9863701,0.005934856,0.004411969,0.001246953,0.001548827,0.0004873099],"domain_scores_gemma":[0.9693898,0.02183025,0.005301943,0.0008007149,0.002373102,0.0003042227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008981041,0.00002913827,0.003224744,0.7165544,0.2652092,0.0001621824,0.00009733193,0.0004189519,0.0002159541,0.0001558088,0.0009312138,0.01210287],"study_design_scores_gemma":[0.0005777048,0.0003168811,0.00549994,0.09266784,0.8966637,0.0001617375,0.00008618146,0.0002896572,0.0002077668,0.0002897743,0.003197077,0.00004174735],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00329523,0.9940246,0.0008347307,0.000250035,0.0001581955,0.0005850178,0.0006379642,0.00002773357,0.0001865658],"genre_scores_gemma":[0.08050346,0.908641,0.0044222,0.0009255892,0.0003290695,0.003883986,0.0008694722,0.00002963508,0.0003956341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02026484,"threshold_uncertainty_score":0.107172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025689139734905,"score_gpt":0.3148932798794718,"score_spread":0.2746363884821227,"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."}}