{"id":"W4417202163","doi":"10.5864/d2025-020","title":"Residential wood smoke: perceptions, health risks, and mitigating exposures","year":2025,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stove; Wood fuel; Smoke; Particulates; Indoor air quality; Wood industry; Air pollution; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001806273,0.0002842555,0.0002101835,0.0008548053,0.002588855,0.001978733,0.0007371988,0.0005140211,0.001832059],"category_scores_gemma":[0.004082209,0.0002100831,0.0004057755,0.001119104,0.001784637,0.0007073747,0.001237617,0.0009370066,0.00008631541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009422745,"about_ca_system_score_gemma":0.0146646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9025674,"about_ca_topic_score_gemma":0.9258602,"domain_scores_codex":[0.998606,0.0002185424,0.00004944641,0.0001070702,0.0006721467,0.0003469158],"domain_scores_gemma":[0.9980216,0.0003459542,0.0005566503,0.00005227166,0.0005783676,0.0004451519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007976711,0.0002500717,0.9203626,0.0002340141,0.00009772422,0.0002136752,0.04072944,0.0001701383,0.0004214098,0.001474701,0.001391939,0.03457445],"study_design_scores_gemma":[0.000006311946,0.00007251622,0.9379332,0.0002059223,0.00007156449,0.00007349946,0.05641029,0.0002526673,0.0001558963,0.0003695378,0.00442089,0.00002767191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884066,0.00149837,0.0001763775,0.001950305,0.00002143779,0.00003170818,0.0001763539,0.000005297179,0.007733482],"genre_scores_gemma":[0.9980118,0.001010789,0.0001475047,0.0001711963,0.000007206917,0.000005629741,0.00005926516,0.000001277828,0.0005852472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9025674,"threshold_uncertainty_score":0.1960127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653159727290288,"score_gpt":0.3924461386433417,"score_spread":0.3271301659143129,"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."}}