{"id":"W4416959420","doi":"10.1016/j.envres.2025.123476","title":"Associations between exposure to air pollution and obesity and related anthropometric measurements in adults: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; McGill University Health Centre; Hamilton Health Sciences; University of Toronto; Population Health Research Institute; McMaster University","funders":"McMaster University","keywords":"Air pollution; Public health; Obesity; Anthropometry; Causality (physics); Epidemiology; Air pollutants; Longitudinal study","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006204155,0.002678054,0.01453937,0.004164288,0.0005411191,0.002895733,0.002104789,0.002645846,0.003964864],"category_scores_gemma":[0.01563388,0.001845901,0.02986964,0.005911517,0.0007356234,0.001576764,0.001994452,0.001981269,0.0003941437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644071,"about_ca_system_score_gemma":0.003371842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066337,"about_ca_topic_score_gemma":0.02869266,"domain_scores_codex":[0.9960537,0.001124814,0.001551997,0.0006484647,0.0004107759,0.0002102661],"domain_scores_gemma":[0.9927015,0.004855449,0.001487073,0.0003062989,0.0005242043,0.0001254675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001184972,0.00004284023,0.006594957,0.4099773,0.570406,0.0001503995,0.0001151582,0.0002827318,0.0003232188,0.00008188425,0.0005643815,0.01027621],"study_design_scores_gemma":[0.0003958149,0.0001284532,0.005933313,0.015204,0.9765761,0.00009084407,0.00005731152,0.00007449973,0.00007642939,0.00008843198,0.001345576,0.00002921762],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005117936,0.9936046,0.0003352353,0.00009352743,0.0001268368,0.0001366716,0.0004405163,0.00002145421,0.0001232111],"genre_scores_gemma":[0.1279453,0.8675085,0.00177717,0.0009947991,0.0002106189,0.0004356138,0.0006934817,0.00002458965,0.000409941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01453937,"threshold_uncertainty_score":0.03281111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2450360109051569,"score_gpt":0.4521278994105428,"score_spread":0.207091888505386,"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."}}