{"id":"W2766856590","doi":"10.2105/ajph.2017.303839","title":"Global Association of Air Pollution and Cardiorespiratory Diseases: A Systematic Review, Meta-Analysis, and Investigation of Modifier Variables","year":2017,"lang":"en","type":"review","venue":"American Journal of Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cardiorespiratory fitness; Environmental health; Meta-analysis; Medicine; Air pollution; Socioeconomic status; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02129644,0.003482999,0.02186796,0.01108506,0.0007965003,0.003622943,0.002859955,0.002712455,0.003553634],"category_scores_gemma":[0.05329315,0.001690835,0.03237971,0.01218062,0.0008934384,0.002090892,0.001770942,0.001857925,0.0003077742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003034241,"about_ca_system_score_gemma":0.006473694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008763218,"about_ca_topic_score_gemma":0.02089254,"domain_scores_codex":[0.9867987,0.005777181,0.004180283,0.001446141,0.001401577,0.0003959957],"domain_scores_gemma":[0.9717126,0.0212026,0.004155477,0.0009204872,0.001746973,0.0002619528],"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":[0.0006655208,0.00002707311,0.004775149,0.5305368,0.4494156,0.0001230452,0.00008609275,0.0005151004,0.0001788488,0.0001849027,0.0009591984,0.0125327],"study_design_scores_gemma":[0.0002565542,0.0001268606,0.004086575,0.05337231,0.9392856,0.00009494578,0.00004138723,0.000168882,0.0001181253,0.0002900662,0.002135671,0.00002304089],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001736461,0.9964483,0.0005533587,0.0002279372,0.0001357666,0.0002664465,0.0004711965,0.00002131319,0.0001392893],"genre_scores_gemma":[0.06700418,0.9248598,0.003715489,0.001092686,0.0003199497,0.001794835,0.0009624115,0.00003510043,0.0002156567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9781321,"threshold_uncertainty_score":0.1126277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766886896394423,"score_gpt":0.4077848789054041,"score_spread":0.2310961892659618,"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."}}