{"id":"W4396625222","doi":"10.1186/s12992-024-01040-0","title":"Burden of cardiovascular disease attributed to air pollution: a systematic review","year":2024,"lang":"en","type":"review","venue":"Globalization and Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Medicine; Public health; Air pollution; Air quality index; Environmental epidemiology; Burden of disease; Gerontology; Population; Geography; Pathology","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":[0.006312393,0.001483619,0.009519864,0.01281553,0.0006688384,0.002597824,0.001770828,0.001624777,0.003753334],"category_scores_gemma":[0.02933308,0.0009955984,0.008194476,0.01367449,0.0007956458,0.001825555,0.001521527,0.001007823,0.0002446271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002981985,"about_ca_system_score_gemma":0.009382617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008478806,"about_ca_topic_score_gemma":0.02186864,"domain_scores_codex":[0.9923958,0.002123195,0.003223429,0.0007010629,0.001324604,0.0002320344],"domain_scores_gemma":[0.9757656,0.01721525,0.004355598,0.0003443628,0.002063403,0.0002558155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001106604,0.00000918876,0.001596396,0.9725618,0.01379097,0.00009543674,0.0001276215,0.00007584082,0.00008717952,0.0001039091,0.0007099325,0.01073099],"study_design_scores_gemma":[0.0002290363,0.0002003052,0.01092889,0.8063658,0.1705408,0.0004655003,0.0003466638,0.0001447427,0.0001631767,0.0002880676,0.01028009,0.00004693801],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002071059,0.9959864,0.0001562699,0.0002190511,0.0001149556,0.0003412435,0.0008703109,0.000008812153,0.0002319585],"genre_scores_gemma":[0.02916853,0.9683405,0.0005845484,0.000384397,0.0001189684,0.000746992,0.0005477912,0.000005809925,0.000102511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01281553,"threshold_uncertainty_score":0.03338349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09301825968253237,"score_gpt":0.3906299542219618,"score_spread":0.2976116945394295,"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."}}