{"id":"W2904396437","doi":"10.1016/j.chest.2018.10.042","title":"Air Pollution and Noncommunicable Diseases","year":2018,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":553,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of Environmental Health Sciences; Medical Research Council; School of Medicine, New York University; York University","keywords":"Environmental health; Air pollution; Harm; Pollution; Particulates; Pollutant; Air quality index; Medicine; Indoor air quality; Aerodynamic diameter; Environmental protection; Toxicology; Environmental science; Environmental engineering; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005865378,0.0001896729,0.0005521878,0.00003863281,0.0005026616,0.00005833215,0.0003081029,0.0001652207,0.001043208],"category_scores_gemma":[0.000108525,0.0001379051,0.0001405115,0.0001260607,0.0003086909,0.0002307058,0.0002452052,0.000519481,0.0006511845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354737,"about_ca_system_score_gemma":0.0001247212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003367368,"about_ca_topic_score_gemma":0.00001491027,"domain_scores_codex":[0.9986817,0.0002449993,0.0003893974,0.0001573655,0.0002090112,0.0003174819],"domain_scores_gemma":[0.9988129,0.00007374259,0.000348505,0.0002608324,0.000005238339,0.0004987647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002886734,0.00004266005,0.00006726808,0.002658596,0.00001538989,0.000008309048,0.00009983286,0.000001091389,2.16263e-8,0.000011423,0.05835066,0.9387419],"study_design_scores_gemma":[0.00008072286,0.00006934348,0.001253847,0.002567767,0.0001400669,0.000338368,0.00001486957,0.000005111106,5.408041e-8,0.0002838067,0.9950935,0.0001525465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001349867,0.9961493,0.00006836389,0.0007524441,0.0001650863,0.0001311448,0.00001657808,0.00001498962,0.002688621],"genre_scores_gemma":[0.00001622718,0.9969513,0.001146495,0.000912986,0.0004265459,0.000003909967,0.000007333125,0.00001805392,0.0005170926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9385893,"threshold_uncertainty_score":0.99987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113498151874703,"score_gpt":0.3848715727330605,"score_spread":0.2713734208583575,"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."}}