{"id":"W4394713849","doi":"10.1016/j.envpol.2024.123941","title":"A meta-analysis of the carcinogenic effects of particulate matter and polycyclic aromatic hydrocarbons","year":2024,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"","keywords":"Carcinogen; International agency; Lung cancer; Cancer; Environmental health; Breast cancer; Particulates; Incidence (geometry); Environmental chemistry; Toxicology; Medicine; Chemistry; Oncology; Biology; Internal medicine; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.01379295,0.003788777,0.01113035,0.003193236,0.001097371,0.002957198,0.002296299,0.002983816,0.003232351],"category_scores_gemma":[0.0261572,0.00214068,0.05418434,0.004018661,0.000756669,0.001317623,0.001827645,0.002672729,0.0004373131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727048,"about_ca_system_score_gemma":0.001946524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476483,"about_ca_topic_score_gemma":0.01942325,"domain_scores_codex":[0.9830201,0.01055958,0.001828135,0.002928408,0.001039468,0.0006243991],"domain_scores_gemma":[0.9828172,0.01211659,0.001562138,0.001977121,0.001108419,0.0004185076],"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":[0.01235036,0.00004120512,0.01307482,0.006050075,0.9645808,0.0001408028,0.00002964007,0.0007449462,0.0006626697,0.00005011079,0.0002540428,0.002020505],"study_design_scores_gemma":[0.001201153,0.0004572628,0.008908411,0.0002993017,0.9878767,0.00008207556,0.00002232761,0.0003717084,0.0001952469,0.0001057444,0.0004624651,0.00001764213],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2741707,0.7100636,0.007718016,0.0008283827,0.0018939,0.0003502906,0.003644175,0.0002481825,0.001082862],"genre_scores_gemma":[0.9464273,0.04626523,0.003457535,0.0007949035,0.000419134,0.000268832,0.001284417,0.00009517337,0.0009874986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01476483,"threshold_uncertainty_score":0.07294494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614123457750773,"score_gpt":0.2561710609501441,"score_spread":0.2300298263726364,"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."}}