{"id":"W4362606390","doi":"10.1038/s41586-023-05874-3","title":"Lung adenocarcinoma promotion by air pollutants","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":761,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Linda Crnic Institute for Down Syndrome, University of Colorado School of Medicine, Anschutz Medical Campus; National Cancer Institute; Japan Society for the Promotion of Science; Engineering and Physical Sciences Research Council; Horizon 2020 Framework Programme; Genentech; Peking University People's Hospital; Ono Pharmaceutical; University College London Hospitals NHS Foundation Trust; Chinese Academy of Medical Sciences; Medical Research Council; National Research Foundation of Korea; Cancerfonden; Vetenskapsrådet; National Natural Science Foundation of China; Peking University; Chang Gung Medical Foundation; National Institute for Health and Care Research; AstraZeneca; Invitae; Revolution Medicines; Astex Pharmaceuticals; LifeArc; Francis Crick Institute; Wellcome Trust; Cancer Research UK; University College London; Stand Up To Cancer; Ministry of Science and ICT, South Korea; LUNGevity Foundation; Entertainment Industry Foundation; Bristol-Myers Squibb; European Respiratory Society; Pfizer; National Institutes of Health; Rosetrees Trust; European Commission; Breast Cancer Research Foundation; National Research Foundation; Amgen; American Association for Cancer Research; Génome Québec; Korea Health Industry Development Institute; International Association for the Study of Lung Cancer; U.S. Department of Veterans Affairs","keywords":"Lung cancer; KRAS; Carcinogenesis; Cancer research; Lung; Adenocarcinoma; Medicine; Carcinogen; Cancer; Immunology; Oncology; Biology; Internal medicine; Genetics; Colorectal cancer","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":[0.0003473667,0.0003304765,0.0002640306,0.0005730109,0.0001898273,0.0005579101,0.0002127632,0.0004361768,0.002305711],"category_scores_gemma":[0.0003143417,0.0002024309,0.0005006961,0.0003341999,0.0002657424,0.0002199385,0.000627676,0.0004573733,0.0005022173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254178,"about_ca_system_score_gemma":0.0003671744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588859,"about_ca_topic_score_gemma":0.002023076,"domain_scores_codex":[0.9997019,0.00008330442,0.00001465889,0.00005831019,0.00007628153,0.00006554854],"domain_scores_gemma":[0.9996051,0.00006861633,0.0001185586,0.00006336134,0.00005110729,0.00009323235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00176103,0.0003501502,0.2492581,0.0009052363,0.0003035087,0.001536079,0.0002473959,0.0006015892,0.7092931,0.00116364,0.00219116,0.03238899],"study_design_scores_gemma":[0.00003465495,0.001261396,0.8938565,0.00007442284,0.0001196158,0.002034549,0.000370005,0.00101894,0.08867382,0.001019373,0.01151889,0.00001791835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693578,0.01994372,0.002392444,0.0005791637,0.00013864,0.00006553468,0.0008277462,0.0002122148,0.006482729],"genre_scores_gemma":[0.9912031,0.005844083,0.0004604104,0.0001526454,0.00006174736,0.0000235785,0.0004312937,0.0000100852,0.001812928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305711,"threshold_uncertainty_score":0.007713377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987857508886128,"score_gpt":0.3101488921918295,"score_spread":0.2902703171029682,"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."}}