{"id":"W4390973071","doi":"10.1289/ehp13380","title":"Lung Cancer Risks Associated with Occupational Exposure to Pairs of Five Lung Carcinogens: Results from a Pooled Analysis of Case-Control Studies (SYNERGY)","year":2024,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Public Health Ontario; University of Toronto; Université de Montréal","funders":"National Cancer Institute; Rijksinstituut voor Volksgezondheid en Milieu; National Institutes of Health; Compagnia di San Paolo; Regione Lombardia; Division of Cancer Epidemiology and Genetics, National Cancer Institute; Fondation de France; Ministry of Labour and Social Protection of the Russian Federation; Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro; Universidad de Oviedo; Deutsche Gesetzliche Unfallversicherung; European Regional Development Fund; World Health Organization; European Commission; Canadian Institutes of Health Research","keywords":"Lung cancer; Asbestos; Carcinogen; Odds ratio; Medicine; Case-control study; Relative risk; Confidence interval; Cancer; Internal medicine; Absolute risk reduction; Adenocarcinoma; Oncology; Environmental health; Toxicology; Chemistry; Biology; Metallurgy; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002029139,0.000248014,0.000723303,0.0003171675,0.0001228587,0.000006600018,0.00005846451,0.00006547882,0.0003251393],"category_scores_gemma":[0.00009186166,0.000197784,0.0002448682,0.0004823266,0.0002383705,0.00009574155,0.0000447047,0.0001437031,0.000002884341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551803,"about_ca_system_score_gemma":0.0001488518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691157,"about_ca_topic_score_gemma":0.0007728775,"domain_scores_codex":[0.9978753,0.0001516583,0.0005575814,0.0005771667,0.0005792602,0.0002589872],"domain_scores_gemma":[0.9987983,0.0004906595,0.0002313468,0.000229657,0.00003039526,0.0002197074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004890477,0.001311533,0.9089761,0.0002564712,0.02725526,0.0003225399,0.03210948,0.02180221,0.001287712,0.00003531358,0.0009183757,0.000834488],"study_design_scores_gemma":[0.001832736,0.0007786641,0.9637905,0.0004831737,0.006637984,0.000006776206,0.01984121,0.006293749,0.0001471313,0.000006462535,0.00001008745,0.0001715643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375292,0.04537598,0.00007725089,0.0008309696,0.00005926465,0.0006509341,0.0154115,0.00003220631,0.00003268537],"genre_scores_gemma":[0.9976737,0.0008412036,0.0002515452,0.0002142236,0.0000839813,0.0001067053,0.0006056223,0.00002718192,0.0001958516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06014447,"threshold_uncertainty_score":0.8065398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446534718491744,"score_gpt":0.34453238308034,"score_spread":0.3200670358954225,"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."}}