{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02782403,0.001772433,0.004134359,0.007304178,0.0005032509,0.002273069,0.000843305,0.001155679,0.001814979],"category_scores_gemma":[0.05262738,0.001166145,0.01898086,0.005349151,0.0005165612,0.0009980538,0.001958359,0.0005866205,0.0002150972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006514085,"about_ca_system_score_gemma":0.0007658231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839806,"about_ca_topic_score_gemma":0.002952731,"domain_scores_codex":[0.972186,0.01491382,0.005556141,0.004460738,0.00237285,0.0005104624],"domain_scores_gemma":[0.9540275,0.02618358,0.009069,0.007156549,0.003014963,0.0005484532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005477643,0.00007711682,0.4982134,0.003820776,0.4729047,0.0003770237,0.0002339978,0.001586167,0.001693028,0.0001198377,0.0004372235,0.0150591],"study_design_scores_gemma":[0.00061616,0.001417467,0.4783319,0.0008160439,0.5124705,0.001064873,0.0003066218,0.001839665,0.001065409,0.0004902608,0.001493665,0.00008745827],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8116964,0.1482737,0.03017687,0.0002609913,0.0001905509,0.0007379802,0.007039604,0.0002654167,0.001358512],"genre_scores_gemma":[0.9853649,0.006969141,0.004839379,0.00007925143,0.00007462976,0.0002919932,0.002186,0.00003953254,0.0001552531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02782403,"threshold_uncertainty_score":0.1471493,"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."}}