{"id":"W2862830994","doi":"10.1136/oemed-2018-105058","title":"Occupational exposure to benzene, toluene, xylene and styrene and risk of prostate cancer in a population-based study","year":2018,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Institut National de la Recherche Scientifique","funders":"Fonds de Recherche du Québec - Santé; Ministère du Développement Économique, de l’Innovation et de l’Exportation; Canadian Cancer Society Research Institute; Cancer Research Society","keywords":"Styrene; Occupational exposure; Toluene; Xylene; Prostate cancer; Benzene; Population; Environmental health; Medicine; Oncology; Cancer; Internal medicine; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297411,0.0001059588,0.0001316269,0.00006058859,0.00006401859,0.000003991168,0.00002763638,0.00003892572,0.00005651715],"category_scores_gemma":[0.00001862629,0.0000895522,0.00001031811,0.00004775797,0.00008899928,0.000004553295,0.0000538076,0.00003277597,2.561239e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001817223,"about_ca_system_score_gemma":0.00002059053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058269,"about_ca_topic_score_gemma":0.002164985,"domain_scores_codex":[0.999255,0.00003470693,0.0001914491,0.0002571537,0.0001693048,0.00009238198],"domain_scores_gemma":[0.9997357,0.0000167636,0.00006554484,0.00009235414,0.00001422506,0.00007548728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000388315,0.000106816,0.9366467,0.000009520275,0.00002295973,5.912154e-7,0.0001930957,0.0001860201,0.05835906,0.000004459815,0.00002264039,0.00405984],"study_design_scores_gemma":[0.001405519,0.001508405,0.992008,0.00002217942,0.00002911583,0.000001651099,0.0002472374,0.0001806999,0.0043752,0.00001520966,0.0001122513,0.00009453212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986396,0.0005625854,0.00004758403,0.0001115285,0.0000333195,0.0003107615,0.0002839468,0.000001460102,0.000009197794],"genre_scores_gemma":[0.9989597,0.00023481,0.0002436508,0.0001548914,0.000112851,0.00004421446,0.0002106414,0.000006804199,0.00003241053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05536132,"threshold_uncertainty_score":0.3651833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007836355297265047,"score_gpt":0.2696618496291051,"score_spread":0.26182549433184,"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."}}