{"id":"W2164131935","doi":"10.1136/oemed-2013-101469","title":"Lung cancer risk among bakers, pastry cooks and confectionary makers: the SYNERGY study","year":2013,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; Institut National de la Recherche Scientifique; Université de Montréal","funders":"National Cancer Institute; National Institutes of Health; Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro; Ministry of Labour and Social Protection of the Russian Federation; Compagnia di San Paolo; Regione Lombardia; Division of Cancer Epidemiology and Genetics, National Cancer Institute; Fondation de France; Universidad de Oviedo; Deutsche Gesetzliche Unfallversicherung; European Regional Development Fund; European Commission; Ruhr-Universität Bochum; Canadian Institutes of Health Research","keywords":"Pastry; Lung cancer; Medicine; Environmental health; Food science; Biology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001031029,0.0002119148,0.0002150028,0.00004889325,0.0003091323,0.0000148044,0.00004490071,0.0000544612,0.002842881],"category_scores_gemma":[0.00002269801,0.0001292214,0.00003628231,0.00005184023,0.0007176212,0.0001469043,0.00007945233,0.0001759474,0.00001975711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008317041,"about_ca_system_score_gemma":0.00001453376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711283,"about_ca_topic_score_gemma":0.0000307796,"domain_scores_codex":[0.9987483,0.0000608144,0.0002469363,0.0003302455,0.0004351897,0.0001784962],"domain_scores_gemma":[0.999368,0.0001355143,0.00009733074,0.0001577688,0.000008078615,0.0002332694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778181,0.0002906022,0.9897574,0.00002576932,0.0001661408,0.000008365445,0.0001862773,0.00002530173,0.0004063719,0.00002261463,0.003273547,0.005659802],"study_design_scores_gemma":[0.001818014,0.0004310147,0.9928715,0.00006771339,0.0002930166,0.00003691389,0.002074427,0.001277108,0.00001594368,0.00007761786,0.0008988499,0.0001378287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952992,0.002013074,0.00001625159,0.001205506,0.0001020731,0.000784924,0.00009650826,0.00002212526,0.0004603733],"genre_scores_gemma":[0.9961968,0.001033972,0.00002925405,0.0009055464,0.000308962,0.0002729565,0.0002493764,0.00001787606,0.0009852212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005521973,"threshold_uncertainty_score":0.9980686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005992336625232715,"score_gpt":0.238200835665725,"score_spread":0.2322084990404923,"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."}}