{"id":"W2586156705","doi":"10.1097/ede.0000000000000604","title":"Exposure–Response Analyses of Asbestos and Lung Cancer Subtypes in a Pooled Analysis of Case–Control Studies","year":2017,"lang":"en","type":"article","venue":"Epidemiology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research; Ministry of Labour and Social Protection of the Russian Federation; Universidad de Oviedo; Regione Lazio; Institut National Du Cancer; Institut de Veille Sanitaire; Cancer Care Ontario; Deutsche Gesetzliche Unfallversicherung; Agence Nationale de la Recherche; Regione Lombardia; Compagnia di San Paolo; Fondation pour la Recherche Médicale; Fondation de France; Workplace Safety and Insurance Board","keywords":"Asbestos; Lung cancer; Medicine; Odds ratio; Confidence interval; Job-exposure matrix; Logistic regression; Case-control study; Population; Cancer; Epidemiology; Demography; Internal medicine; Environmental health; Oncology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007814235,0.00009056298,0.0009322769,0.000216795,0.00004801148,8.602394e-7,0.00004715165,0.00005387437,0.00007804381],"category_scores_gemma":[0.003680671,0.00006596847,0.0001335261,0.00008580089,0.0003554779,0.0000378294,0.00003849678,0.00005094674,3.986264e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000349776,"about_ca_system_score_gemma":0.00002870341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680993,"about_ca_topic_score_gemma":0.0007494054,"domain_scores_codex":[0.9988788,0.000336705,0.0004212444,0.0001824857,0.00005779599,0.0001229996],"domain_scores_gemma":[0.9974461,0.001883242,0.0003254691,0.000254017,0.00003403181,0.00005720106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002023183,0.00007886625,0.9873479,0.0000701864,0.005196286,0.0001082468,0.0001151403,0.0009361695,0.003337314,0.00003586812,0.00005844434,0.0006923863],"study_design_scores_gemma":[0.0008543683,0.0001624059,0.9885546,0.00004717783,0.007401494,0.00001603641,0.0001162034,0.002478909,0.0002366719,0.00007505207,0.000006569114,0.00005050771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716538,0.02688601,0.00002672598,0.001167976,0.00002683848,0.0001172126,0.00009613881,0.000003227856,0.00002208295],"genre_scores_gemma":[0.9986877,0.0007663039,0.0001628884,0.0002633304,0.00002176993,0.00002452944,0.000007161963,0.000004006368,0.00006235156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02703387,"threshold_uncertainty_score":0.4406373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09345036166098432,"score_gpt":0.4547266227418664,"score_spread":0.3612762610808821,"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."}}