{"id":"W2996446805","doi":"10.1136/oem-2019-epi.143","title":"O6B.2 Cancer risk by ore type in a mixed miners cohort","year":2019,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Laurentian University; University of Toronto","funders":"","keywords":"Medicine; Lung cancer; Cohort; Environmental health; Cohort study; Poisson regression; Cancer; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000448419,0.0003021179,0.0003597627,0.0009982516,0.001061988,0.0006622776,0.000710471,0.0003761736,0.003140417],"category_scores_gemma":[0.001025971,0.0004890388,0.000530459,0.001081967,0.0003032121,0.0003152,0.0007521248,0.0002999647,0.0005522778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663257,"about_ca_system_score_gemma":0.001267754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3894845,"about_ca_topic_score_gemma":0.4916594,"domain_scores_codex":[0.9995686,0.00004557129,0.00002374151,0.0001188666,0.0001095876,0.0001335578],"domain_scores_gemma":[0.9993774,0.00003275315,0.0001907704,0.00008890731,0.0001047622,0.0002055433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001798754,0.00001944626,0.9981447,0.000006361257,0.00003500758,0.00005411035,0.0001617695,0.00001494142,0.000295302,0.00002166823,0.0003216975,0.000744912],"study_design_scores_gemma":[0.0000175412,0.00004515601,0.9989821,0.000006502133,0.00002597242,0.00009957764,0.0002076026,0.0001006149,0.00003817236,0.00001916255,0.0004544317,0.000003121954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962273,0.000104325,0.00007963768,0.00005786377,0.000003832417,0.00003047532,0.002772207,0.000007010593,0.000717409],"genre_scores_gemma":[0.9968382,0.00007165501,0.0001266911,0.00004156089,0.000005432669,0.00004140158,0.001697353,0.000005852164,0.001171805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3894845,"threshold_uncertainty_score":0.7744349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006090892329772748,"score_gpt":0.243477022507604,"score_spread":0.2373861301778312,"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."}}