{"id":"W2013231040","doi":"10.1371/journal.pone.0041431","title":"Lung Cancer Mortality (1950–1999) among Eldorado Uranium Workers: A Comparison of Models of Carcinogenesis and Empirical Excess Risk Models","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"National Cancer Institute; Canadian Nuclear Safety Commission; Health Canada; Areva","keywords":"Lung cancer; Radon; Radium; Uranium; Toxicology; Medicine; Nuclear medicine; Demography; Biology; Chemistry; Radiochemistry; Oncology; Materials science; Metallurgy; Physics; Nuclear physics","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":[0.005633667,0.0006773379,0.000746168,0.0009226596,0.0002356788,0.0007596152,0.001394376,0.0007310584,0.001473109],"category_scores_gemma":[0.009343731,0.0003399129,0.001365551,0.0004651319,0.0005124274,0.0004897689,0.0006749958,0.0005016214,0.0001798653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410451,"about_ca_system_score_gemma":0.0006347035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373779,"about_ca_topic_score_gemma":0.008232933,"domain_scores_codex":[0.9987258,0.0008056169,0.00006097302,0.0002025628,0.0001037614,0.0001012465],"domain_scores_gemma":[0.9909116,0.007637185,0.000727608,0.0003435037,0.0002936452,0.00008641531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007598352,0.0001172312,0.06249536,0.0001036315,0.0004425845,0.0001493299,0.0001687649,0.9190497,0.0006695994,0.004852888,0.0002147664,0.01097624],"study_design_scores_gemma":[0.00008518666,0.0004822279,0.03217666,0.00003522785,0.0002569144,0.0001900538,0.00010726,0.9610634,0.0004639927,0.00455722,0.0005500424,0.00003177621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725689,0.0007202028,0.02443049,0.0001769286,0.000009970534,0.00005234944,0.0004785115,0.00006730583,0.001495376],"genre_scores_gemma":[0.9947826,0.0003245872,0.002821747,0.00002606126,0.00001178387,0.00006814614,0.0005110619,0.00001200595,0.001442013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373779,"threshold_uncertainty_score":0.02979404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3905888709218153,"score_gpt":0.449645139992381,"score_spread":0.05905626907056571,"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."}}