{"id":"W4281385365","doi":"10.1289/ehp10669","title":"Lung Cancer and Radon: Pooled Analysis of Uranium Miners Hired in 1960 or Later","year":2022,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"National Institute for Occupational Safety and Health; World Health Organization","keywords":"Lung cancer; Radon; Medicine; Demography; Environmental health; Cohort; Relative risk; Cohort study; Radon exposure; Cancer; Toxicology; Confidence interval; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007984951,0.0001669302,0.0005470553,0.0004162953,0.0005877681,0.00000266091,0.0001172627,0.00006399785,0.002803251],"category_scores_gemma":[0.00001465251,0.0001487275,0.0000865315,0.0005305289,0.0001317029,0.0001125402,0.0001366519,0.0005525502,0.000002715089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002141329,"about_ca_system_score_gemma":0.0001872454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002881262,"about_ca_topic_score_gemma":0.001712266,"domain_scores_codex":[0.9972474,0.0009409897,0.0004903678,0.0004395417,0.0004168849,0.0004647951],"domain_scores_gemma":[0.9991767,0.0001651138,0.000288574,0.0002181267,0.00000547051,0.0001459937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009949912,0.0008882389,0.8768285,0.0002559561,0.001020064,0.00001496702,0.1132884,0.000853608,0.002657882,0.00005120349,0.001584775,0.0015614],"study_design_scores_gemma":[0.002037038,0.0002238539,0.8889344,0.00004815666,0.0002595973,0.00000150176,0.1048226,0.001663275,0.00002535066,0.000005670748,0.001795273,0.0001833717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880049,0.006644287,0.00001082744,0.003604152,0.0002170272,0.0008783836,0.0002703643,0.0000180092,0.0003521105],"genre_scores_gemma":[0.9950953,0.00183411,0.00009077373,0.0006681086,0.00004889576,0.0002611068,0.00002710298,0.0000214377,0.00195317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01210585,"threshold_uncertainty_score":0.9981083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759380375267433,"score_gpt":0.3873027910437685,"score_spread":0.3497089872910941,"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."}}