{"id":"W4390534525","doi":"10.1007/s00411-023-01049-w","title":"Lifetime excess absolute risk for lung cancer due to exposure to radon: results of the pooled uranium miners cohort study PUMA","year":2024,"lang":"en","type":"article","venue":"Radiation and Environmental Biophysics","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention; Bundesamt für Strahlenschutz; World Health Organization","keywords":"Cohort; Medicine; Radon; Puma; Lung cancer; Absolute risk reduction; Relative risk; Cohort study; Population; Demography; Environmental health; Confidence interval; Internal medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005100548,0.0001637128,0.0002425975,0.00005707281,0.0003558657,0.00001699908,0.0001282302,0.00008826963,0.00002271816],"category_scores_gemma":[0.00003229252,0.0001231801,0.00007726608,0.000195022,0.00003606739,0.0001191063,0.00006762314,0.0002089844,0.00001889686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213271,"about_ca_system_score_gemma":0.0000499637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004129704,"about_ca_topic_score_gemma":0.0001040543,"domain_scores_codex":[0.9984533,0.0002310664,0.0003693012,0.0003623718,0.0003349626,0.0002490299],"domain_scores_gemma":[0.999281,0.0001569101,0.0001409697,0.0002704069,0.00001071689,0.0001400078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001389219,0.0009482517,0.8220523,0.0005962995,0.001221159,0.000006166238,0.0320305,0.005959392,0.06141717,0.00005723317,0.03267458,0.04164775],"study_design_scores_gemma":[0.001689586,0.0002384607,0.9867662,0.0001281811,0.0002826949,4.23243e-7,0.001608756,0.003033274,0.001066254,0.0000104549,0.004972638,0.0002030796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922571,0.0003620451,0.0004476718,0.00131517,0.001213327,0.003248439,0.001017778,0.00002743565,0.0001110409],"genre_scores_gemma":[0.997139,0.0002035826,0.0000688391,0.0003938808,0.0003539997,0.0004137444,0.00003877166,0.00002656375,0.001361569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647139,"threshold_uncertainty_score":0.502314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635916086179871,"score_gpt":0.3208521562005744,"score_spread":0.3044929953387757,"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."}}