{"id":"W2807041642","doi":"10.1289/ehp2503","title":"Global Estimate of Lung Cancer Mortality Attributable to Residential Radon","year":2018,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Ottawa","funders":"","keywords":"Radon; Lung cancer; Attributable risk; Medicine; Environmental health; Population; Relative risk; Radon exposure; Demography; Confidence interval; Oncology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008990357,0.0002170186,0.0004638165,0.00007179173,0.001128828,0.000006181591,0.0002124986,0.0001311537,0.002047031],"category_scores_gemma":[0.00005825105,0.000211639,0.00008171099,0.0002442271,0.0003059695,0.0002150277,0.0001623463,0.0002847547,0.0001732557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003061049,"about_ca_system_score_gemma":0.0003840201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008972168,"about_ca_topic_score_gemma":0.002785662,"domain_scores_codex":[0.9968951,0.0006171824,0.0005667015,0.0005337199,0.0005970109,0.0007903296],"domain_scores_gemma":[0.9987856,0.00006135038,0.0003313198,0.0004008471,0.0000365828,0.0003843391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003111716,0.0005188717,0.9643078,0.0002787229,0.0001318381,0.000002775193,0.01479046,0.00006028149,0.001617249,0.0004004617,0.01670133,0.000878971],"study_design_scores_gemma":[0.0009172924,0.0003576258,0.9885095,0.000244245,0.00003237481,0.000001411982,0.007060262,0.0001778164,0.0004014506,0.00009695096,0.002006453,0.0001946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895607,0.001833076,0.001256509,0.002145462,0.0008852904,0.001414952,0.0005952893,0.00006169815,0.002247015],"genre_scores_gemma":[0.9970113,0.0003736952,0.0006676621,0.0005784419,0.0006177415,0.0001124456,0.00001240816,0.00002382076,0.0006024833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02420165,"threshold_uncertainty_score":0.9988652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06498067172076305,"score_gpt":0.4854975179353729,"score_spread":0.4205168462146098,"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."}}