{"id":"W2898861879","doi":"10.1016/j.jenvrad.2018.10.008","title":"Human lung epithelial cells cultured in the presence of radon-emitting rock experience gene expression changes similar to those associated with tobacco smoke exposure","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Radioactivity","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; Health Sciences North","funders":"","keywords":"Tobacco smoke; Radon; Carcinogenesis; Carcinogen; Gene expression; Smoke; Lung cancer; Population; Gene; Cancer research; Biology; Toxicology; Medicine; Chemistry; Pathology; Environmental health; Genetics","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":[0.002614011,0.0002995302,0.0005835783,0.000157484,0.0008223806,0.00001799969,0.0006035866,0.0002413333,0.000135519],"category_scores_gemma":[0.0002883353,0.0001912359,0.0001181782,0.000273325,0.0001894054,0.0005470312,0.0001404474,0.0009917069,0.000004433839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573027,"about_ca_system_score_gemma":0.00007975608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005772984,"about_ca_topic_score_gemma":0.0001366268,"domain_scores_codex":[0.9953651,0.001762999,0.0007187547,0.0003403912,0.001208683,0.0006040332],"domain_scores_gemma":[0.9974762,0.000504661,0.001319197,0.0004392068,0.00006027662,0.0002004529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003647629,0.000698153,0.1372167,0.00002160731,0.00006027387,0.00003205466,0.02416212,0.0001667146,0.8362861,0.00000119024,0.0004492621,0.0005411243],"study_design_scores_gemma":[0.002020538,0.00108747,0.4987179,0.0007811626,0.00006320946,0.00001873854,0.009847512,0.0000576601,0.4868048,0.00000801905,0.000331687,0.0002613297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975518,0.0001869131,0.0004854943,0.0003026421,0.0004491648,0.0008230552,0.0000573741,0.00001037091,0.0001332036],"genre_scores_gemma":[0.9984162,0.00008772847,0.0005168938,0.0002958203,0.0005247105,0.00003798189,0.000002566023,0.00002987195,0.00008816971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3615012,"threshold_uncertainty_score":0.7798372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510556473695629,"score_gpt":0.3470458855567161,"score_spread":0.2959902381871531,"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."}}