{"id":"W3193847998","doi":"10.1289/isee.2021.o-to-142","title":"Low-level radon exposure and lung cancer in the Pooled Uranium Miners Analysis (PUMA)","year":2021,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Radon; Poisson regression; Lung cancer; Environmental health; Medicine; Relative risk; Cohort; Cohort study; Demography; Uranium; Toxicology; Confidence interval; Oncology; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002269392,0.0004200003,0.0007694722,0.001853717,0.0002814082,0.00061131,0.0004326331,0.0003329593,0.001739783],"category_scores_gemma":[0.004118933,0.0002371873,0.00177163,0.00115767,0.0001356185,0.0002256436,0.000741508,0.0001980897,0.0003564724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747362,"about_ca_system_score_gemma":0.0003087587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413138,"about_ca_topic_score_gemma":0.005141611,"domain_scores_codex":[0.999212,0.0003143822,0.0000763147,0.0002302837,0.00009755142,0.0000693483],"domain_scores_gemma":[0.9988214,0.0002617424,0.0002981753,0.0003980715,0.0001490476,0.00007148841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007841599,0.0000169898,0.9865571,0.00008738309,0.002317104,0.00007344512,0.00009754203,0.000158415,0.001900379,0.00004332481,0.0003312324,0.007632993],"study_design_scores_gemma":[0.00001459257,0.0002458947,0.9954547,0.00002004179,0.001564189,0.0003877956,0.00007748009,0.0004533661,0.0004748572,0.00006491962,0.001234957,0.000007156118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932759,0.002565803,0.001518391,0.00003243202,0.00001384396,0.00001713533,0.00197646,0.00005935573,0.0005407595],"genre_scores_gemma":[0.9977441,0.0002170009,0.00050878,0.00001149524,0.00001065936,0.00001817543,0.001123087,0.0000116518,0.0003550536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004413138,"threshold_uncertainty_score":0.01200181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09709837787419177,"score_gpt":0.3946084668414153,"score_spread":0.2975100889672235,"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."}}