{"id":"W4300583235","doi":"10.1080/09553002.2022.2110321","title":"The epidemiology of lung cancer following radiation exposure","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"National Institute for Occupational Safety and Health; National Cancer Institute; Canadian Nuclear Safety Commission; National Institutes of Health; Institut de Radioprotection et de SÛreté Nucléaire; Nuclear Safety and Security Commission; U.S. Nuclear Regulatory Commission; World Health Organization; Centers for Disease Control and Prevention; National Aeronautics and Space Administration; U.S. Department of Energy","keywords":"Lung cancer; Epidemiology; Radiation exposure; Medicine; Ionizing radiation; Radiation; Environmental health; Toxicology; Biology; Oncology; Pathology; Nuclear medicine; Irradiation; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001434848,0.00007688775,0.0002651211,0.0002765364,0.0001354337,0.000005846844,0.0002764993,0.00004467188,0.000232778],"category_scores_gemma":[0.001047562,0.00005723489,0.0002342815,0.0001468894,0.00004939685,0.00012576,0.00004328857,0.0002669478,0.000001195265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149438,"about_ca_system_score_gemma":0.0002901964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004101912,"about_ca_topic_score_gemma":0.00000195418,"domain_scores_codex":[0.9983573,0.0003513084,0.0007833741,0.0001022501,0.0002671452,0.0001386061],"domain_scores_gemma":[0.9978434,0.0007361776,0.001051103,0.00009931393,0.0002156484,0.00005430324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002440223,0.00004633632,0.8276119,0.000003296608,0.0006396762,0.00001076408,0.0003038639,0.00198276,0.002053871,0.00259668,0.004150077,0.1603567],"study_design_scores_gemma":[0.00498554,0.0007708069,0.7287781,0.00004588819,0.0002476807,0.0005514648,0.0004429397,0.01112501,0.003033827,0.001978213,0.2478664,0.0001741139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333884,0.02514439,0.00248047,0.03117888,0.007165528,0.0001918764,0.00003398946,0.0000119145,0.0004045329],"genre_scores_gemma":[0.9957082,0.00175123,0.0001318492,0.001448208,0.0007567026,0.00001643669,0.00003704105,0.000008798557,0.0001415204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2437163,"threshold_uncertainty_score":0.2548756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882424482647715,"score_gpt":0.3747305588843553,"score_spread":0.3559063140578781,"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."}}